Torrent:GetFreeCourses.Co-Udemy-TensorFlow Developer Certificate in 2021 Zero to Mastery

Name GetFreeCourses.Co-Udemy-TensorFlow Developer Certificate in 2021 Zero to Mastery

File Type video

Size 18.53GB

UpdateDate 2025-3-22

hash *****8814AA4A7EB12D696B95BD31B6E18F6582

Hot 5

Files 1. Introduction/1. Course Outline.mp4 | 58.03MB 1. Introduction/1. Course Outline.srt | 7.97KB 1. Introduction/2. Join Our Online Classroom!.html | 2.43KB 1. Introduction/3. Exercise Meet The Community.html | 2.83KB 1. Introduction/4. All Course Resources + Notebooks.html | 1.97KB 1. Introduction/4.1 Zero to Mastery TensorFlow Deep Learning on GitHub.html | 114B 10. NLP Fundamentals in TensorFlow/1. More Videos Coming Soon!.html | 41B 10. NLP Fundamentals in TensorFlow/GetFreeCourses.Co.url | 116B 11. Milestone Project 2 SkimLit/1. More Videos Coming Soon!.html | 41B 12. Time Series fundamentals in TensorFlow/1. More Videos Coming Soon!.html | 41B 13. Milestone Project 3 BitPredict/1. More Videos Coming Soon!.html | 41B 14. Passing the TensorFlow Developer Certificate Exam/1. More Videos Coming Soon!.html | 41B 15. Where To Go From Here/1. Become An Alumni.html | 944B 15. Where To Go From Here/2. LinkedIn Endorsements.html | 2.05KB 15. Where To Go From Here/3. TensorFlow Certificate.html | 385B 15. Where To Go From Here/4. Course Review.html | 176B 15. Where To Go From Here/5. The Final Challenge.html | 176B 16. Appendix Machine Learning Primer/1. Quick Note Upcoming Videos.html | 706B 16. Appendix Machine Learning Primer/10. Section Review.mp4 | 5.56MB 16. Appendix Machine Learning Primer/10. Section Review.srt | 2.20KB 16. Appendix Machine Learning Primer/2. What is Machine Learning.mp4 | 28.31MB 16. Appendix Machine Learning Primer/2. What is Machine Learning.srt | 8.95KB 16. Appendix Machine Learning Primer/3. AIMachine LearningData Science.mp4 | 19.67MB 16. Appendix Machine Learning Primer/3. AIMachine LearningData Science.srt | 6.45KB 16. Appendix Machine Learning Primer/4. Exercise Machine Learning Playground.mp4 | 42.56MB 16. Appendix Machine Learning Primer/4. Exercise Machine Learning Playground.srt | 8.13KB 16. Appendix Machine Learning Primer/4.1 httpsteachablemachine.withgoogle.com.html | 101B 16. Appendix Machine Learning Primer/5. How Did We Get Here.mp4 | 30.49MB 16. Appendix Machine Learning Primer/5. How Did We Get Here.srt | 7.34KB 16. Appendix Machine Learning Primer/6. Exercise YouTube Recommendation Engine.mp4 | 19.43MB 16. Appendix Machine Learning Primer/6. Exercise YouTube Recommendation Engine.srt | 5.61KB 16. Appendix Machine Learning Primer/6.1 httpsml-playground.com#.html | 88B 16. Appendix Machine Learning Primer/7. Types of Machine Learning.mp4 | 22.81MB 16. Appendix Machine Learning Primer/7. Types of Machine Learning.srt | 5.51KB 16. Appendix Machine Learning Primer/8. Are You Getting It Yet.html | 160B 16. Appendix Machine Learning Primer/9. What Is Machine Learning Round 2.mp4 | 25.51MB 16. Appendix Machine Learning Primer/9. What Is Machine Learning Round 2.srt | 6.25KB 17. Appendix Machine Learning and Data Science Framework/1. Quick Note Upcoming Videos.html | 706B 17. Appendix Machine Learning and Data Science Framework/10. Modelling - Picking the Model.mp4 | 23.24MB 17. Appendix Machine Learning and Data Science Framework/10. Modelling - Picking the Model.srt | 6.23KB 17. Appendix Machine Learning and Data Science Framework/11. Modelling - Tuning.mp4 | 15.98MB 17. Appendix Machine Learning and Data Science Framework/11. Modelling - Tuning.srt | 5.09KB 17. Appendix Machine Learning and Data Science Framework/12. Modelling - Comparison.mp4 | 44.86MB 17. Appendix Machine Learning and Data Science Framework/12. Modelling - Comparison.srt | 13.32KB 17. Appendix Machine Learning and Data Science Framework/13. Overfitting and Underfitting Definitions.html | 1.97KB 17. Appendix Machine Learning and Data Science Framework/14. Experimentation.mp4 | 21.30MB 17. Appendix Machine Learning and Data Science Framework/14. Experimentation.srt | 5.09KB 17. Appendix Machine Learning and Data Science Framework/15. Tools We Will Use.mp4 | 27.34MB 17. Appendix Machine Learning and Data Science Framework/15. Tools We Will Use.srt | 6.08KB 17. Appendix Machine Learning and Data Science Framework/16. Optional Elements of AI.html | 975B 17. Appendix Machine Learning and Data Science Framework/2. Section Overview.mp4 | 13.34MB 17. Appendix Machine Learning and Data Science Framework/2. Section Overview.srt | 4.79KB 17. Appendix Machine Learning and Data Science Framework/3. Introducing Our Framework.mp4 | 11.39MB 17. Appendix Machine Learning and Data Science Framework/3. Introducing Our Framework.srt | 3.70KB 17. Appendix Machine Learning and Data Science Framework/4. 6 Step Machine Learning Framework.mp4 | 23.45MB 17. Appendix Machine Learning and Data Science Framework/4. 6 Step Machine Learning Framework.srt | 6.86KB 17. Appendix Machine Learning and Data Science Framework/4.1 6 Step Guide.html | 147B 17. Appendix Machine Learning and Data Science Framework/5. Types of Machine Learning Problems.mp4 | 60.46MB 17. Appendix Machine Learning and Data Science Framework/5. Types of Machine Learning Problems.srt | 14.46KB 17. Appendix Machine Learning and Data Science Framework/6. Types of Data.mp4 | 29.31MB 17. Appendix Machine Learning and Data Science Framework/6. Types of Data.srt | 6.48KB 17. Appendix Machine Learning and Data Science Framework/7. Types of Evaluation.mp4 | 17.74MB 17. Appendix Machine Learning and Data Science Framework/7. Types of Evaluation.srt | 4.56KB 17. Appendix Machine Learning and Data Science Framework/8. Features In Data.mp4 | 36.78MB 17. Appendix Machine Learning and Data Science Framework/8. Features In Data.srt | 6.88KB 17. Appendix Machine Learning and Data Science Framework/9. Modelling - Splitting Data.mp4 | 27.55MB 17. Appendix Machine Learning and Data Science Framework/9. Modelling - Splitting Data.srt | 7.79KB 18. Appendix Pandas for Data Analysis/1. Quick Note Upcoming Videos.html | 706B 18. Appendix Pandas for Data Analysis/10. Manipulating Data.mp4 | 105.00MB 18. Appendix Pandas for Data Analysis/10. Manipulating Data.srt | 18.56KB 18. Appendix Pandas for Data Analysis/10.1 car-sales-missing-data.csv | 287B 18. Appendix Pandas for Data Analysis/10.2 httpsjakevdp.github.ioPythonDataScienceHandbook03.00-introduction-to-pandas.html.html | 146B 18. Appendix Pandas for Data Analysis/11. Manipulating Data 2.mp4 | 86.56MB 18. Appendix Pandas for Data Analysis/11. Manipulating Data 2.srt | 14.82KB 18. Appendix Pandas for Data Analysis/11.1 pandas-anatomy-of-a-dataframe.png | 333.24KB 18. Appendix Pandas for Data Analysis/12. Manipulating Data 3.mp4 | 91.07MB 18. Appendix Pandas for Data Analysis/12. Manipulating Data 3.srt | 14.00KB 18. Appendix Pandas for Data Analysis/12.1 Pandas video notes.html | 185B 18. Appendix Pandas for Data Analysis/12.2 Pandas video code.html | 191B 18. Appendix Pandas for Data Analysis/13. Assignment Pandas Practice.html | 2.05KB 18. Appendix Pandas for Data Analysis/14. How To Download The Course Assignments.mp4 | 66.79MB 18. Appendix Pandas for Data Analysis/14. How To Download The Course Assignments.srt | 11.24KB 18. Appendix Pandas for Data Analysis/14.1 Course Notes.html | 108B 18. Appendix Pandas for Data Analysis/14.2 httpscolab.research.google.com.html | 95B 18. Appendix Pandas for Data Analysis/2. Section Overview.mp4 | 10.87MB 18. Appendix Pandas for Data Analysis/2. Section Overview.srt | 3.69KB 18. Appendix Pandas for Data Analysis/3. Downloading Workbooks and Assignments.html | 967B 18. Appendix Pandas for Data Analysis/4. Pandas Introduction.mp4 | 27.46MB 18. Appendix Pandas for Data Analysis/4. Pandas Introduction.srt | 6.91KB 18. Appendix Pandas for Data Analysis/4.1 10 Minutes to pandas.html | 127B 18. Appendix Pandas for Data Analysis/4.2 Intro to pandas code.html | 191B 18. Appendix Pandas for Data Analysis/4.3 Intro to pandas notes.html | 185B 18. Appendix Pandas for Data Analysis/5. Series, Data Frames and CSVs.mp4 | 95.43MB 18. Appendix Pandas for Data Analysis/5. Series, Data Frames and CSVs.srt | 18.45KB 18. Appendix Pandas for Data Analysis/5.1 pandas-anatomy-of-a-dataframe.png | 333.24KB 18. Appendix Pandas for Data Analysis/6. Data from URLs.html | 1.09KB 18. Appendix Pandas for Data Analysis/7. Describing Data with Pandas.mp4 | 75.65MB 18. Appendix Pandas for Data Analysis/7. Describing Data with Pandas.srt | 14.22KB 18. Appendix Pandas for Data Analysis/8. Selecting and Viewing Data with Pandas.mp4 | 72.29MB 18. Appendix Pandas for Data Analysis/8. Selecting and Viewing Data with Pandas.srt | 15.22KB 18. Appendix Pandas for Data Analysis/8.1 car-sales.csv | 369B 18. Appendix Pandas for Data Analysis/9. Selecting and Viewing Data with Pandas Part 2.mp4 | 106.49MB 18. Appendix Pandas for Data Analysis/9. Selecting and Viewing Data with Pandas Part 2.srt | 18.95KB 19. Appendix NumPy/1. Quick Note Upcoming Videos.html | 706B 19. Appendix NumPy/10. Manipulating Arrays 2.mp4 | 67.91MB 19. Appendix NumPy/10. Manipulating Arrays 2.srt | 12.01KB 19. Appendix NumPy/10.1 httpswww.mathsisfun.comdatastandard-deviation.html.html | 116B 19. Appendix NumPy/11. Standard Deviation and Variance.mp4 | 51.13MB 19. Appendix NumPy/11. Standard Deviation and Variance.srt | 9.81KB 19. Appendix NumPy/11.1 httpswww.mathsisfun.comdatastandard-deviation.html.html | 116B 19. Appendix NumPy/12. Reshape and Transpose.mp4 | 53.57MB 19. Appendix NumPy/12. Reshape and Transpose.srt | 9.68KB 19. Appendix NumPy/13. Dot Product vs Element Wise.mp4 | 83.80MB 19. Appendix NumPy/13. Dot Product vs Element Wise.srt | 15.89KB 19. Appendix NumPy/13.1 httpswww.mathsisfun.comalgebramatrix-multiplying.html.html | 119B 19. Appendix NumPy/14. Exercise Nut Butter Store Sales.mp4 | 91.27MB 19. Appendix NumPy/14. Exercise Nut Butter Store Sales.srt | 17.41KB 19. Appendix NumPy/15. Comparison Operators.mp4 | 26.38MB 19. Appendix NumPy/15. Comparison Operators.srt | 5.22KB 19. Appendix NumPy/16. Sorting Arrays.mp4 | 32.82MB 19. Appendix NumPy/16. Sorting Arrays.srt | 8.95KB 19. Appendix NumPy/17. Turn Images Into NumPy Arrays.mp4 | 85.98MB 19. Appendix NumPy/17. Turn Images Into NumPy Arrays.srt | 10.60KB 19. Appendix NumPy/17.1 numpy-images.zip | 7.27MB 19. Appendix NumPy/17.2 NumPy Video code.html | 190B 19. Appendix NumPy/17.3 Section Notes.html | 184B 19. Appendix NumPy/18. Assignment NumPy Practice.html | 2.17KB 19. Appendix NumPy/19. Optional Extra NumPy resources.html | 1.02KB 19. Appendix NumPy/2. Section Overview.mp4 | 13.36MB 19. Appendix NumPy/2. Section Overview.srt | 3.24KB 19. Appendix NumPy/3. NumPy Introduction.mp4 | 26.86MB 19. Appendix NumPy/3. NumPy Introduction.srt | 7.60KB 19. Appendix NumPy/3.1 httpsnumpy.orgdoc.html | 83B 19. Appendix NumPy/3.2 NumPy Video code.html | 190B 19. Appendix NumPy/3.3 NumPy Notes.html | 184B 19. Appendix NumPy/4. Quick Note Correction In Next Video.html | 1.25KB 19. Appendix NumPy/5. NumPy DataTypes and Attributes.mp4 | 78.97MB 19. Appendix NumPy/5. NumPy DataTypes and Attributes.srt | 20.04KB 19. Appendix NumPy/6. Creating NumPy Arrays.mp4 | 66.84MB 19. Appendix NumPy/6. Creating NumPy Arrays.srt | 12.45KB 19. Appendix NumPy/7. NumPy Random Seed.mp4 | 51.95MB 19. Appendix NumPy/7. NumPy Random Seed.srt | 10.44KB 19. Appendix NumPy/8. Viewing Arrays and Matrices.mp4 | 70.66MB 19. Appendix NumPy/8. Viewing Arrays and Matrices.srt | 13.86KB 19. Appendix NumPy/9. Manipulating Arrays.mp4 | 80.67MB 19. Appendix NumPy/9. Manipulating Arrays.srt | 17.14KB 19. Appendix NumPy/9.1 httpswww.mathsisfun.comdatastandard-deviation.html.html | 116B 2. Deep Learning and TensorFlow Fundamentals/1. What is deep learning.mp4 | 34.17MB 2. Deep Learning and TensorFlow Fundamentals/1. What is deep learning.srt | 6.80KB 2. Deep Learning and TensorFlow Fundamentals/1.1 All course materials and links!.html | 114B 2. Deep Learning and TensorFlow Fundamentals/10. Creating your first tensors with TensorFlow and tf.constant().mp4 | 134.83MB 2. Deep Learning and TensorFlow Fundamentals/10. Creating your first tensors with TensorFlow and tf.constant().srt | 24.75KB 2. Deep Learning and TensorFlow Fundamentals/11. Creating tensors with TensorFlow and tf.Variable().mp4 | 70.85MB 2. Deep Learning and TensorFlow Fundamentals/11. Creating tensors with TensorFlow and tf.Variable().srt | 9.90KB 2. Deep Learning and TensorFlow Fundamentals/12. Creating random tensors with TensorFlow.mp4 | 88.45MB 2. Deep Learning and TensorFlow Fundamentals/12. Creating random tensors with TensorFlow.srt | 13.03KB 2. Deep Learning and TensorFlow Fundamentals/13. Shuffling the order of tensors.mp4 | 89.86MB 2. Deep Learning and TensorFlow Fundamentals/13. Shuffling the order of tensors.srt | 12.63KB 2. Deep Learning and TensorFlow Fundamentals/14. Creating tensors from NumPy arrays.mp4 | 101.34MB 2. Deep Learning and TensorFlow Fundamentals/14. Creating tensors from NumPy arrays.srt | 15.03KB 2. Deep Learning and TensorFlow Fundamentals/15. Getting information from your tensors (tensor attributes).mp4 | 87.39MB 2. Deep Learning and TensorFlow Fundamentals/15. Getting information from your tensors (tensor attributes).srt | 16.96KB 2. Deep Learning and TensorFlow Fundamentals/16. Indexing and expanding tensors.mp4 | 86.57MB 2. Deep Learning and TensorFlow Fundamentals/16. Indexing and expanding tensors.srt | 16.96KB 2. Deep Learning and TensorFlow Fundamentals/17. Manipulating tensors with basic operations.mp4 | 45.22MB 2. Deep Learning and TensorFlow Fundamentals/17. Manipulating tensors with basic operations.srt | 6.95KB 2. Deep Learning and TensorFlow Fundamentals/18. Matrix multiplication with tensors part 1.mp4 | 100.85MB 2. Deep Learning and TensorFlow Fundamentals/18. Matrix multiplication with tensors part 1.srt | 15.22KB 2. Deep Learning and TensorFlow Fundamentals/19. Matrix multiplication with tensors part 2.mp4 | 107.79MB 2. Deep Learning and TensorFlow Fundamentals/19. Matrix multiplication with tensors part 2.srt | 17.35KB 2. Deep Learning and TensorFlow Fundamentals/2. Why use deep learning.mp4 | 62.32MB 2. Deep Learning and TensorFlow Fundamentals/2. Why use deep learning.srt | 14.19KB 2. Deep Learning and TensorFlow Fundamentals/20. Matrix multiplication with tensors part 3.mp4 | 80.62MB 2. Deep Learning and TensorFlow Fundamentals/20. Matrix multiplication with tensors part 3.srt | 13.27KB 2. Deep Learning and TensorFlow Fundamentals/21. Changing the datatype of tensors.mp4 | 71.39MB 2. Deep Learning and TensorFlow Fundamentals/21. Changing the datatype of tensors.srt | 8.64KB 2. Deep Learning and TensorFlow Fundamentals/22. Tensor aggregation (finding the min, max, mean & more).mp4 | 89.58MB 2. Deep Learning and TensorFlow Fundamentals/22. Tensor aggregation (finding the min, max, mean & more).srt | 12.88KB 2. Deep Learning and TensorFlow Fundamentals/23. Tensor troubleshooting example (updating tensor datatypes).mp4 | 69.39MB 2. Deep Learning and TensorFlow Fundamentals/23. Tensor troubleshooting example (updating tensor datatypes).srt | 6.63KB 2. Deep Learning and TensorFlow Fundamentals/24. Finding the positional minimum and maximum of a tensor (argmin and argmax).mp4 | 96.50MB 2. Deep Learning and TensorFlow Fundamentals/24. Finding the positional minimum and maximum of a tensor (argmin and argmax).srt | 12.38KB 2. Deep Learning and TensorFlow Fundamentals/25. Squeezing a tensor (removing all 1-dimension axes).mp4 | 30.20MB 2. Deep Learning and TensorFlow Fundamentals/25. Squeezing a tensor (removing all 1-dimension axes).srt | 3.84KB 2. Deep Learning and TensorFlow Fundamentals/26. One-hot encoding tensors.mp4 | 59.73MB 2. Deep Learning and TensorFlow Fundamentals/26. One-hot encoding tensors.srt | 7.98KB 2. Deep Learning and TensorFlow Fundamentals/27. Trying out more tensor math operations.mp4 | 55.93MB 2. Deep Learning and TensorFlow Fundamentals/27. Trying out more tensor math operations.srt | 6.23KB 2. Deep Learning and TensorFlow Fundamentals/28. Exploring TensorFlow and NumPy's compatibility.mp4 | 43.75MB 2. Deep Learning and TensorFlow Fundamentals/28. Exploring TensorFlow and NumPy's compatibility.srt | 7.11KB 2. Deep Learning and TensorFlow Fundamentals/29. Making sure our tensor operations run really fast on GPUs.mp4 | 110.91MB 2. Deep Learning and TensorFlow Fundamentals/29. Making sure our tensor operations run really fast on GPUs.srt | 14.45KB 2. Deep Learning and TensorFlow Fundamentals/3. What are neural networks.mp4 | 63.43MB 2. Deep Learning and TensorFlow Fundamentals/3. What are neural networks.srt | 14.70KB 2. Deep Learning and TensorFlow Fundamentals/30. TensorFlow Fundamentals challenge, exercises & extra-curriculum.html | 1.95KB 2. Deep Learning and TensorFlow Fundamentals/31. Python + Machine Learning Monthly.html | 796B 2. Deep Learning and TensorFlow Fundamentals/32. LinkedIn Endorsements.html | 2.05KB 2. Deep Learning and TensorFlow Fundamentals/4. What is deep learning already being used for.mp4 | 76.21MB 2. Deep Learning and TensorFlow Fundamentals/4. What is deep learning already being used for.srt | 13.48KB 2. Deep Learning and TensorFlow Fundamentals/5. What is and why use TensorFlow.mp4 | 69.16MB 2. Deep Learning and TensorFlow Fundamentals/5. What is and why use TensorFlow.srt | 11.74KB 2. Deep Learning and TensorFlow Fundamentals/6. What is a Tensor.mp4 | 27.58MB 2. Deep Learning and TensorFlow Fundamentals/6. What is a Tensor.srt | 4.99KB 2. Deep Learning and TensorFlow Fundamentals/7. What we're going to cover throughout the course.mp4 | 29.38MB 2. Deep Learning and TensorFlow Fundamentals/7. What we're going to cover throughout the course.srt | 7.23KB 2. Deep Learning and TensorFlow Fundamentals/8. How to approach this course.mp4 | 26.18MB 2. Deep Learning and TensorFlow Fundamentals/8. How to approach this course.srt | 8.24KB 2. Deep Learning and TensorFlow Fundamentals/9. Need A Refresher.html | 942B 20. BONUS SECTION/1. Special Bonus Lecture.html | 3.65KB 3. Neural network regression with TensorFlow/1. Introduction to Neural Network Regression with TensorFlow.mp4 | 60.06MB 3. Neural network regression with TensorFlow/1. Introduction to Neural Network Regression with TensorFlow.srt | 11.41KB 3. Neural network regression with TensorFlow/1.1 All course materials and links (notebooks, code, data, slides) on GitHub.html | 114B 3. Neural network regression with TensorFlow/10. Evaluating a TensorFlow model part 2 (the three datasets).mp4 | 81.56MB 3. Neural network regression with TensorFlow/10. Evaluating a TensorFlow model part 2 (the three datasets).srt | 14.05KB 3. Neural network regression with TensorFlow/11. Evaluating a TensorFlow model part 3 (getting a model summary).mp4 | 192.79MB 3. Neural network regression with TensorFlow/11. Evaluating a TensorFlow model part 3 (getting a model summary).srt | 21.53KB 3. Neural network regression with TensorFlow/12. Evaluating a TensorFlow model part 4 (visualising a model's layers).mp4 | 70.28MB 3. Neural network regression with TensorFlow/12. Evaluating a TensorFlow model part 4 (visualising a model's layers).srt | 9.23KB 3. Neural network regression with TensorFlow/13. Evaluating a TensorFlow model part 5 (visualising a model's predictions).mp4 | 78.88MB 3. Neural network regression with TensorFlow/13. Evaluating a TensorFlow model part 5 (visualising a model's predictions).srt | 11.92KB 3. Neural network regression with TensorFlow/14. Evaluating a TensorFlow model part 6 (common regression evaluation metrics).mp4 | 70.37MB 3. Neural network regression with TensorFlow/14. Evaluating a TensorFlow model part 6 (common regression evaluation metrics).srt | 11.16KB 3. Neural network regression with TensorFlow/15. Evaluating a TensorFlow regression model part 7 (mean absolute error).mp4 | 56.09MB 3. Neural network regression with TensorFlow/15. Evaluating a TensorFlow regression model part 7 (mean absolute error).srt | 8.10KB 3. Neural network regression with TensorFlow/16. Evaluating a TensorFlow regression model part 7 (mean square error).mp4 | 32.31MB 3. Neural network regression with TensorFlow/16. Evaluating a TensorFlow regression model part 7 (mean square error).srt | 3.88KB 3. Neural network regression with TensorFlow/17. Setting up TensorFlow modelling experiments part 1 (start with a simple model).mp4 | 127.26MB 3. Neural network regression with TensorFlow/17. Setting up TensorFlow modelling experiments part 1 (start with a simple model).srt | 17.44KB 3. Neural network regression with TensorFlow/18. Setting up TensorFlow modelling experiments part 2 (increasing complexity).mp4 | 95.63MB 3. Neural network regression with TensorFlow/18. Setting up TensorFlow modelling experiments part 2 (increasing complexity).srt | 15.86KB 3. Neural network regression with TensorFlow/19. Comparing and tracking your TensorFlow modelling experiments.mp4 | 92.25MB 3. Neural network regression with TensorFlow/19. Comparing and tracking your TensorFlow modelling experiments.srt | 13.18KB 3. Neural network regression with TensorFlow/2. Inputs and outputs of a neural network regression model.mp4 | 57.57MB 3. Neural network regression with TensorFlow/2. Inputs and outputs of a neural network regression model.srt | 13.12KB 3. Neural network regression with TensorFlow/20. How to save a TensorFlow model.mp4 | 92.29MB 3. Neural network regression with TensorFlow/20. How to save a TensorFlow model.srt | 11.39KB 3. Neural network regression with TensorFlow/21. How to load and use a saved TensorFlow model.mp4 | 104.37MB 3. Neural network regression with TensorFlow/21. How to load and use a saved TensorFlow model.srt | 12.81KB 3. Neural network regression with TensorFlow/22. (Optional) How to save and download files from Google Colab.mp4 | 67.70MB 3. Neural network regression with TensorFlow/22. (Optional) How to save and download files from Google Colab.srt | 7.79KB 3. Neural network regression with TensorFlow/23. Putting together what we've learned part 1 (preparing a dataset).mp4 | 143.51MB 3. Neural network regression with TensorFlow/23. Putting together what we've learned part 1 (preparing a dataset).srt | 18.70KB 3. Neural network regression with TensorFlow/24. Putting together what we've learned part 2 (building a regression model).mp4 | 121.38MB 3. Neural network regression with TensorFlow/24. Putting together what we've learned part 2 (building a regression model).srt | 17.95KB 3. Neural network regression with TensorFlow/25. Putting together what we've learned part 3 (improving our regression model).mp4 | 155.11MB 3. Neural network regression with TensorFlow/25. Putting together what we've learned part 3 (improving our regression model).srt | 18.80KB 3. Neural network regression with TensorFlow/26. Preprocessing data with feature scaling part 1 (what is feature scaling).mp4 | 92.51MB 3. Neural network regression with TensorFlow/26. Preprocessing data with feature scaling part 1 (what is feature scaling).srt | 13.88KB 3. Neural network regression with TensorFlow/27. Preprocessing data with feature scaling part 2 (normalising our data).mp4 | 97.18MB 3. Neural network regression with TensorFlow/27. Preprocessing data with feature scaling part 2 (normalising our data).srt | 13.93KB 3. Neural network regression with TensorFlow/28. Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4 | 75.72MB 3. Neural network regression with TensorFlow/28. Preprocessing data with feature scaling part 3 (fitting a model on scaled data).srt | 10.97KB 3. Neural network regression with TensorFlow/29. TensorFlow Regression challenge, exercises & extra-curriculum.html | 1.98KB 3. Neural network regression with TensorFlow/3. Anatomy and architecture of a neural network regression model.mp4 | 59.00MB 3. Neural network regression with TensorFlow/3. Anatomy and architecture of a neural network regression model.srt | 12.25KB 3. Neural network regression with TensorFlow/4. Creating sample regression data (so we can model it).mp4 | 90.16MB 3. Neural network regression with TensorFlow/4. Creating sample regression data (so we can model it).srt | 16.12KB 3. Neural network regression with TensorFlow/5. The major steps in modelling with TensorFlow.mp4 | 181.81MB 3. Neural network regression with TensorFlow/5. The major steps in modelling with TensorFlow.srt | 25.74KB 3. Neural network regression with TensorFlow/6. Steps in improving a model with TensorFlow part 1.mp4 | 45.82MB 3. Neural network regression with TensorFlow/6. Steps in improving a model with TensorFlow part 1.srt | 7.62KB 3. Neural network regression with TensorFlow/7. Steps in improving a model with TensorFlow part 2.mp4 | 90.23MB 3. Neural network regression with TensorFlow/7. Steps in improving a model with TensorFlow part 2.srt | 13.12KB 3. Neural network regression with TensorFlow/8. Steps in improving a model with TensorFlow part 3.mp4 | 132.94MB 3. Neural network regression with TensorFlow/8. Steps in improving a model with TensorFlow part 3.srt | 16.84KB 3. Neural network regression with TensorFlow/9. Evaluating a TensorFlow model part 1 (visualise, visualise, visualise).mp4 | 66.94MB 3. Neural network regression with TensorFlow/9. Evaluating a TensorFlow model part 1 (visualise, visualise, visualise).srt | 9.77KB 4. Neural network classification in TensorFlow/1. Introduction to neural network classification in TensorFlow.mp4 | 72.81MB 4. Neural network classification in TensorFlow/1. Introduction to neural network classification in TensorFlow.srt | 12.76KB 4. Neural network classification in TensorFlow/1.1 All course materials and links (notebooks, code, data, slides) on GitHub.html | 119B 4. Neural network classification in TensorFlow/10. Make our poor classification model work for a regression dataset.mp4 | 123.01MB 4. Neural network classification in TensorFlow/10. Make our poor classification model work for a regression dataset.srt | 16.33KB 4. Neural network classification in TensorFlow/11. Non-linearity part 1 Straight lines and non-straight lines.mp4 | 95.62MB 4. Neural network classification in TensorFlow/11. Non-linearity part 1 Straight lines and non-straight lines.srt | 13.79KB 4. Neural network classification in TensorFlow/12. Non-linearity part 2 Building our first neural network with non-linearity.mp4 | 59.00MB 4. Neural network classification in TensorFlow/12. Non-linearity part 2 Building our first neural network with non-linearity.srt | 7.58KB 4. Neural network classification in TensorFlow/13. Non-linearity part 3 Upgrading our non-linear model with more layers.mp4 | 123.24MB 4. Neural network classification in TensorFlow/13. Non-linearity part 3 Upgrading our non-linear model with more layers.srt | 14.34KB 4. Neural network classification in TensorFlow/14. Non-linearity part 4 Modelling our non-linear data once and for all.mp4 | 96.62MB 4. Neural network classification in TensorFlow/14. Non-linearity part 4 Modelling our non-linear data once and for all.srt | 11.99KB 4. Neural network classification in TensorFlow/15. Non-linearity part 5 Replicating non-linear activation functions from scratch.mp4 | 146.61MB 4. Neural network classification in TensorFlow/15. Non-linearity part 5 Replicating non-linear activation functions from scratch.srt | 18.28KB 4. Neural network classification in TensorFlow/16. Getting great results in less time by tweaking the learning rate.mp4 | 136.78MB 4. Neural network classification in TensorFlow/16. Getting great results in less time by tweaking the learning rate.srt | 19.38KB 4. Neural network classification in TensorFlow/17. Using the TensorFlow History object to plot a model's loss curves.mp4 | 62.12MB 4. Neural network classification in TensorFlow/17. Using the TensorFlow History object to plot a model's loss curves.srt | 8.38KB 4. Neural network classification in TensorFlow/18. Using callbacks to find a model's ideal learning rate.mp4 | 155.88MB 4. Neural network classification in TensorFlow/18. Using callbacks to find a model's ideal learning rate.srt | 24.87KB 4. Neural network classification in TensorFlow/19. Training and evaluating a model with an ideal learning rate.mp4 | 89.01MB 4. Neural network classification in TensorFlow/19. Training and evaluating a model with an ideal learning rate.srt | 11.87KB 4. Neural network classification in TensorFlow/2. Example classification problems (and their inputs and outputs).mp4 | 50.71MB 4. Neural network classification in TensorFlow/2. Example classification problems (and their inputs and outputs).srt | 9.89KB 4. Neural network classification in TensorFlow/20. Introducing more classification evaluation methods.mp4 | 42.21MB 4. Neural network classification in TensorFlow/20. Introducing more classification evaluation methods.srt | 8.87KB 4. Neural network classification in TensorFlow/21. Finding the accuracy of our classification model.mp4 | 34.07MB 4. Neural network classification in TensorFlow/21. Finding the accuracy of our classification model.srt | 5.63KB 4. Neural network classification in TensorFlow/22. Creating our first confusion matrix (to see where our model is getting confused).mp4 | 65.70MB 4. Neural network classification in TensorFlow/22. Creating our first confusion matrix (to see where our model is getting confused).srt | 11.54KB 4. Neural network classification in TensorFlow/23. Making our confusion matrix prettier.mp4 | 114.12MB 4. Neural network classification in TensorFlow/23. Making our confusion matrix prettier.srt | 18.28KB 4. Neural network classification in TensorFlow/24. Putting things together with multi-class classification part 1 Getting the data.mp4 | 87.22MB 4. Neural network classification in TensorFlow/24. Putting things together with multi-class classification part 1 Getting the data.srt | 13.77KB 4. Neural network classification in TensorFlow/25. Multi-class classification part 2 Becoming one with the data.mp4 | 48.65MB 4. Neural network classification in TensorFlow/25. Multi-class classification part 2 Becoming one with the data.srt | 9.99KB 4. Neural network classification in TensorFlow/26. Multi-class classification part 3 Building a multi-class classification model.mp4 | 142.80MB 4. Neural network classification in TensorFlow/26. Multi-class classification part 3 Building a multi-class classification model.srt | 21.13KB 4. Neural network classification in TensorFlow/27. Multi-class classification part 4 Improving performance with normalisation.mp4 | 113.41MB 4. Neural network classification in TensorFlow/27. Multi-class classification part 4 Improving performance with normalisation.srt | 16.21KB 4. Neural network classification in TensorFlow/28. Multi-class classification part 5 Comparing normalised and non-normalised data.mp4 | 26.77MB 4. Neural network classification in TensorFlow/28. Multi-class classification part 5 Comparing normalised and non-normalised data.srt | 5.44KB 4. Neural network classification in TensorFlow/29. Multi-class classification part 6 Finding the ideal learning rate.mp4 | 73.34MB 4. Neural network classification in TensorFlow/29. Multi-class classification part 6 Finding the ideal learning rate.srt | 14.91KB 4. Neural network classification in TensorFlow/3. Input and output tensors of classification problems.mp4 | 51.01MB 4. Neural network classification in TensorFlow/3. Input and output tensors of classification problems.srt | 8.85KB 4. Neural network classification in TensorFlow/30. Multi-class classification part 7 Evaluating our model.mp4 | 119.14MB 4. Neural network classification in TensorFlow/30. Multi-class classification part 7 Evaluating our model.srt | 16.96KB 4. Neural network classification in TensorFlow/31. Multi-class classification part 8 Creating a confusion matrix.mp4 | 40.52MB 4. Neural network classification in TensorFlow/31. Multi-class classification part 8 Creating a confusion matrix.srt | 6.67KB 4. Neural network classification in TensorFlow/32. Multi-class classification part 9 Visualising random model predictions.mp4 | 65.68MB 4. Neural network classification in TensorFlow/32. Multi-class classification part 9 Visualising random model predictions.srt | 13.52KB 4. Neural network classification in TensorFlow/33. What patterns is our model learning.mp4 | 127.96MB 4. Neural network classification in TensorFlow/33. What patterns is our model learning.srt | 20.83KB 4. Neural network classification in TensorFlow/34. TensorFlow classification challenge, exercises & extra-curriculum.html | 2.48KB 4. Neural network classification in TensorFlow/4. Typical architecture of neural network classification models with TensorFlow.mp4 | 112.73MB 4. Neural network classification in TensorFlow/4. Typical architecture of neural network classification models with TensorFlow.srt | 14.61KB 4. Neural network classification in TensorFlow/5. Creating and viewing classification data to model.mp4 | 106.08MB 4. Neural network classification in TensorFlow/5. Creating and viewing classification data to model.srt | 14.39KB 4. Neural network classification in TensorFlow/6. Checking the input and output shapes of our classification data.mp4 | 38.15MB 4. Neural network classification in TensorFlow/6. Checking the input and output shapes of our classification data.srt | 6.57KB 4. Neural network classification in TensorFlow/7. Building a not very good classification model with TensorFlow.mp4 | 125.29MB 4. Neural network classification in TensorFlow/7. Building a not very good classification model with TensorFlow.srt | 16.03KB 4. Neural network classification in TensorFlow/8. Trying to improve our not very good classification model.mp4 | 84.29MB 4. Neural network classification in TensorFlow/8. Trying to improve our not very good classification model.srt | 12.67KB 4. Neural network classification in TensorFlow/9. Creating a function to view our model's not so good predictions.mp4 | 160.55MB 4. Neural network classification in TensorFlow/9. Creating a function to view our model's not so good predictions.srt | 18.99KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/1. Introduction to Computer Vision with TensorFlow.mp4 | 75.01MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/1. Introduction to Computer Vision with TensorFlow.srt | 15.00KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/1.1 All course materials and links (notebooks, code, data, slides) on GitHub.html | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/10. Improving our non-CNN model by adding more layers.mp4 | 106.47MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/10. Improving our non-CNN model by adding more layers.srt | 13.98KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/11. Breaking our CNN model down part 1 Becoming one with the data.mp4 | 90.92MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/11. Breaking our CNN model down part 1 Becoming one with the data.srt | 13.00KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/12. Breaking our CNN model down part 2 Preparing to load our data.mp4 | 109.48MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/12. Breaking our CNN model down part 2 Preparing to load our data.srt | 16.51KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/13. Breaking our CNN model down part 3 Loading our data with ImageDataGenerator.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/13. Breaking our CNN model down part 3 Loading our data with ImageDataGenerator.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/14. Breaking our CNN model down part 4 Building a baseline CNN model.mp4 | 85.30MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/14. Breaking our CNN model down part 4 Building a baseline CNN model.srt | 11.22KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/15. Breaking our CNN model down part 5 Looking inside a Conv2D layer.mp4 | 186.04MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/15. Breaking our CNN model down part 5 Looking inside a Conv2D layer.srt | 22.79KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/15.1 CNN Explainer website.html | 102B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/16. Breaking our CNN model down part 6 Compiling and fitting our baseline CNN.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/16. Breaking our CNN model down part 6 Compiling and fitting our baseline CNN.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/17. Breaking our CNN model down part 7 Evaluating our CNN's training curves.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/17. Breaking our CNN model down part 7 Evaluating our CNN's training curves.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/18. Breaking our CNN model down part 8 Reducing overfitting with Max Pooling.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/18. Breaking our CNN model down part 8 Reducing overfitting with Max Pooling.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/19. Breaking our CNN model down part 9 Reducing overfitting with data augmentation.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/19. Breaking our CNN model down part 9 Reducing overfitting with data augmentation.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/2. Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.mp4 | 76.65MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/2. Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.srt | 12.11KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/20. Breaking our CNN model down part 10 Visualizing our augmented data.mp4 | 157.62MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/20. Breaking our CNN model down part 10 Visualizing our augmented data.srt | 21.55KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/21. Breaking our CNN model down part 11 Training a CNN model on augmented data.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/21. Breaking our CNN model down part 11 Training a CNN model on augmented data.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/22. Breaking our CNN model down part 12 Discovering the power of shuffling data.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/22. Breaking our CNN model down part 12 Discovering the power of shuffling data.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/23. Breaking our CNN model down part 13 Exploring options to improve our model.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/23. Breaking our CNN model down part 13 Exploring options to improve our model.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/24. Downloading a custom image to make predictions on.mp4 | 53.08MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/24. Downloading a custom image to make predictions on.srt | 6.93KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/25. Writing a helper function to load and preprocessing custom images.mp4 | 105.15MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/25. Writing a helper function to load and preprocessing custom images.srt | 13.73KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/26. Making a prediction on a custom image with our trained CNN.mp4 | 99.90MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/26. Making a prediction on a custom image with our trained CNN.srt | 15.46KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/27. Multi-class CNN's part 1 Becoming one with the data.mp4 | 140.19MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/27. Multi-class CNN's part 1 Becoming one with the data.srt | 22.69KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/28. Multi-class CNN's part 2 Preparing our data (turning it into tensors).mp4 | 72.72MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/28. Multi-class CNN's part 2 Preparing our data (turning it into tensors).srt | 9.95KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/29. Multi-class CNN's part 3 Building a multi-class CNN model.mp4 | 89.24MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/29. Multi-class CNN's part 3 Building a multi-class CNN model.srt | 10.65KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/3. Downloading an image dataset for our first Food Vision model.mp4 | 72.94MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/3. Downloading an image dataset for our first Food Vision model.srt | 10.31KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/30. Multi-class CNN's part 4 Fitting a multi-class CNN model to the data.mp4 | 59.66MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/30. Multi-class CNN's part 4 Fitting a multi-class CNN model to the data.srt | 8.96KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/31. Multi-class CNN's part 5 Evaluating our multi-class CNN model.mp4 | 41.05MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/31. Multi-class CNN's part 5 Evaluating our multi-class CNN model.srt | 6.79KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/32. Multi-class CNN's part 6 Trying to fix overfitting by removing layers.mp4 | 129.83MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/32. Multi-class CNN's part 6 Trying to fix overfitting by removing layers.srt | 16.43KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/33. Multi-class CNN's part 7 Trying to fix overfitting with data augmentation.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/33. Multi-class CNN's part 7 Trying to fix overfitting with data augmentation.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/34. Multi-class CNN's part 8 Things you could do to improve your CNN model.mp4 | 43.29MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/34. Multi-class CNN's part 8 Things you could do to improve your CNN model.srt | 6.18KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/35. Multi-class CNN's part 9 Making predictions with our model on custom images.mp4 | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/35. Multi-class CNN's part 9 Making predictions with our model on custom images.srt | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/36. Saving and loading our trained CNN model.mp4 | 69.28MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/36. Saving and loading our trained CNN model.srt | 9.07KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/37. TensorFlow computer vision and CNNs challenge, exercises & extra-curriculum.html | 0B 5. Computer Vision and Convolutional Neural Networks in TensorFlow/4. Becoming One With Data.mp4 | 45.61MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/4. Becoming One With Data.srt | 6.72KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/5. Becoming One With Data Part 2.mp4 | 104.59MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/5. Becoming One With Data Part 2.srt | 16.06KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/6. Becoming One With Data Part 3.mp4 | 39.89MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/6. Becoming One With Data Part 3.srt | 6.54KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/7. Building an end to end CNN Model.mp4 | 155.09MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/7. Building an end to end CNN Model.srt | 26.00KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/8. Using a GPU to run our CNN model 5x faster.mp4 | 114.94MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/8. Using a GPU to run our CNN model 5x faster.srt | 13.05KB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/9. Trying a non-CNN model on our image data.mp4 | 100.56MB 5. Computer Vision and Convolutional Neural Networks in TensorFlow/9. Trying a non-CNN model on our image data.srt | 11.63KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/1. What is and why use transfer learning.mp4 | 65.81MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/1. What is and why use transfer learning.srt | 15.94KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/1.1 All course materials and links (notebooks, code, data, slides) on GitHub.html | 114B 6. Transfer Learning in TensorFlow Part 1 Feature extraction/10. Comparing Our Model's Results.mp4 | 143.93MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/10. Comparing Our Model's Results.srt | 21.56KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/11. TensorFlow Transfer Learning Part 1 challenge, exercises & extra-curriculum.html | 2.44KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/2. Downloading and preparing data for our first transfer learning model.mp4 | 132.67MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/2. Downloading and preparing data for our first transfer learning model.srt | 18.11KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/3. Introducing Callbacks in TensorFlow and making a callback to track our models.mp4 | 94.89MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/3. Introducing Callbacks in TensorFlow and making a callback to track our models.srt | 14.26KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/4. Exploring the TensorFlow Hub website for pretrained models.mp4 | 102.96MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/4. Exploring the TensorFlow Hub website for pretrained models.srt | 14.67KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/5. Building and compiling a TensorFlow Hub feature extraction model.mp4 | 135.63MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/5. Building and compiling a TensorFlow Hub feature extraction model.srt | 18.91KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/6. Blowing our previous models out of the water with transfer learning.mp4 | 99.46MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/6. Blowing our previous models out of the water with transfer learning.srt | 13.66KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/7. Plotting the loss curves of our ResNet feature extraction model.mp4 | 62.09MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/7. Plotting the loss curves of our ResNet feature extraction model.srt | 10.81KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/8. Building and training a pre-trained EfficientNet model on our data.mp4 | 105.93MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/8. Building and training a pre-trained EfficientNet model on our data.srt | 14.27KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/9. Different Types of Transfer Learning.mp4 | 110.57MB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/9. Different Types of Transfer Learning.srt | 15.67KB 6. Transfer Learning in TensorFlow Part 1 Feature extraction/GetFreeCourses.Co.url | 116B 7. Transfer Learning in TensorFlow Part 2 Fine tuning/1. Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning.mp4 | 61.46MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/1. Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning.srt | 9.78KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/10. Downloading and preparing the data for Model 1 (1 percent of training data).mp4 | 97.80MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/10. Downloading and preparing the data for Model 1 (1 percent of training data).srt | 12.98KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/11. Building a data augmentation layer to use inside our model.mp4 | 117.46MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/11. Building a data augmentation layer to use inside our model.srt | 16.15KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/12. Visualising what happens when images pass through our data augmentation layer.mp4 | 119.36MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/12. Visualising what happens when images pass through our data augmentation layer.srt | 14.40KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/13. Building Model 1 (with a data augmentation layer and 1% of training data).mp4 | 152.95MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/13. Building Model 1 (with a data augmentation layer and 1% of training data).srt | 22.42KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/14. Building Model 2 (with a data augmentation layer and 10% of training data).mp4 | 159.77MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/14. Building Model 2 (with a data augmentation layer and 10% of training data).srt | 23.45KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/15. Creating a ModelCheckpoint to save our model's weights during training.mp4 | 68.99MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/15. Creating a ModelCheckpoint to save our model's weights during training.srt | 10.72KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/16. Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).mp4 | 68.15MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/16. Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).srt | 9.85KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/17. Loading and comparing saved weights to our existing trained Model 2.mp4 | 62.67MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/17. Loading and comparing saved weights to our existing trained Model 2.srt | 9.65KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/18. Preparing Model 3 (our first fine-tuned model).mp4 | 198.23MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/18. Preparing Model 3 (our first fine-tuned model).srt | 25.90KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/19. Fitting and evaluating Model 3 (our first fine-tuned model).mp4 | 69.16MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/19. Fitting and evaluating Model 3 (our first fine-tuned model).srt | 10.61KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/2. Importing a script full of helper functions (and saving lots of space).mp4 | 89.39MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/2. Importing a script full of helper functions (and saving lots of space).srt | 9.77KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/20. Comparing our model's results before and after fine-tuning.mp4 | 84.18MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/20. Comparing our model's results before and after fine-tuning.srt | 13.82KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/21. Downloading and preparing data for our biggest experiment yet (Model 4).mp4 | 56.68MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/21. Downloading and preparing data for our biggest experiment yet (Model 4).srt | 8.97KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/22. Preparing our final modelling experiment (Model 4).mp4 | 96.42MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/22. Preparing our final modelling experiment (Model 4).srt | 14.88KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/23. Fine-tuning Model 4 on 100% of the training data and evaluating its results.mp4 | 96.84MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/23. Fine-tuning Model 4 on 100% of the training data and evaluating its results.srt | 14.85KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/24. Comparing our modelling experiment results in TensorBoard.mp4 | 95.75MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/24. Comparing our modelling experiment results in TensorBoard.srt | 15.74KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/25. How to view and delete previous TensorBoard experiments.mp4 | 21.91MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/25. How to view and delete previous TensorBoard experiments.srt | 2.81KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/26. Transfer Learning in TensorFlow Part 2 challenge, exercises and extra-curriculum.html | 2.64KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/3. Downloading and turning our images into a TensorFlow BatchDataset.mp4 | 173.60MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/3. Downloading and turning our images into a TensorFlow BatchDataset.srt | 22.01KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/4. Discussing the four (actually five) modelling experiments we're running.mp4 | 15.87MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/4. Discussing the four (actually five) modelling experiments we're running.srt | 3.58KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/5. Comparing the TensorFlow Keras Sequential API versus the Functional API.mp4 | 26.45MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/5. Comparing the TensorFlow Keras Sequential API versus the Functional API.srt | 4.03KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/6. Creating our first model with the TensorFlow Keras Functional API.mp4 | 132.18MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/6. Creating our first model with the TensorFlow Keras Functional API.srt | 15.84KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/7. Compiling and fitting our first Functional API model.mp4 | 132.84MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/7. Compiling and fitting our first Functional API model.srt | 15.76KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/8. Getting a feature vector from our trained model.mp4 | 147.62MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/8. Getting a feature vector from our trained model.srt | 17.74KB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/9. Drilling into the concept of a feature vector (a learned representation).mp4 | 51.50MB 7. Transfer Learning in TensorFlow Part 2 Fine tuning/9. Drilling into the concept of a feature vector (a learned representation).srt | 5.39KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/1. Introduction to Transfer Learning Part 3 Scaling Up.mp4 | 41.53MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/1. Introduction to Transfer Learning Part 3 Scaling Up.srt | 10.12KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/10. Downloading a pretrained model to make and evaluate predictions with.mp4 | 78.69MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/10. Downloading a pretrained model to make and evaluate predictions with.srt | 8.91KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/11. Making predictions with our trained model on 25,250 test samples.mp4 | 115.59MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/11. Making predictions with our trained model on 25,250 test samples.srt | 16.24KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/12. Unravelling our test dataset for comparing ground truth labels to predictions.mp4 | 43.81MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/12. Unravelling our test dataset for comparing ground truth labels to predictions.srt | 7.72KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/13. Confirming our model's predictions are in the same order as the test labels.mp4 | 50.54MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/13. Confirming our model's predictions are in the same order as the test labels.srt | 6.77KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/14. Creating a confusion matrix for our model's 101 different classes.mp4 | 156.60MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/14. Creating a confusion matrix for our model's 101 different classes.srt | 17.49KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/15. Evaluating every individual class in our dataset.mp4 | 131.77MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/15. Evaluating every individual class in our dataset.srt | 19.30KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/16. Plotting our model's F1-scores for each separate class.mp4 | 77.94MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/16. Plotting our model's F1-scores for each separate class.srt | 10.69KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/17. Creating a function to load and prepare images for making predictions.mp4 | 109.54MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/17. Creating a function to load and prepare images for making predictions.srt | 15.79KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/18. Making predictions on our test images and evaluating them.mp4 | 171.68MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/18. Making predictions on our test images and evaluating them.srt | 23.48KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/19. Discussing the benefits of finding your model's most wrong predictions.mp4 | 59.30MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/19. Discussing the benefits of finding your model's most wrong predictions.srt | 9.41KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/2. Getting helper functions ready and downloading data to model.mp4 | 131.54MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/2. Getting helper functions ready and downloading data to model.srt | 17.73KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/20. Writing code to uncover our model's most wrong predictions.mp4 | 109.60MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/20. Writing code to uncover our model's most wrong predictions.srt | 17.03KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/21. Plotting and visualising the samples our model got most wrong.mp4 | 125.49MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/21. Plotting and visualising the samples our model got most wrong.srt | 15.45KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/22. Making predictions on and plotting our own custom images.mp4 | 108.30MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/22. Making predictions on and plotting our own custom images.srt | 14.61KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/23. Transfer Learning in TensorFlow Part 3 challenge, exercises and extra-curriculum.html | 2.28KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/3. Outlining the model we're going to build and building a ModelCheckpoint callback.mp4 | 40.61MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/3. Outlining the model we're going to build and building a ModelCheckpoint callback.srt | 7.41KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/4. Creating a data augmentation layer to use with our model.mp4 | 40.56MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/4. Creating a data augmentation layer to use with our model.srt | 6.25KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/5. Creating a headless EfficientNetB0 model with data augmentation built in.mp4 | 80.41MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/5. Creating a headless EfficientNetB0 model with data augmentation built in.srt | 13.45KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/6. Fitting and evaluating our biggest transfer learning model yet.mp4 | 70.15MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/6. Fitting and evaluating our biggest transfer learning model yet.srt | 11.43KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/7. Unfreezing some layers in our base model to prepare for fine-tuning.mp4 | 100.07MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/7. Unfreezing some layers in our base model to prepare for fine-tuning.srt | 16.60KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/8. Fine-tuning our feature extraction model and evaluating its performance.mp4 | 66.23MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/8. Fine-tuning our feature extraction model and evaluating its performance.srt | 11.87KB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/9. Saving and loading our trained model.mp4 | 57.41MB 8. Transfer Learning with TensorFlow Part 3 Scaling Up/9. Saving and loading our trained model.srt | 8.98KB 9. Milestone Project 1 Food Vision Big™/1. Introduction to Milestone Project 1 Food Vision Big™.mp4 | 42.32MB 9. Milestone Project 1 Food Vision Big™/1. Introduction to Milestone Project 1 Food Vision Big™.srt | 9.17KB 9. Milestone Project 1 Food Vision Big™/10. Turning on mixed precision training with TensorFlow.mp4 | 107.71MB 9. Milestone Project 1 Food Vision Big™/10. Turning on mixed precision training with TensorFlow.srt | 13.89KB 9. Milestone Project 1 Food Vision Big™/11. Creating a feature extraction model capable of using mixed precision training.mp4 | 107.92MB 9. Milestone Project 1 Food Vision Big™/11. Creating a feature extraction model capable of using mixed precision training.srt | 17.41KB 9. Milestone Project 1 Food Vision Big™/12. Checking to see if our model is using mixed precision training layer by layer.mp4 | 87.67MB 9. Milestone Project 1 Food Vision Big™/12. Checking to see if our model is using mixed precision training layer by layer.srt | 10.27KB 9. Milestone Project 1 Food Vision Big™/13. Training and evaluating a feature extraction model (Food Vision Big™).mp4 | 89.02MB 9. Milestone Project 1 Food Vision Big™/13. Training and evaluating a feature extraction model (Food Vision Big™).srt | 14.12KB 9. Milestone Project 1 Food Vision Big™/14. Introducing your Milestone Project 1 challenge build a model to beat DeepFood.mp4 | 89.12MB 9. Milestone Project 1 Food Vision Big™/14. Introducing your Milestone Project 1 challenge build a model to beat DeepFood.srt | 11.24KB 9. Milestone Project 1 Food Vision Big™/15. Milestone Project 1 Food Vision Big™, exercises and extra-curriculum.html | 2.32KB 9. Milestone Project 1 Food Vision Big™/2. Making sure we have access to the right GPU for mixed precision training.mp4 | 88.15MB 9. Milestone Project 1 Food Vision Big™/2. Making sure we have access to the right GPU for mixed precision training.srt | 14.06KB 9. Milestone Project 1 Food Vision Big™/3. Getting helper functions ready.mp4 | 31.09MB 9. Milestone Project 1 Food Vision Big™/3. Getting helper functions ready.srt | 3.94KB 9. Milestone Project 1 Food Vision Big™/4. Introduction to TensorFlow Datasets (TFDS).mp4 | 116.84MB 9. Milestone Project 1 Food Vision Big™/4. Introduction to TensorFlow Datasets (TFDS).srt | 17.62KB 9. Milestone Project 1 Food Vision Big™/5. Exploring and becoming one with the data (Food101 from TensorFlow Datasets).mp4 | 116.71MB 9. Milestone Project 1 Food Vision Big™/5. Exploring and becoming one with the data (Food101 from TensorFlow Datasets).srt | 22.34KB 9. Milestone Project 1 Food Vision Big™/6. Creating a preprocessing function to prepare our data for modelling.mp4 | 132.19MB 9. Milestone Project 1 Food Vision Big™/6. Creating a preprocessing function to prepare our data for modelling.srt | 18.84KB 9. Milestone Project 1 Food Vision Big™/7. Batching and preparing our datasets (to make them run fast).mp4 | 132.24MB 9. Milestone Project 1 Food Vision Big™/7. Batching and preparing our datasets (to make them run fast).srt | 19.22KB 9. Milestone Project 1 Food Vision Big™/8. Exploring what happens when we batch and prefetch our data.mp4 | 63.82MB 9. Milestone Project 1 Food Vision Big™/8. Exploring what happens when we batch and prefetch our data.srt | 9.41KB 9. Milestone Project 1 Food Vision Big™/9. Creating modelling callbacks for our feature extraction model.mp4 | 60.79MB 9. Milestone Project 1 Food Vision Big™/9. Creating modelling callbacks for our feature extraction model.srt | 9.84KB Download Paid Udemy Courses For Free.url | 116B GetFreeCourses.Co.url | 116B How you can help GetFreeCourses.Co.txt | 182B