Name [FreeCourseSite.com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
File Type package
Size 6.33GB
UpdateDate 2024-9-19
hash *****B9CA0AE717415640B38B6D7014BC13344C
Hot 1
Files 0. Websites you may like/[CourseClub.ME].url | 122B 0. Websites you may like/[FCS Forum].url | 133B 0. Websites you may like/[FreeCourseSite.com].url | 127B 1. Welcome to the course!/1. Applications of Machine Learning.mp4 | 7.99MB 1. Welcome to the course!/1. Applications of Machine Learning.vtt | 4.64KB 1. Welcome to the course!/10. Installing R and R Studio (Mac, Linux & Windows).mp4 | 17.55MB 1. Welcome to the course!/10. Installing R and R Studio (Mac, Linux & Windows).vtt | 7.94KB 1. Welcome to the course!/11. BONUS Meet your instructors.html | 1.04KB 1. Welcome to the course!/12. Some Additional Resources.html | 551B 1. Welcome to the course!/13. FAQBot!.html | 1.76KB 1. Welcome to the course!/2. BONUS Learning Paths.html | 2.37KB 1. Welcome to the course!/3. Why Machine Learning is the Future.mp4 | 12.81MB 1. Welcome to the course!/3. Why Machine Learning is the Future.vtt | 8.12KB 1. Welcome to the course!/4. Important notes, tips & tricks for this course.html | 3.24KB 1. Welcome to the course!/5. This PDF resource will help you a lot.html | 1.49KB 1. Welcome to the course!/5.1 Machine_Learning_A_Z_Q_A.pdf.pdf | 2.26MB 1. Welcome to the course!/6. The whole code folder of the course.html | 1.02KB 1. Welcome to the course!/6.1 Machine_Learning_A-Z_New.zip.zip | 228.44MB 1. Welcome to the course!/7. Updates on Udemy Reviews.mp4 | 52.92MB 1. Welcome to the course!/7. Updates on Udemy Reviews.vtt | 52.93MB 1. Welcome to the course!/8. Installing Python and Anaconda (Mac, Linux & Windows).mp4 | 19.52MB 1. Welcome to the course!/8. Installing Python and Anaconda (Mac, Linux & Windows).vtt | 10.98KB 1. Welcome to the course!/9. Update Recommended Anaconda Version.html | 1.32KB 10. Evaluating Regression Models Performance/1. R-Squared Intuition.mp4 | 8.85MB 10. Evaluating Regression Models Performance/1. R-Squared Intuition.vtt | 6.46KB 10. Evaluating Regression Models Performance/2. Adjusted R-Squared Intuition.mp4 | 19.28MB 10. Evaluating Regression Models Performance/2. Adjusted R-Squared Intuition.vtt | 12.99KB 10. Evaluating Regression Models Performance/3. Evaluating Regression Models Performance - Homework's Final Part.mp4 | 21.89MB 10. Evaluating Regression Models Performance/3. Evaluating Regression Models Performance - Homework's Final Part.vtt | 11.59KB 10. Evaluating Regression Models Performance/4. Interpreting Linear Regression Coefficients.mp4 | 24.21MB 10. Evaluating Regression Models Performance/4. Interpreting Linear Regression Coefficients.vtt | 12.02KB 10. Evaluating Regression Models Performance/5. Conclusion of Part 2 - Regression.html | 2.91KB 11. -------------------- Part 3 Classification --------------------/1. Welcome to Part 3 - Classification.html | 831B 12. Logistic Regression/1. Logistic Regression Intuition.mp4 | 29.17MB 12. Logistic Regression/1. Logistic Regression Intuition.vtt | 20.91KB 12. Logistic Regression/10. Logistic Regression in R - Step 2.mp4 | 7.85MB 12. Logistic Regression/10. Logistic Regression in R - Step 2.vtt | 3.92KB 12. Logistic Regression/11. Logistic Regression in R - Step 3.mp4 | 14.59MB 12. Logistic Regression/11. Logistic Regression in R - Step 3.vtt | 6.65KB 12. Logistic Regression/12. Logistic Regression in R - Step 4.mp4 | 6.91MB 12. Logistic Regression/12. Logistic Regression in R - Step 4.vtt | 3.55KB 12. Logistic Regression/13. Logistic Regression in R - Step 5.mp4 | 51.68MB 12. Logistic Regression/13. Logistic Regression in R - Step 5.vtt | 26.00KB 12. Logistic Regression/14. R Classification Template.mp4 | 12.47MB 12. Logistic Regression/14. R Classification Template.vtt | 6.06KB 12. Logistic Regression/15. Logistic Regression.html | 118B 12. Logistic Regression/2. How to get the dataset.mp4 | 11.71MB 12. Logistic Regression/2. How to get the dataset.vtt | 4.23KB 12. Logistic Regression/3. Logistic Regression in Python - Step 1.mp4 | 12.93MB 12. Logistic Regression/3. Logistic Regression in Python - Step 1.vtt | 2.26MB 12. Logistic Regression/4. Logistic Regression in Python - Step 2.mp4 | 8.24MB 12. Logistic Regression/4. Logistic Regression in Python - Step 2.vtt | 4.42KB 12. Logistic Regression/5. Logistic Regression in Python - Step 3.mp4 | 5.98MB 12. Logistic Regression/5. Logistic Regression in Python - Step 3.vtt | 3.66KB 12. Logistic Regression/6. Logistic Regression in Python - Step 4.mp4 | 10.38MB 12. Logistic Regression/6. Logistic Regression in Python - Step 4.vtt | 6.37KB 12. Logistic Regression/7. Logistic Regression in Python - Step 5.mp4 | 42.55MB 12. Logistic Regression/7. Logistic Regression in Python - Step 5.vtt | 26.48KB 12. Logistic Regression/8. Python Classification Template.mp4 | 12.06MB 12. Logistic Regression/8. Python Classification Template.vtt | 5.48KB 12. Logistic Regression/9. Logistic Regression in R - Step 1.mp4 | 12.59MB 12. Logistic Regression/9. Logistic Regression in R - Step 1.vtt | 7.92KB 13. K-Nearest Neighbors (K-NN)/1. K-Nearest Neighbor Intuition.mp4 | 9.28MB 13. K-Nearest Neighbors (K-NN)/1. K-Nearest Neighbor Intuition.vtt | 7.23KB 13. K-Nearest Neighbors (K-NN)/2. How to get the dataset.mp4 | 11.71MB 13. K-Nearest Neighbors (K-NN)/2. How to get the dataset.vtt | 4.23KB 13. K-Nearest Neighbors (K-NN)/3. K-NN in Python.mp4 | 35.21MB 13. K-Nearest Neighbors (K-NN)/3. K-NN in Python.vtt | 18.76KB 13. K-Nearest Neighbors (K-NN)/4. K-NN in R.mp4 | 41.37MB 13. K-Nearest Neighbors (K-NN)/4. K-NN in R.vtt | 20.68KB 13. K-Nearest Neighbors (K-NN)/5. K-Nearest Neighbor.html | 118B 14. Support Vector Machine (SVM)/1. SVM Intuition.mp4 | 18.01MB 14. Support Vector Machine (SVM)/1. SVM Intuition.vtt | 14.19KB 14. Support Vector Machine (SVM)/2. How to get the dataset.mp4 | 11.72MB 14. Support Vector Machine (SVM)/2. How to get the dataset.vtt | 4.23KB 14. Support Vector Machine (SVM)/3. SVM in Python.mp4 | 31.16MB 14. Support Vector Machine (SVM)/3. SVM in Python.vtt | 16.91KB 14. Support Vector Machine (SVM)/4. SVM in R.mp4 | 32.26MB 14. Support Vector Machine (SVM)/4. SVM in R.vtt | 16.36KB 14. Support Vector Machine (SVM)/4.1 SVM.zip.zip | 8.27KB 15. Kernel SVM/1. Kernel SVM Intuition.mp4 | 5.79MB 15. Kernel SVM/1. Kernel SVM Intuition.vtt | 3.92KB 15. Kernel SVM/2. Mapping to a higher dimension.mp4 | 13.74MB 15. Kernel SVM/2. Mapping to a higher dimension.vtt | 9.32KB 15. Kernel SVM/3. The Kernel Trick.mp4 | 29.28MB 15. Kernel SVM/3. The Kernel Trick.vtt | 14.43KB 15. Kernel SVM/4. Types of Kernel Functions.mp4 | 12.31MB 15. Kernel SVM/4. Types of Kernel Functions.vtt | 4.37KB 15. Kernel SVM/5. How to get the dataset.mp4 | 11.71MB 15. Kernel SVM/5. How to get the dataset.vtt | 4.23KB 15. Kernel SVM/6. Kernel SVM in Python.mp4 | 41.62MB 15. Kernel SVM/6. Kernel SVM in Python.vtt | 24.98KB 15. Kernel SVM/7. Kernel SVM in R.mp4 | 40.45MB 15. Kernel SVM/7. Kernel SVM in R.vtt | 22.66KB 16. Naive Bayes/1. Bayes Theorem.mp4 | 43.90MB 16. Naive Bayes/1. Bayes Theorem.vtt | 30.66KB 16. Naive Bayes/2. Naive Bayes Intuition.mp4 | 27.79MB 16. Naive Bayes/2. Naive Bayes Intuition.vtt | 20.89KB 16. Naive Bayes/3. Naive Bayes Intuition (Challenge Reveal).mp4 | 13.28MB 16. Naive Bayes/3. Naive Bayes Intuition (Challenge Reveal).vtt | 8.57KB 16. Naive Bayes/4. Naive Bayes Intuition (Extras).mp4 | 18.94MB 16. Naive Bayes/4. Naive Bayes Intuition (Extras).vtt | 14.29KB 16. Naive Bayes/5. How to get the dataset.mp4 | 11.71MB 16. Naive Bayes/5. How to get the dataset.vtt | 4.23KB 16. Naive Bayes/6. Naive Bayes in Python.mp4 | 23.38MB 16. Naive Bayes/6. Naive Bayes in Python.vtt | 12.22KB 16. Naive Bayes/7. Naive Bayes in R.mp4 | 37.31MB 16. Naive Bayes/7. Naive Bayes in R.vtt | 19.45KB 17. Decision Tree Classification/1. Decision Tree Classification Intuition.mp4 | 18.79MB 17. Decision Tree Classification/1. Decision Tree Classification Intuition.vtt | 18.80MB 17. Decision Tree Classification/2. How to get the dataset.mp4 | 11.71MB 17. Decision Tree Classification/2. How to get the dataset.vtt | 4.23KB 17. Decision Tree Classification/3. Decision Tree Classification in Python.mp4 | 29.80MB 17. Decision Tree Classification/3. Decision Tree Classification in Python.vtt | 17.21KB 17. Decision Tree Classification/4. Decision Tree Classification in R.mp4 | 51.18MB 17. Decision Tree Classification/4. Decision Tree Classification in R.vtt | 25.86KB 18. Random Forest Classification/1. Random Forest Classification Intuition.mp4 | 19.43MB 18. Random Forest Classification/1. Random Forest Classification Intuition.vtt | 6.41KB 18. Random Forest Classification/2. How to get the dataset.mp4 | 11.71MB 18. Random Forest Classification/2. How to get the dataset.vtt | 4.23KB 18. Random Forest Classification/3. Random Forest Classification in Python.mp4 | 47.15MB 18. Random Forest Classification/3. Random Forest Classification in Python.vtt | 27.43KB 18. Random Forest Classification/4. Random Forest Classification in R.mp4 | 49.39MB 18. Random Forest Classification/4. Random Forest Classification in R.vtt | 28.85KB 19. Evaluating Classification Models Performance/1. False Positives & False Negatives.mp4 | 13.65MB 19. Evaluating Classification Models Performance/1. False Positives & False Negatives.vtt | 10.19KB 19. Evaluating Classification Models Performance/2. Confusion Matrix.mp4 | 8.22MB 19. Evaluating Classification Models Performance/2. Confusion Matrix.vtt | 6.74KB 19. Evaluating Classification Models Performance/3. Accuracy Paradox.mp4 | 3.80MB 19. Evaluating Classification Models Performance/3. Accuracy Paradox.vtt | 2.94KB 19. Evaluating Classification Models Performance/4. CAP Curve.mp4 | 18.68MB 19. Evaluating Classification Models Performance/4. CAP Curve.vtt | 14.55KB 19. Evaluating Classification Models Performance/5. CAP Curve Analysis.mp4 | 11.52MB 19. Evaluating Classification Models Performance/5. CAP Curve Analysis.vtt | 8.35KB 19. Evaluating Classification Models Performance/6. Conclusion of Part 3 - Classification.html | 3.75KB 2. -------------------- Part 1 Data Preprocessing --------------------/1. Welcome to Part 1 - Data Preprocessing.mp4 | 2.99MB 2. -------------------- Part 1 Data Preprocessing --------------------/1. Welcome to Part 1 - Data Preprocessing.vtt | 2.29KB 2. -------------------- Part 1 Data Preprocessing --------------------/10. Feature Scaling.mp4 | 34.62MB 2. -------------------- Part 1 Data Preprocessing --------------------/10. Feature Scaling.vtt | 20.79KB 2. -------------------- Part 1 Data Preprocessing --------------------/11. And here is our Data Preprocessing Template!.mp4 | 19.67MB 2. -------------------- Part 1 Data Preprocessing --------------------/11. And here is our Data Preprocessing Template!.vtt | 12.67KB 2. -------------------- Part 1 Data Preprocessing --------------------/12. Data Preprocessing.html | 118B 2. -------------------- Part 1 Data Preprocessing --------------------/2. Get the dataset.mp4 | 21.15MB 2. -------------------- Part 1 Data Preprocessing --------------------/2. Get the dataset.vtt | 9.39KB 2. -------------------- Part 1 Data Preprocessing --------------------/3. Importing the Libraries.mp4 | 11.08MB 2. -------------------- Part 1 Data Preprocessing --------------------/3. Importing the Libraries.vtt | 6.98KB 2. -------------------- Part 1 Data Preprocessing --------------------/4. Importing the Dataset.mp4 | 23.31MB 2. -------------------- Part 1 Data Preprocessing --------------------/4. Importing the Dataset.vtt | 16.59KB 2. -------------------- Part 1 Data Preprocessing --------------------/6. Missing Data.mp4 | 32.16MB 2. -------------------- Part 1 Data Preprocessing --------------------/6. Missing Data.vtt | 19.43KB 2. -------------------- Part 1 Data Preprocessing --------------------/7. Categorical Data.mp4 | 40.79MB 2. -------------------- Part 1 Data Preprocessing --------------------/7. Categorical Data.vtt | 23.86KB 2. -------------------- Part 1 Data Preprocessing --------------------/8. WARNING - Update.html | 2.86KB 2. -------------------- Part 1 Data Preprocessing --------------------/9. Splitting the Dataset into the Training set and Test set.mp4 | 39.03MB 2. -------------------- Part 1 Data Preprocessing --------------------/9. Splitting the Dataset into the Training set and Test set.vtt | 23.91KB 20. -------------------- Part 4 Clustering --------------------/1. Welcome to Part 4 - Clustering.html | 734B 21. K-Means Clustering/1. K-Means Clustering Intuition.mp4 | 26.86MB 21. K-Means Clustering/1. K-Means Clustering Intuition.vtt | 20.91KB 21. K-Means Clustering/2. K-Means Random Initialization Trap.mp4 | 15.36MB 21. K-Means Clustering/2. K-Means Random Initialization Trap.vtt | 11.61KB 21. K-Means Clustering/3. K-Means Selecting The Number Of Clusters.mp4 | 23.13MB 21. K-Means Clustering/3. K-Means Selecting The Number Of Clusters.vtt | 16.55KB 21. K-Means Clustering/4. How to get the dataset.mp4 | 11.71MB 21. K-Means Clustering/4. How to get the dataset.vtt | 4.23KB 21. K-Means Clustering/5. K-Means Clustering in Python.mp4 | 39.77MB 21. K-Means Clustering/5. K-Means Clustering in Python.vtt | 25.22KB 21. K-Means Clustering/6. K-Means Clustering in R.mp4 | 28.99MB 21. K-Means Clustering/6. K-Means Clustering in R.vtt | 17.34KB 21. K-Means Clustering/7. K-Means Clustering.html | 118B 22. Hierarchical Clustering/1. Hierarchical Clustering Intuition.mp4 | 16.53MB 22. Hierarchical Clustering/1. Hierarchical Clustering Intuition.vtt | 16.53MB 22. Hierarchical Clustering/10. HC in R - Step 1.mp4 | 7.38MB 22. Hierarchical Clustering/10. HC in R - Step 1.vtt | 5.67KB 22. Hierarchical Clustering/11. HC in R - Step 2.mp4 | 11.15MB 22. Hierarchical Clustering/11. HC in R - Step 2.vtt | 7.32KB 22. Hierarchical Clustering/12. HC in R - Step 3.mp4 | 7.81MB 22. Hierarchical Clustering/12. HC in R - Step 3.vtt | 4.29KB 22. Hierarchical Clustering/13. HC in R - Step 4.mp4 | 7.44MB 22. Hierarchical Clustering/13. HC in R - Step 4.vtt | 3.49KB 22. Hierarchical Clustering/14. HC in R - Step 5.mp4 | 6.89MB 22. Hierarchical Clustering/14. HC in R - Step 5.vtt | 3.66KB 22. Hierarchical Clustering/15. Hierarchical Clustering.html | 118B 22. Hierarchical Clustering/16. Conclusion of Part 4 - Clustering.html | 516B 22. Hierarchical Clustering/16.1 Clustering-Pros-Cons.pdf.pdf | 25.76KB 22. Hierarchical Clustering/2. Hierarchical Clustering How Dendrograms Work.mp4 | 17.47MB 22. Hierarchical Clustering/2. Hierarchical Clustering How Dendrograms Work.vtt | 12.84KB 22. Hierarchical Clustering/3. Hierarchical Clustering Using Dendrograms.mp4 | 22.81MB 22. Hierarchical Clustering/3. Hierarchical Clustering Using Dendrograms.vtt | 15.86KB 22. Hierarchical Clustering/4. How to get the dataset.mp4 | 11.72MB 22. Hierarchical Clustering/4. How to get the dataset.vtt | 4.23KB 22. Hierarchical Clustering/5. HC in Python - Step 1.mp4 | 10.72MB 22. Hierarchical Clustering/5. HC in Python - Step 1.vtt | 6.79KB 22. Hierarchical Clustering/6. HC in Python - Step 2.mp4 | 12.64MB 22. Hierarchical Clustering/6. HC in Python - Step 2.vtt | 8.57KB 22. Hierarchical Clustering/7. HC in Python - Step 3.mp4 | 12.30MB 22. Hierarchical Clustering/7. HC in Python - Step 3.vtt | 6.95KB 22. Hierarchical Clustering/8. HC in Python - Step 4.mp4 | 12.02MB 22. Hierarchical Clustering/8. HC in Python - Step 4.vtt | 5.85KB 22. Hierarchical Clustering/9. HC in Python - Step 5.mp4 | 8.39MB 22. Hierarchical Clustering/9. HC in Python - Step 5.vtt | 6.14KB 23. -------------------- Part 5 Association Rule Learning --------------------/1. Welcome to Part 5 - Association Rule Learning.html | 425B 24. Apriori/1. Apriori Intuition.mp4 | 35.02MB 24. Apriori/1. Apriori Intuition.vtt | 22.59KB 24. Apriori/2. How to get the dataset.mp4 | 11.72MB 24. Apriori/2. How to get the dataset.vtt | 4.23KB 24. Apriori/3. Apriori in R - Step 1.mp4 | 42.87MB 24. Apriori/3. Apriori in R - Step 1.vtt | 42.89MB 24. Apriori/4. Apriori in R - Step 2.mp4 | 30.50MB 24. Apriori/4. Apriori in R - Step 2.vtt | 20.59KB 24. Apriori/5. Apriori in R - Step 3.mp4 | 43.84MB 24. Apriori/5. Apriori in R - Step 3.vtt | 27.72KB 24. Apriori/6. Apriori in Python - Step 1.mp4 | 37.97MB 24. Apriori/6. Apriori in Python - Step 1.vtt | 24.86KB 24. Apriori/7. Apriori in Python - Step 2.mp4 | 29.52MB 24. Apriori/7. Apriori in Python - Step 2.vtt | 20.11KB 24. Apriori/8. Apriori in Python - Step 3.mp4 | 26.96MB 24. Apriori/8. Apriori in Python - Step 3.vtt | 26.98MB 25. Eclat/1. Eclat Intuition.mp4 | 10.65MB 25. Eclat/1. Eclat Intuition.vtt | 7.12KB 25. Eclat/2. How to get the dataset.mp4 | 11.72MB 25. Eclat/2. How to get the dataset.vtt | 4.23KB 25. Eclat/3. Eclat in R.mp4 | 20.68MB 25. Eclat/3. Eclat in R.vtt | 14.11KB 25. Eclat/3.1 Eclat.zip.zip | 48.54KB 26. -------------------- Part 6 Reinforcement Learning --------------------/1. Welcome to Part 6 - Reinforcement Learning.html | 804B 27. Upper Confidence Bound (UCB)/1. The Multi-Armed Bandit Problem.mp4 | 30.19MB 27. Upper Confidence Bound (UCB)/1. The Multi-Armed Bandit Problem.vtt | 19.44KB 27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.mp4 | 47.20MB 27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.vtt | 21.98KB 27. Upper Confidence Bound (UCB)/11. Upper Confidence Bound in R - Step 4.mp4 | 7.41MB 27. Upper Confidence Bound (UCB)/11. Upper Confidence Bound in R - Step 4.vtt | 3.86KB 27. Upper Confidence Bound (UCB)/2. Upper Confidence Bound (UCB) Intuition.mp4 | 29.33MB 27. Upper Confidence Bound (UCB)/2. Upper Confidence Bound (UCB) Intuition.vtt | 29.33MB 27. Upper Confidence Bound (UCB)/3. How to get the dataset.mp4 | 11.71MB 27. Upper Confidence Bound (UCB)/3. How to get the dataset.vtt | 4.23KB 27. Upper Confidence Bound (UCB)/4. Upper Confidence Bound in Python - Step 1.mp4 | 31.53MB 27. Upper Confidence Bound (UCB)/4. Upper Confidence Bound in Python - Step 1.vtt | 19.05KB 27. Upper Confidence Bound (UCB)/5. Upper Confidence Bound in Python - Step 2.mp4 | 35.44MB 27. Upper Confidence Bound (UCB)/5. Upper Confidence Bound in Python - Step 2.vtt | 21.82KB 27. Upper Confidence Bound (UCB)/6. Upper Confidence Bound in Python - Step 3.mp4 | 41.11MB 27. Upper Confidence Bound (UCB)/6. Upper Confidence Bound in Python - Step 3.vtt | 23.38KB 27. Upper Confidence Bound (UCB)/7. Upper Confidence Bound in Python - Step 4.mp4 | 9.13MB 27. Upper Confidence Bound (UCB)/7. Upper Confidence Bound in Python - Step 4.vtt | 4.38KB 27. Upper Confidence Bound (UCB)/8. Upper Confidence Bound in R - Step 1.mp4 | 28.05MB 27. Upper Confidence Bound (UCB)/8. Upper Confidence Bound in R - Step 1.vtt | 17.91KB 27. Upper Confidence Bound (UCB)/9. Upper Confidence Bound in R - Step 2.mp4 | 29.02MB 27. Upper Confidence Bound (UCB)/9. Upper Confidence Bound in R - Step 2.vtt | 19.20KB 28. Thompson Sampling/1. Thompson Sampling Intuition.mp4 | 37.27MB 28. Thompson Sampling/1. Thompson Sampling Intuition.vtt | 24.09KB 28. Thompson Sampling/2. Algorithm Comparison UCB vs Thompson Sampling.mp4 | 14.09MB 28. Thompson Sampling/2. Algorithm Comparison UCB vs Thompson Sampling.vtt | 9.89KB 28. Thompson Sampling/3. How to get the dataset.mp4 | 11.72MB 28. Thompson Sampling/3. How to get the dataset.vtt | 4.23KB 28. Thompson Sampling/4. Thompson Sampling in Python - Step 1.mp4 | 43.13MB 28. Thompson Sampling/4. Thompson Sampling in Python - Step 1.vtt | 25.19KB 28. Thompson Sampling/5. Thompson Sampling in Python - Step 2.mp4 | 8.42MB 28. Thompson Sampling/5. Thompson Sampling in Python - Step 2.vtt | 5.20KB 28. Thompson Sampling/6. Thompson Sampling in R - Step 1.mp4 | 40.93MB 28. Thompson Sampling/6. Thompson Sampling in R - Step 1.vtt | 24.31KB 28. Thompson Sampling/7. Thompson Sampling in R - Step 2.mp4 | 7.47MB 28. Thompson Sampling/7. Thompson Sampling in R - Step 2.vtt | 4.76KB 29. -------------------- Part 7 Natural Language Processing --------------------/1. Welcome to Part 7 - Natural Language Processing.html | 1.69KB 29. -------------------- Part 7 Natural Language Processing --------------------/10. Natural Language Processing in Python - Step 7.mp4 | 17.10MB 29. -------------------- Part 7 Natural Language Processing --------------------/10. Natural Language Processing in Python - Step 7.vtt | 8.60KB 29. -------------------- Part 7 Natural Language Processing --------------------/11. Natural Language Processing in Python - Step 8.mp4 | 39.48MB 29. -------------------- Part 7 Natural Language Processing --------------------/11. Natural Language Processing in Python - Step 8.vtt | 20.80KB 29. -------------------- Part 7 Natural Language Processing --------------------/12. Natural Language Processing in Python - Step 9.mp4 | 14.01MB 29. -------------------- Part 7 Natural Language Processing --------------------/12. Natural Language Processing in Python - Step 9.vtt | 7.25KB 29. -------------------- Part 7 Natural Language Processing --------------------/13. Natural Language Processing in Python - Step 10.mp4 | 24.13MB 29. -------------------- Part 7 Natural Language Processing --------------------/13. Natural Language Processing in Python - Step 10.vtt | 12.49KB 29. -------------------- Part 7 Natural Language Processing --------------------/14. Homework Challenge.html | 1.37KB 29. -------------------- Part 7 Natural Language Processing --------------------/15. Natural Language Processing in R - Step 1.mp4 | 40.38MB 29. -------------------- Part 7 Natural Language Processing --------------------/15. Natural Language Processing in R - Step 1.vtt | 40.38MB 29. -------------------- Part 7 Natural Language Processing --------------------/16. Natural Language Processing in R - Step 2.mp4 | 17.48MB 29. -------------------- Part 7 Natural Language Processing --------------------/16. Natural Language Processing in R - Step 2.vtt | 11.33KB 29. -------------------- Part 7 Natural Language Processing --------------------/17. Natural Language Processing in R - Step 3.mp4 | 13.52MB 29. -------------------- Part 7 Natural Language Processing --------------------/17. Natural Language Processing in R - Step 3.vtt | 8.83KB 29. -------------------- Part 7 Natural Language Processing --------------------/18. Natural Language Processing in R - Step 4.mp4 | 6.51MB 29. -------------------- Part 7 Natural Language Processing --------------------/18. Natural Language Processing in R - Step 4.vtt | 4.20KB 29. -------------------- Part 7 Natural Language Processing --------------------/19. Natural Language Processing in R - Step 5.mp4 | 4.57MB 29. -------------------- Part 7 Natural Language Processing --------------------/19. Natural Language Processing in R - Step 5.vtt | 2.83KB 29. -------------------- Part 7 Natural Language Processing --------------------/2. Natural Language Processing Intuition.mp4 | 29.69MB 29. -------------------- Part 7 Natural Language Processing --------------------/2. Natural Language Processing Intuition.vtt | 6.26KB 29. -------------------- Part 7 Natural Language Processing --------------------/20. Natural Language Processing in R - Step 6.mp4 | 12.74MB 29. -------------------- Part 7 Natural Language Processing --------------------/20. Natural Language Processing in R - Step 6.vtt | 7.32KB 29. -------------------- Part 7 Natural Language Processing --------------------/21. Natural Language Processing in R - Step 7.mp4 | 7.52MB 29. -------------------- Part 7 Natural Language Processing --------------------/21. Natural Language Processing in R - Step 7.vtt | 4.99KB 29. -------------------- Part 7 Natural Language Processing --------------------/22. Natural Language Processing in R - Step 8.mp4 | 13.27MB 29. -------------------- Part 7 Natural Language Processing --------------------/22. Natural Language Processing in R - Step 8.vtt | 6.97KB 29. -------------------- Part 7 Natural Language Processing --------------------/23. Natural Language Processing in R - Step 9.mp4 | 28.99MB 29. -------------------- Part 7 Natural Language Processing --------------------/23. Natural Language Processing in R - Step 9.vtt | 17.18KB 29. -------------------- Part 7 Natural Language Processing --------------------/24. Natural Language Processing in R - Step 10.mp4 | 41.19MB 29. -------------------- Part 7 Natural Language Processing --------------------/24. Natural Language Processing in R - Step 10.vtt | 22.89KB 29. -------------------- Part 7 Natural Language Processing --------------------/25. Homework Challenge.html | 1.40KB 29. -------------------- Part 7 Natural Language Processing --------------------/3. How to get the dataset.mp4 | 11.71MB 29. -------------------- Part 7 Natural Language Processing --------------------/3. How to get the dataset.vtt | 4.23KB 29. -------------------- Part 7 Natural Language Processing --------------------/4. Natural Language Processing in Python - Step 1.mp4 | 35.20MB 29. -------------------- Part 7 Natural Language Processing --------------------/4. Natural Language Processing in Python - Step 1.vtt | 15.95KB 29. -------------------- Part 7 Natural Language Processing --------------------/5. Natural Language Processing in Python - Step 2.mp4 | 21.96MB 29. -------------------- Part 7 Natural Language Processing --------------------/5. Natural Language Processing in Python - Step 2.vtt | 13.74KB 29. -------------------- Part 7 Natural Language Processing --------------------/6. Natural Language Processing in Python - Step 3.mp4 | 3.39MB 29. -------------------- Part 7 Natural Language Processing --------------------/6. Natural Language Processing in Python - Step 3.vtt | 3.39MB 29. -------------------- Part 7 Natural Language Processing --------------------/7. Natural Language Processing in Python - Step 4.mp4 | 24.01MB 29. -------------------- Part 7 Natural Language Processing --------------------/7. Natural Language Processing in Python - Step 4.vtt | 15.17KB 29. -------------------- Part 7 Natural Language Processing --------------------/8. Natural Language Processing in Python - Step 5.mp4 | 14.91MB 29. -------------------- Part 7 Natural Language Processing --------------------/8. Natural Language Processing in Python - Step 5.vtt | 9.23KB 29. -------------------- Part 7 Natural Language Processing --------------------/9. Natural Language Processing in Python - Step 6.mp4 | 6.49MB 29. -------------------- Part 7 Natural Language Processing --------------------/9. Natural Language Processing in Python - Step 6.vtt | 3.86KB 3. -------------------- Part 2 Regression --------------------/1. Welcome to Part 2 - Regression.html | 875B 30. -------------------- Part 8 Deep Learning --------------------/1. Welcome to Part 8 - Deep Learning.html | 870B 30. -------------------- Part 8 Deep Learning --------------------/2. What is Deep Learning.mp4 | 31.31MB 30. -------------------- Part 8 Deep Learning --------------------/2. What is Deep Learning.vtt | 15.89KB 31. Artificial Neural Networks/1. Plan of attack.mp4 | 4.74MB 31. Artificial Neural Networks/1. Plan of attack.vtt | 3.54KB 31. Artificial Neural Networks/10. Business Problem Description.mp4 | 16.38MB 31. Artificial Neural Networks/10. Business Problem Description.vtt | 6.47KB 31. Artificial Neural Networks/11. Installing Keras.html | 1.42KB 31. 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Convolutional Neural Networks/8. Summary.mp4 | 7.92MB 32. Convolutional Neural Networks/8. Summary.vtt | 5.33KB 32. Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 | 33.23MB 32. Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt | 22.13KB 33. -------------------- Part 9 Dimensionality Reduction --------------------/1. Welcome to Part 9 - Dimensionality Reduction.html | 1.26KB 34. Principal Component Analysis (PCA)/1. Principal Component Analysis (PCA) Intuition.mp4 | 32.11MB 34. Principal Component Analysis (PCA)/1. Principal Component Analysis (PCA) Intuition.vtt | 4.45KB 34. Principal Component Analysis (PCA)/2. How to get the dataset.mp4 | 11.71MB 34. Principal Component Analysis (PCA)/2. How to get the dataset.vtt | 4.23KB 34. Principal Component Analysis (PCA)/3. PCA in Python - Step 1.mp4 | 31.96MB 34. Principal Component Analysis (PCA)/3. PCA in Python - Step 1.vtt | 15.42KB 34. Principal Component Analysis (PCA)/4. 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