Name [FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on

File Type video

Size 3.07GB

UpdateDate 2024-6-27

hash *****804347A5C76C41CA887FCCAE80EC91E069

Hot 4

Files 01 Getting Started/001 Introduction.mp4 | 27.73MB 01 Getting Started/001 Introduction-subtitle-en.srt | 4.91KB 01 Getting Started/002 [Activity] Getting What You Need.mp4 | 9.52MB 01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt | 4.78KB 01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 | 40.51MB 01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt | 9.49KB 01 Getting Started/004 Python Basics_ Part 1.mp4 | 43.97MB 01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt | 33.73KB 01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4 | 28.46MB 01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt | 19.86KB 01 Getting Started/006 Running Python Scripts.mp4 | 21.57MB 01 Getting Started/006 Running Python Scripts-subtitle-en.srt | 8.57KB 01 Getting Started/007 Introducing the Pandas Library.mp4 | 43.34MB 01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt | 18.00KB 01 Getting Started/external_links.txt | 146B 02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 | 34.11MB 02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt | 15.42KB 02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4 | 28.17MB 02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt | 12.32KB 02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 | 38.99MB 02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt | 17.35KB 02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4 | 45.62MB 02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation-subtitle-en.srt | 24.46KB 02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function.mp4 | 12.35MB 02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function-subtitle-en.srt | 7.26KB 02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions.mp4 | 27.67MB 02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions-subtitle-en.srt | 15.28KB 02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments.mp4 | 42.98MB 02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments-subtitle-en.srt | 26.79KB 02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4 | 49.28MB 02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib-subtitle-en.srt | 27.09KB 02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4 | 49.78MB 02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation-subtitle-en.srt | 24.57KB 02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4 | 49.55MB 02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability-subtitle-en.srt | 24.47KB 02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4 | 14.09MB 02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt | 4.67KB 02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem.mp4 | 30.13MB 02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem-subtitle-en.srt | 10.95KB 03 Predictive Models/020 [Activity] Linear Regression.mp4 | 32.97MB 03 Predictive Models/020 [Activity] Linear Regression-subtitle-en.srt | 24.32KB 03 Predictive Models/021 [Activity] Polynomial Regression.mp4 | 29.78MB 03 Predictive Models/021 [Activity] Polynomial Regression-subtitle-en.srt | 16.71KB 03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 | 49.97MB 03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt | 23.76KB 03 Predictive Models/023 Multi-Level Models.mp4 | 23.66MB 03 Predictive Models/023 Multi-Level Models-subtitle-en.srt | 10.17KB 04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 | 47.80MB 04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt | 19.85KB 04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4 | 22.02MB 04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt | 12.47KB 04 Machine Learning with Python/026 Bayesian Methods_ Concepts.mp4 | 19.41MB 04 Machine Learning with Python/026 Bayesian Methods_ Concepts-subtitle-en.srt | 8.43KB 04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 | 36.48MB 04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt | 16.55KB 04 Machine Learning with Python/028 K-Means Clustering.mp4 | 30.30MB 04 Machine Learning with Python/028 K-Means Clustering-subtitle-en.srt | 16.33KB 04 Machine Learning with Python/029 [Activity] Clustering people based on income and age.mp4 | 23.98MB 04 Machine Learning with Python/029 [Activity] Clustering people based on income and age-subtitle-en.srt | 11.00KB 04 Machine Learning with Python/030 Measuring Entropy.mp4 | 17.48MB 04 Machine Learning with Python/030 Measuring Entropy-subtitle-en.srt | 6.61KB 04 Machine Learning with Python/031 [Activity] Install GraphViz.html | 2.68KB 04 Machine Learning with Python/032 Decision Trees_ Concepts.mp4 | 39.72MB 04 Machine Learning with Python/032 Decision Trees_ Concepts-subtitle-en.srt | 20.00KB 04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4 | 38.23MB 04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt | 21.27KB 04 Machine Learning with Python/034 Ensemble Learning.mp4 | 33.70MB 04 Machine Learning with Python/034 Ensemble Learning-subtitle-en.srt | 13.81KB 04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview.mp4 | 21.77MB 04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview-subtitle-en.srt | 9.43KB 04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn.mp4 | 20.84MB 04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt | 11.33KB 05 Recommender Systems/037 User-Based Collaborative Filtering.mp4 | 36.81MB 05 Recommender Systems/037 User-Based Collaborative Filtering-subtitle-en.srt | 18.39KB 05 Recommender Systems/038 Item-Based Collaborative Filtering.mp4 | 33.56MB 05 Recommender Systems/038 Item-Based Collaborative Filtering-subtitle-en.srt | 18.96KB 05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4 | 48.48MB 05 Recommender Systems/039 [Activity] Finding Movie Similarities-subtitle-en.srt | 19.06KB 05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4 | 43.98MB 05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt | 15.94KB 05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4 | 63.25MB 05 Recommender Systems/041 [Activity] Making Movie Recommendations to People-subtitle-en.srt | 21.46KB 05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4 | 45.85MB 05 Recommender Systems/042 [Exercise] Improve the recommender's results-subtitle-en.srt | 12.56KB 06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts.mp4 | 19.90MB 06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt | 8.53KB 06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie.mp4 | 59.21MB 06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt | 26.93KB 06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis.mp4 | 35.67MB 06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt | 11.73KB 06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4 | 53.31MB 06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set-subtitle-en.srt | 20.06KB 06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4 | 54.11MB 06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt | 18.72KB 06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4 | 63.56MB 06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning-subtitle-en.srt | 26.97KB 06 More Data Mining and Machine Learning Techniques/external_links.txt | 113B 07 Dealing with Real-World Data/049 Bias_Variance Tradeoff.mp4 | 31.23MB 07 Dealing with Real-World Data/049 Bias_Variance Tradeoff-subtitle-en.srt | 13.69KB 07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 | 45.87MB 07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt | 23.25KB 07 Dealing with Real-World Data/051 Data Cleaning and Normalization.mp4 | 31.90MB 07 Dealing with Real-World Data/051 Data Cleaning and Normalization-subtitle-en.srt | 16.23KB 07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4 | 60.16MB 07 Dealing with Real-World Data/052 [Activity] Cleaning web log data-subtitle-en.srt | 22.55KB 07 Dealing with Real-World Data/053 Normalizing numerical data.mp4 | 19.02MB 07 Dealing with Real-World Data/053 Normalizing numerical data-subtitle-en.srt | 7.32KB 07 Dealing with Real-World Data/054 [Activity] Detecting outliers.mp4 | 39.04MB 07 Dealing with Real-World Data/054 [Activity] Detecting outliers-subtitle-en.srt | 14.65KB 08 Apache Spark_ Machine Learning on Big Data/055 Warning about Java 9!.html | 1.50KB 08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1.mp4 | 44.24MB 08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1-subtitle-en.srt | 15.80KB 08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2.mp4 | 85.81MB 08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2-subtitle-en.srt | 26.89KB 08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction.mp4 | 32.46MB 08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction-subtitle-en.srt | 20.12KB 08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD).mp4 | 36.41MB 08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD)-subtitle-en.srt | 23.20KB 08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib.mp4 | 26.27MB 08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib-subtitle-en.srt | 10.93KB 08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark.mp4 | 88.24MB 08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark-subtitle-en.srt | 30.84KB 08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark.mp4 | 62.85MB 08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark-subtitle-en.srt | 21.24KB 08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF.mp4 | 32.20MB 08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF-subtitle-en.srt | 13.34KB 08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark.mp4 | 59.76MB 08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark-subtitle-en.srt | 14.65KB 08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4 | 30.53MB 08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib-subtitle-en.srt | 16.54KB 08 Apache Spark_ Machine Learning on Big Data/external_links.txt | 73B 09 Experimental Design/066 A_B Testing Concepts.mp4 | 42.69MB 09 Experimental Design/066 A_B Testing Concepts-subtitle-en.srt | 19.15KB 09 Experimental Design/067 T-Tests and P-Values.mp4 | 30.11MB 09 Experimental Design/067 T-Tests and P-Values-subtitle-en.srt | 12.54KB 09 Experimental Design/068 [Activity] Hands-on With T-Tests.mp4 | 40.06MB 09 Experimental Design/068 [Activity] Hands-on With T-Tests-subtitle-en.srt | 13.01KB 09 Experimental Design/069 Determining How Long to Run an Experiment.mp4 | 16.68MB 09 Experimental Design/069 Determining How Long to Run an Experiment-subtitle-en.srt | 7.97KB 09 Experimental Design/070 A_B Test Gotchas.mp4 | 43.78MB 09 Experimental Design/070 A_B Test Gotchas-subtitle-en.srt | 20.78KB 10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites.mp4 | 30.43MB 10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites-subtitle-en.srt | 20.10KB 10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks.mp4 | 22.45MB 10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks-subtitle-en.srt | 19.76KB 10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4 | 49.01MB 10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt | 20.44KB 10 Deep Learning and Neural Networks/074 Deep Learning Details.mp4 | 18.17MB 10 Deep Learning and Neural Networks/074 Deep Learning Details-subtitle-en.srt | 17.41KB 10 Deep Learning and Neural Networks/075 Introducing Tensorflow.mp4 | 25.44MB 10 Deep Learning and Neural Networks/075 Introducing Tensorflow-subtitle-en.srt | 23.17KB 10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1.mp4 | 28.35MB 10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1-subtitle-en.srt | 16.44KB 10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2.mp4 | 34.22MB 10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2-subtitle-en.srt | 22.92KB 10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras.mp4 | 33.83MB 10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras-subtitle-en.srt | 24.82KB 10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations.mp4 | 27.30MB 10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations-subtitle-en.srt | 21.71KB 10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's).mp4 | 23.99MB 10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's)-subtitle-en.srt | 20.55KB 10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition.mp4 | 22.43MB 10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition-subtitle-en.srt | 14.00KB 10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's).mp4 | 21.56MB 10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's)-subtitle-en.srt | 19.13KB 10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis.mp4 | 27.71MB 10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis-subtitle-en.srt | 17.77KB 10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4 | 53.66MB 10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning-subtitle-en.srt | 19.78KB 10 Deep Learning and Neural Networks/085 Learning More about Deep Learning.mp4 | 26.18MB 10 Deep Learning and Neural Networks/085 Learning More about Deep Learning-subtitle-en.srt | 3.27KB 11 Final Project/086 Your final project assignment.mp4 | 19.61MB 11 Final Project/086 Your final project assignment-subtitle-en.srt | 11.88KB 11 Final Project/087 Final project review.mp4 | 28.03MB 11 Final Project/087 Final project review-subtitle-en.srt | 15.75KB 12 You made it!/088 More to Explore.mp4 | 45.14MB 12 You made it!/088 More to Explore-subtitle-en.srt | 6.93KB 12 You made it!/089 Don't Forget to Leave a Rating!.html | 1.64KB 12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!.mp4 | 24.32MB 12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!-subtitle-en.srt | 4.59KB 12 You made it!/external_links.txt | 70B