| 08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark.mp4 | 88.24 MB |
| 08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2.mp4 | 85.81 MB |
| 06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4 | 63.56 MB |
| 05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4 | 63.25 MB |
| 08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark.mp4 | 62.85 MB |
| 07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4 | 60.16 MB |
| 08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark.mp4 | 59.76 MB |
| 06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie.mp4 | 59.21 MB |
| 06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4 | 54.11 MB |
| 10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4 | 53.66 MB |
| 06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4 | 53.31 MB |
| 03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 | 49.97 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4 | 49.78 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4 | 49.55 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4 | 49.28 MB |
| 10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4 | 49.01 MB |
| 05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4 | 48.48 MB |
| 04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 | 47.8 MB |
| 07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 | 45.87 MB |
| 05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4 | 45.85 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4 | 45.62 MB |
| 12 You made it!/088 More to Explore.mp4 | 45.14 MB |
| 08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1.mp4 | 44.24 MB |
| 05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4 | 43.98 MB |
| 01 Getting Started/004 Python Basics_ Part 1.mp4 | 43.97 MB |
| 09 Experimental Design/070 A_B Test Gotchas.mp4 | 43.78 MB |
| 01 Getting Started/007 Introducing the Pandas Library.mp4 | 43.34 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments.mp4 | 42.98 MB |
| 09 Experimental Design/066 A_B Testing Concepts.mp4 | 42.69 MB |
| 01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 | 40.51 MB |
| 09 Experimental Design/068 [Activity] Hands-on With T-Tests.mp4 | 40.06 MB |
| 04 Machine Learning with Python/032 Decision Trees_ Concepts.mp4 | 39.72 MB |
| 07 Dealing with Real-World Data/054 [Activity] Detecting outliers.mp4 | 39.04 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 | 38.99 MB |
| 04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4 | 38.23 MB |
| 05 Recommender Systems/037 User-Based Collaborative Filtering.mp4 | 36.81 MB |
| 04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 | 36.48 MB |
| 08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD).mp4 | 36.41 MB |
| 06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis.mp4 | 35.67 MB |
| 10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2.mp4 | 34.22 MB |
| 02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 | 34.11 MB |
| 10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras.mp4 | 33.83 MB |
| 04 Machine Learning with Python/034 Ensemble Learning.mp4 | 33.7 MB |
| 05 Recommender Systems/038 Item-Based Collaborative Filtering.mp4 | 33.56 MB |
| 03 Predictive Models/020 [Activity] Linear Regression.mp4 | 32.97 MB |
| 08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction.mp4 | 32.46 MB |
| 08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF.mp4 | 32.2 MB |
| 07 Dealing with Real-World Data/051 Data Cleaning and Normalization.mp4 | 31.9 MB |
| 07 Dealing with Real-World Data/049 Bias_Variance Tradeoff.mp4 | 31.23 MB |
| 08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4 | 30.53 MB |