| Frank Kane - Data Science and Machine Learning with Python/01 Getting Started/001 Introduction.mp4 |
44 MB |
| Frank Kane - Data Science and Machine Learning with Python/01 Getting Started/004 Python Basics, Part 1.mp4 |
44 MB |
| Frank Kane - Data Science and Machine Learning with Python/01 Getting Started/003 Activity Installing Enthought Canopy.mp4 |
33.4 MB |
| Frank Kane - Data Science and Machine Learning with Python/01 Getting Started/005 Activity Python Basics, Part 2.mp4 |
28.5 MB |
| Frank Kane - Data Science and Machine Learning with Python/01 Getting Started/002 Getting What You Need.mp4 |
25.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/01 Getting Started/006 Running Python Scripts.mp4 |
21.6 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/010 Exercise Conditional Probability.mp4 |
52.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/009 Activity Covariance and Correlation.mp4 |
49.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/008 Activity A Crash Course in matplotlib.mp4 |
49.3 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/004 Activity Variation and Standard Deviation.mp4 |
45.6 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/007 Activity Percentiles and Moments.mp4 |
43 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/003 Activity Using mean, median, and mode in Python.mp4 |
39 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/001 Types of Data.mp4 |
34.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/012 Bayes Theorem.mp4 |
30.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/002 Mean, Median, Mode.mp4 |
28.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/006 Common Data Distributions.mp4 |
27.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/011 Exercise Solution Conditional Probability of Purchase by Age.mp4 |
14.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/02 Statistics and Probability Refresher, and Python Practise/005 Probability Density Function Probability Mass Function.mp4 |
12.4 MB |
| Frank Kane - Data Science and Machine Learning with Python/03 Predictive Models/001 Activity Linear Regression.mp4 |
41.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/03 Predictive Models/003 Activity Multivariate Regression, and Predicting Car Prices.mp4 |
40.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/03 Predictive Models/002 Activity Polynomial Regression.mp4 |
29.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/03 Predictive Models/004 Multi-Level Models.mp4 |
23.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/001 Supervised vs. Unsupervised Learning, and TrainTest.mp4 |
47.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/008 Decision Trees Concepts.mp4 |
39.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/009 Activity Decision Trees Predicting Hiring Decisions.mp4 |
38.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/004 Activity Implementing a Spam Classifier with Naive Bayes.mp4 |
36.5 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/010 Ensemble Learning.mp4 |
33.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/005 K-Means Clustering.mp4 |
30.3 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/006 Activity Clustering people based on income and age.mp4 |
24 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/002 Activity Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 |
22 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/011 Support Vector Machines SVM Overview.mp4 |
21.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/012 Activity Using SVM to cluster people using scikit-learn.mp4 |
20.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/003 Bayesian Methods Concepts.mp4 |
19.4 MB |
| Frank Kane - Data Science and Machine Learning with Python/04 Machine Learning with Python/007 Measuring Entropy.mp4 |
17.5 MB |
| Frank Kane - Data Science and Machine Learning with Python/05 Recommender Systems/005 Activity Making Movie Recommendations to People.mp4 |
63.3 MB |
| Frank Kane - Data Science and Machine Learning with Python/05 Recommender Systems/003 Activity Finding Movie Similarities.mp4 |
48.5 MB |
| Frank Kane - Data Science and Machine Learning with Python/05 Recommender Systems/006 Exercise Improve the recommenders results.mp4 |
45.9 MB |
| Frank Kane - Data Science and Machine Learning with Python/05 Recommender Systems/004 Activity Improving the Results of Movie Similarities.mp4 |
44 MB |
| Frank Kane - Data Science and Machine Learning with Python/05 Recommender Systems/001 User-Based Collaborative Filtering.mp4 |
36.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/05 Recommender Systems/002 Item-Based Collaborative Filtering.mp4 |
33.6 MB |
| Frank Kane - Data Science and Machine Learning with Python/06 More Data Mining and Machine Learning Techniques/006 Reinforcement Learning.mp4 |
63.6 MB |
| Frank Kane - Data Science and Machine Learning with Python/06 More Data Mining and Machine Learning Techniques/002 Activity Using KNN to predict a rating for a movie.mp4 |
59.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/06 More Data Mining and Machine Learning Techniques/005 Data Warehousing Overview ETL and ELT.mp4 |
54.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/06 More Data Mining and Machine Learning Techniques/004 Activity PCA Example with the Iris data set.mp4 |
53.3 MB |
| Frank Kane - Data Science and Machine Learning with Python/06 More Data Mining and Machine Learning Techniques/003 Dimensionality Reduction Principal Component Analysis.mp4 |
35.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/06 More Data Mining and Machine Learning Techniques/001 K-Nearest-Neighbors Concepts.mp4 |
19.9 MB |
| Frank Kane - Data Science and Machine Learning with Python/07 Dealing with Real-World Data/004 Activity Cleaning web log data.mp4 |
60.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/07 Dealing with Real-World Data/002 Activity K-Fold Cross-Validation to avoid overfitting.mp4 |
45.9 MB |
| Frank Kane - Data Science and Machine Learning with Python/07 Dealing with Real-World Data/006 Activity Detecting outliers.mp4 |
39 MB |
| Frank Kane - Data Science and Machine Learning with Python/07 Dealing with Real-World Data/003 Data Cleaning and Normalization.mp4 |
31.9 MB |
| Frank Kane - Data Science and Machine Learning with Python/07 Dealing with Real-World Data/001 BiasVariance Tradeoff.mp4 |
31.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/07 Dealing with Real-World Data/005 Normalizing numerical data.mp4 |
19 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/006 Activity Decision Trees in Spark.mp4 |
88.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/002 Activity Installing Spark - Part 2.mp4 |
81.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/007 Activity K-Means Clustering in Spark.mp4 |
62.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/009 Activity Searching Wikipedia with Spark.mp4 |
59.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/004 Spark and the Resilient Distributed Dataset RDD.mp4 |
36.4 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/003 Spark Introduction.mp4 |
32.5 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/008 TF IDF.mp4 |
32.2 MB |
| Frank Kane - Data Science and Machine Learning with Python/08 Apache Spark Machine Learning on Big Data/005 Introducing MLLib.mp4 |
26.3 MB |
| Frank Kane - Data Science and Machine Learning with Python/09 Experimental Design/005 AB Test Gotchas.mp4 |
43.8 MB |
| Frank Kane - Data Science and Machine Learning with Python/09 Experimental Design/001 AB Testing Concepts.mp4 |
42.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/09 Experimental Design/003 Activity Hands-on With T-Tests.mp4 |
40.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/09 Experimental Design/002 T-Tests and P-Values.mp4 |
30.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/09 Experimental Design/004 Determining How Long to Run an Experiment.mp4 |
16.7 MB |
| Frank Kane - Data Science and Machine Learning with Python/10 You made it/001 More to Explore.mp4 |
45.1 MB |
| Frank Kane - Data Science and Machine Learning with Python/10 You made it/002 Bonus Lecture Discounts on Focused MapReduce and Spark Courses..mp4 |
33.4 MB |
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