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Frank Kane - Data Science and Machine Learning with Python

  • 收录时间:2018-06-09 04:09:18
  • 文件大小:3GB
  • 下载次数:46
  • 最近下载:2020-11-09 23:29:44
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文件列表

  1. 08 Apache Spark Machine Learning on Big Data/006 Activity Decision Trees in Spark.mp4 88MB
  2. 08 Apache Spark Machine Learning on Big Data/002 Activity Installing Spark - Part 2.mp4 82MB
  3. 06 More Data Mining and Machine Learning Techniques/006 Reinforcement Learning.mp4 64MB
  4. 05 Recommender Systems/005 Activity Making Movie Recommendations to People.mp4 63MB
  5. 08 Apache Spark Machine Learning on Big Data/007 Activity K-Means Clustering in Spark.mp4 63MB
  6. 07 Dealing with Real-World Data/004 Activity Cleaning web log data.mp4 60MB
  7. 08 Apache Spark Machine Learning on Big Data/009 Activity Searching Wikipedia with Spark.mp4 60MB
  8. 06 More Data Mining and Machine Learning Techniques/002 Activity Using KNN to predict a rating for a movie.mp4 59MB
  9. 06 More Data Mining and Machine Learning Techniques/005 Data Warehousing Overview ETL and ELT.mp4 54MB
  10. 06 More Data Mining and Machine Learning Techniques/004 Activity PCA Example with the Iris data set.mp4 53MB
  11. 02 Statistics and Probability Refresher, and Python Practise/010 Exercise Conditional Probability.mp4 53MB
  12. 02 Statistics and Probability Refresher, and Python Practise/009 Activity Covariance and Correlation.mp4 50MB
  13. 02 Statistics and Probability Refresher, and Python Practise/008 Activity A Crash Course in matplotlib.mp4 49MB
  14. 05 Recommender Systems/003 Activity Finding Movie Similarities.mp4 48MB
  15. 04 Machine Learning with Python/001 Supervised vs. Unsupervised Learning, and TrainTest.mp4 48MB
  16. 07 Dealing with Real-World Data/002 Activity K-Fold Cross-Validation to avoid overfitting.mp4 46MB
  17. 05 Recommender Systems/006 Exercise Improve the recommenders results.mp4 46MB
  18. 02 Statistics and Probability Refresher, and Python Practise/004 Activity Variation and Standard Deviation.mp4 46MB
  19. 10 You made it/001 More to Explore.mp4 45MB
  20. 01 Getting Started/001 Introduction.mp4 44MB
  21. 05 Recommender Systems/004 Activity Improving the Results of Movie Similarities.mp4 44MB
  22. 01 Getting Started/004 Python Basics, Part 1.mp4 44MB
  23. 09 Experimental Design/005 AB Test Gotchas.mp4 44MB
  24. 02 Statistics and Probability Refresher, and Python Practise/007 Activity Percentiles and Moments.mp4 43MB
  25. 09 Experimental Design/001 AB Testing Concepts.mp4 43MB
  26. 03 Predictive Models/001 Activity Linear Regression.mp4 41MB
  27. 03 Predictive Models/003 Activity Multivariate Regression, and Predicting Car Prices.mp4 40MB
  28. 09 Experimental Design/003 Activity Hands-on With T-Tests.mp4 40MB
  29. 04 Machine Learning with Python/008 Decision Trees Concepts.mp4 40MB
  30. 07 Dealing with Real-World Data/006 Activity Detecting outliers.mp4 39MB
  31. 02 Statistics and Probability Refresher, and Python Practise/003 Activity Using mean, median, and mode in Python.mp4 39MB
  32. 04 Machine Learning with Python/009 Activity Decision Trees Predicting Hiring Decisions.mp4 38MB
  33. 05 Recommender Systems/001 User-Based Collaborative Filtering.mp4 37MB
  34. 04 Machine Learning with Python/004 Activity Implementing a Spam Classifier with Naive Bayes.mp4 36MB
  35. 08 Apache Spark Machine Learning on Big Data/004 Spark and the Resilient Distributed Dataset RDD.mp4 36MB
  36. 06 More Data Mining and Machine Learning Techniques/003 Dimensionality Reduction Principal Component Analysis.mp4 36MB
  37. 02 Statistics and Probability Refresher, and Python Practise/001 Types of Data.mp4 34MB
  38. 04 Machine Learning with Python/010 Ensemble Learning.mp4 34MB
  39. 05 Recommender Systems/002 Item-Based Collaborative Filtering.mp4 34MB
  40. 10 You made it/002 Bonus Lecture Discounts on Focused MapReduce and Spark Courses..mp4 33MB
  41. 01 Getting Started/003 Activity Installing Enthought Canopy.mp4 33MB
  42. 08 Apache Spark Machine Learning on Big Data/003 Spark Introduction.mp4 32MB
  43. 08 Apache Spark Machine Learning on Big Data/008 TF IDF.mp4 32MB
  44. 07 Dealing with Real-World Data/003 Data Cleaning and Normalization.mp4 32MB
  45. 07 Dealing with Real-World Data/001 BiasVariance Tradeoff.mp4 31MB
  46. 04 Machine Learning with Python/005 K-Means Clustering.mp4 30MB
  47. 02 Statistics and Probability Refresher, and Python Practise/012 Bayes Theorem.mp4 30MB
  48. 09 Experimental Design/002 T-Tests and P-Values.mp4 30MB
  49. 03 Predictive Models/002 Activity Polynomial Regression.mp4 30MB
  50. 01 Getting Started/005 Activity Python Basics, Part 2.mp4 28MB
  51. 02 Statistics and Probability Refresher, and Python Practise/002 Mean, Median, Mode.mp4 28MB
  52. 02 Statistics and Probability Refresher, and Python Practise/006 Common Data Distributions.mp4 28MB
  53. 08 Apache Spark Machine Learning on Big Data/005 Introducing MLLib.mp4 26MB
  54. 01 Getting Started/002 Getting What You Need.mp4 25MB
  55. 04 Machine Learning with Python/006 Activity Clustering people based on income and age.mp4 24MB
  56. 03 Predictive Models/004 Multi-Level Models.mp4 24MB
  57. 04 Machine Learning with Python/002 Activity Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4 22MB
  58. 04 Machine Learning with Python/011 Support Vector Machines SVM Overview.mp4 22MB
  59. 01 Getting Started/006 Running Python Scripts.mp4 22MB
  60. 04 Machine Learning with Python/012 Activity Using SVM to cluster people using scikit-learn.mp4 21MB
  61. 06 More Data Mining and Machine Learning Techniques/001 K-Nearest-Neighbors Concepts.mp4 20MB
  62. 04 Machine Learning with Python/003 Bayesian Methods Concepts.mp4 19MB
  63. 07 Dealing with Real-World Data/005 Normalizing numerical data.mp4 19MB
  64. 04 Machine Learning with Python/007 Measuring Entropy.mp4 17MB
  65. 09 Experimental Design/004 Determining How Long to Run an Experiment.mp4 17MB
  66. 02 Statistics and Probability Refresher, and Python Practise/011 Exercise Solution Conditional Probability of Purchase by Age.mp4 14MB
  67. 02 Statistics and Probability Refresher, and Python Practise/005 Probability Density Function Probability Mass Function.mp4 12MB