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Machine Learning with Python - Data Science for Beginners

  • 收录时间:2018-12-19 13:49:37
  • 文件大小:1GB
  • 下载次数:148
  • 最近下载:2021-01-15 19:57:23
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文件列表

  1. 02 Introduction to Data Scientists Toolbox/022 Data Visualization.mp4 61MB
  2. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/029 Bivariate Analysis.mp4 55MB
  3. 02 Introduction to Data Scientists Toolbox/018 Data Engineering.mp4 50MB
  4. 02 Introduction to Data Scientists Toolbox/015 Datatypes demo.mp4 42MB
  5. 04 Machine Learning/054 Cross Validation Hyperparameter Demo.mp4 42MB
  6. 04 Machine Learning/042 Decision Trees Demo.mp4 39MB
  7. 04 Machine Learning/041 Decision Trees.mp4 36MB
  8. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/030 Feature Engineering.mp4 35MB
  9. 04 Machine Learning/035 Introduction to Machine Learning.mp4 34MB
  10. 04 Machine Learning/038 Regression Demo.mp4 31MB
  11. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/028 Univariate Analysis 2.mp4 31MB
  12. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/031 Introduction to Statistics.mp4 30MB
  13. 04 Machine Learning/058 RF XGB Demo.mp4 30MB
  14. 05 Capstone Project/065 EDA and Feature Engineering.mp4 27MB
  15. 04 Machine Learning/055 Ensemble Modeling.mp4 27MB
  16. 04 Machine Learning/049 Model Evaluation - Classification Demo.mp4 26MB
  17. 04 Machine Learning/037 Simple Multiple Linear Regression.mp4 24MB
  18. 05 Capstone Project/066 Approach for Model Development Evaluation Optimization.mp4 23MB
  19. 05 Capstone Project/063 Business Solution Blueprint.mp4 22MB
  20. 01 Introduction/004 The Problem Landscape.mp4 22MB
  21. 04 Machine Learning/050 Regularization Hyperparameter tuning.mp4 21MB
  22. 02 Introduction to Data Scientists Toolbox/020 Data Engineering 3.mp4 21MB
  23. 02 Introduction to Data Scientists Toolbox/012 Installation Setup.mp4 20MB
  24. 04 Machine Learning/040 Classification Logistic Regression Demo.mp4 20MB
  25. 04 Machine Learning/047 Model Evaluation - Regression Demo.mp4 19MB
  26. 02 Introduction to Data Scientists Toolbox/016 Datatypes- Numpy.mp4 19MB
  27. 01 Introduction/007 Exploring the Data Scientists Toolbox.mp4 19MB
  28. 02 Introduction to Data Scientists Toolbox/017 Datatypes-Pandas.mp4 18MB
  29. 04 Machine Learning/043 Unsupervised Learning - Clustering.mp4 18MB
  30. 04 Machine Learning/039 Classification - Logistic Regression.mp4 18MB
  31. 05 Capstone Project/061 Project Use Case Overview.mp4 16MB
  32. 05 Capstone Project/064 Explore Define a ML use case.mp4 16MB
  33. 04 Machine Learning/048 Model Evaluation - Classification.mp4 15MB
  34. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/027 Univariate Analysis.mp4 15MB
  35. 04 Machine Learning/044 Unsupervised Learning Clustering Demo.mp4 15MB
  36. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/032 Probability Distributions.mp4 15MB
  37. 04 Machine Learning/056 Random Forest Bagging.mp4 14MB
  38. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/025 Machine Learning Methodology.mp4 14MB
  39. 02 Introduction to Data Scientists Toolbox/021 Functions.mp4 13MB
  40. 02 Introduction to Data Scientists Toolbox/019 Data Engineering 2.mp4 13MB
  41. 04 Machine Learning/051 Bias Variance Tradeoff.mp4 13MB
  42. 01 Introduction/005 Defining Data Science.mp4 12MB
  43. 01 Introduction/003 The Bigger Picture.mp4 11MB
  44. 04 Machine Learning/052 Cross Validation.mp4 11MB
  45. 05 Capstone Project/067 Storyboarding.mp4 11MB
  46. 04 Machine Learning/053 Hyperparameter Tuning.mp4 10MB
  47. 05 Capstone Project/062 Defining the Problem Statement.mp4 10MB
  48. 02 Introduction to Data Scientists Toolbox/013 Datatypes Overview.mp4 10MB
  49. 04 Machine Learning/045 Unsupervised Learning -Association Rules.mp4 9MB
  50. 02 Introduction to Data Scientists Toolbox/010 Quick recap of Python.mp4 9MB
  51. 02 Introduction to Data Scientists Toolbox/011 Python 2.7 vs Python 3.5.mp4 8MB
  52. 04 Machine Learning/046 Model Evaluation - Regression.mp4 8MB
  53. 01 Introduction/006 Demystifying AI-ML-Data Science.mp4 8MB
  54. 04 Machine Learning/057 XGBoost Boosting.mp4 7MB
  55. 05 Capstone Project/060 Overview of Contents.mp4 6MB
  56. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/026 Exploratory Data Analysis.mp4 6MB
  57. 02 Introduction to Data Scientists Toolbox/014 Spyder tour.mp4 6MB
  58. 04 Machine Learning/036 Supervised Learning.mp4 6MB
  59. 04 Machine Learning/034 Overview of Contents.mp4 5MB
  60. 04 Machine Learning/attached files/033 Module-4.pptx 4MB
  61. 02 Introduction to Data Scientists Toolbox/009 Overview of Contents.mp4 3MB
  62. 01 Introduction/002 Overview of Contents.mp4 3MB
  63. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/attached files/023 Module-3.pptx 3MB
  64. 02 Introduction to Data Scientists Toolbox/attached files/008 Module-2.pptx 3MB
  65. 05 Capstone Project/attached files/059 Module-5.pptx 3MB
  66. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/024 Overview of Contents.mp4 2MB
  67. 01 Introduction/attached files/001 Module-1.pptx 1007KB
  68. 05 Capstone Project/attached files/059 Module-5-Code-Data.zip 1006KB
  69. 04 Machine Learning/attached files/033 Module-4-Codes.zip 8KB
  70. 02 Introduction to Data Scientists Toolbox/attached files/008 Module-2-Codes.zip 5KB
  71. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/attached files/023 Module-3-Codes.zip 2KB
  72. 05 Capstone Project/059 Download PPT Code and Data.html 902B
  73. 02 Introduction to Data Scientists Toolbox/008 Download PPT and Code.html 890B
  74. 03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/023 Download PPT and Code.html 890B
  75. 04 Machine Learning/033 Download PPT and Code.html 890B
  76. 01 Introduction/001 PPT.html 872B