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Python for Data Science and Machine Learning Bootcamp [UDEMY]

  • 收录时间:2019-05-11 22:20:27
  • 文件大小:4GB
  • 下载次数:70
  • 最近下载:2021-01-18 15:17:58
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文件列表

  1. 26 Neural Nets and Deep Learning/135 TensorFlow Installation.mp4 92MB
  2. 25 Big Data and Spark with Python/125 EC2 Instance Set-Up.mp4 87MB
  3. 18 K Nearest Neighbors/094 KNN Project Solutions.mp4 71MB
  4. 25 Big Data and Spark with Python/130 RDD Transformations and Actions.mp4 71MB
  5. 25 Big Data and Spark with Python/127 PySpark Setup.mp4 71MB
  6. 11 Python for Data Visualization - Plotly and Cufflinks/059 Plotly and Cufflinks.mp4 63MB
  7. 09 Python for Data Visualization - Seaborn/047 Distribution Plots.mp4 62MB
  8. 13 Data Capstone Project/071 Finance Project - Solutions Part 1.mp4 60MB
  9. 13 Data Capstone Project/068 911 Calls Solutions - Part 2.mp4 59MB
  10. 24 Natural Language Processing/118 NLP Project Solutions.mp4 58MB
  11. 21 K Means Clustering/107 K Means Project Solutions.mp4 57MB
  12. 26 Neural Nets and Deep Learning/139 MNIST with Multi-Layer Perceptron - Part 3.mp4 57MB
  13. 15 Linear Regression/083 Linear Regression Project Solution.mp4 56MB
  14. 20 Support Vector Machines/101 Support Vector Machines with Python.mp4 56MB
  15. 13 Data Capstone Project/072 Finance Project - Solutions Part 2.mp4 56MB
  16. 12 Python for Data Visualization - Geographical Plotting/061 Choropleth Maps - Part 1 - USA.mp4 55MB
  17. 18 K Nearest Neighbors/092 KNN with Python.mp4 55MB
  18. 26 Neural Nets and Deep Learning/142 Tensorflow Project Exercise - Solutions.mp4 53MB
  19. 15 Linear Regression/080 Linear Regression with Python - Part 1.mp4 52MB
  20. 07 Python for Data Analysis - Pandas Exercises/038 Ecommerce Purchases Exercise Solutions.mp4 52MB
  21. 07 Python for Data Analysis - Pandas Exercises/036 SF Salaries Solutions.mp4 52MB
  22. 06 Python for Data Analysis - Pandas/027 DataFrames - Part 2.mp4 50MB
  23. 22 Principal Component Analysis/109 PCA with Python.mp4 50MB
  24. 13 Data Capstone Project/067 911 Calls Solutions - Part 1.mp4 49MB
  25. 19 Decision Trees and Random Forests/096 Decision Trees and Random Forest with Python.mp4 49MB
  26. 24 Natural Language Processing/115 NLP with Python - Part 2.mp4 49MB
  27. 17 Logistic Regression/086 Logistic Regression with Python - Part 1.mp4 49MB
  28. 24 Natural Language Processing/114 NLP with Python - Part 1.mp4 47MB
  29. 05 Python for Data Analysis - NumPy/022 Numpy Exercises Solutions.mp4 46MB
  30. 06 Python for Data Analysis - Pandas/026 DataFrames - Part 1.mp4 46MB
  31. 26 Neural Nets and Deep Learning/138 MNIST with Multi-Layer Perceptron - Part 2.mp4 45MB
  32. 06 Python for Data Analysis - Pandas/033 Data Input and Output.mp4 44MB
  33. 09 Python for Data Visualization - Seaborn/048 Categorical Plots.mp4 44MB
  34. 24 Natural Language Processing/116 NLP with Python - Part 3.mp4 43MB
  35. 23 Recommender Systems/111 Recommender Systems with Python - Part 1.mp4 43MB
  36. 01 Course Introduction/001 Introduction to the Course.mp4 43MB
  37. 05 Python for Data Analysis - NumPy/019 Numpy Array Indexing.mp4 42MB
  38. 08 Python for Data Visualization - Matplotlib/041 Matplotlib Part 1.mp4 42MB
  39. 26 Neural Nets and Deep Learning/141 Tensorflow Project Exercise Overview.mp4 41MB
  40. 04 Python Crash Course/009 Python Crash Course - Part 1.mp4 40MB
  41. 23 Recommender Systems/112 Recommender Systems with Python - Part 2.mp4 39MB
  42. 17 Logistic Regression/087 Logistic Regression with Python - Part 2.mp4 39MB
  43. 05 Python for Data Analysis - NumPy/017 Numpy Arrays.mp4 38MB
  44. 03 Jupyter Overview/005 Jupyter Notebooks.mp4 38MB
  45. 14 Introduction to Machine Learning/076 Introduction to Machine Learning.mp4 38MB
  46. 10 Python for Data Visualization - Pandas Built-in Data Visualization/055 Pandas Built-in Data Visualization.mp4 37MB
  47. 19 Decision Trees and Random Forests/098 Decision Trees and Random Forest Solutions Part 1.mp4 37MB
  48. 17 Logistic Regression/090 Logistic Regression Project Solutions.mp4 37MB
  49. 26 Neural Nets and Deep Learning/136 TensorFlow Basics.mp4 37MB
  50. 10 Python for Data Visualization - Pandas Built-in Data Visualization/057 Pandas Data Visualization Exercise- Solutions.mp4 36MB
  51. 04 Python Crash Course/011 Python Crash Course - Part 3.mp4 36MB
  52. 08 Python for Data Visualization - Matplotlib/042 Matplotlib Part 2.mp4 35MB
  53. 21 K Means Clustering/105 K Means with Python.mp4 35MB
  54. 04 Python Crash Course/014 Python Crash Course Exercises - Solutions.mp4 34MB
  55. 20 Support Vector Machines/103 SVM Project Solutions.mp4 34MB
  56. 12 Python for Data Visualization - Geographical Plotting/064 Choropleth Exercises - Solutions.mp4 33MB
  57. 08 Python for Data Visualization - Matplotlib/045 Matplotlib Exercises - Solutions.mp4 33MB
  58. 26 Neural Nets and Deep Learning/133 What is TensorFlow.mp4 33MB
  59. 04 Python Crash Course/012 Python Crash Course - Part 4.mp4 33MB
  60. 19 Decision Trees and Random Forests/099 Decision Trees and Random Forest Solutions Part 2.mp4 32MB
  61. 04 Python Crash Course/010 Python Crash Course - Part 2.mp4 32MB
  62. 08 Python for Data Visualization - Matplotlib/043 Matplotlib Part 3.mp4 32MB
  63. 06 Python for Data Analysis - Pandas/031 Merging Joining and Concatenating.mp4 30MB
  64. 05 Python for Data Analysis - NumPy/020 Numpy Operations.mp4 30MB
  65. 02 Environment Set-Up/004 Environment Set-up and Installation.mp4 28MB
  66. 06 Python for Data Analysis - Pandas/032 Operations.mp4 27MB
  67. 09 Python for Data Visualization - Seaborn/049 Matrix Plots.mp4 25MB
  68. 26 Neural Nets and Deep Learning/137 MNIST with Multi-Layer Perceptron - Part 1.mp4 25MB
  69. 12 Python for Data Visualization - Geographical Plotting/062 Choropleth Maps - Part 2 - World.mp4 24MB
  70. 06 Python for Data Analysis - Pandas/028 DataFrames - Part 3.mp4 24MB
  71. 09 Python for Data Visualization - Seaborn/054 Seaborn Exercise Solutions.mp4 24MB
  72. 09 Python for Data Visualization - Seaborn/051 Grids.mp4 24MB
  73. 26 Neural Nets and Deep Learning/140 TensorFlow with ContribLearn.mp4 24MB
  74. 17 Logistic Regression/085 Logistic Regression Theory.mp4 24MB
  75. 06 Python for Data Analysis - Pandas/025 Series.mp4 23MB
  76. 09 Python for Data Visualization - Seaborn/052 Style and Color.mp4 23MB
  77. 01 Course Introduction/002 Course Help and Welcome.mp4 22MB
  78. 03 Jupyter Overview/006 Optional Virtual Environments.mp4 22MB
  79. 17 Logistic Regression/088 Logistic Regression with Python - Part 3.mp4 20MB
  80. 13 Data Capstone Project/073 Finance Project - Solutions Part 3.mp4 20MB
  81. 14 Introduction to Machine Learning/074 Welcome to the Machine Learning Section.mp4 19MB
  82. 15 Linear Regression/081 Linear Regression with Python - Part 2.mp4 19MB
  83. 14 Introduction to Machine Learning/077 Machine Learning with Python.mp4 19MB
  84. 25 Big Data and Spark with Python/129 Introduction to Spark and Python.mp4 18MB
  85. 09 Python for Data Visualization - Seaborn/050 Regression Plots.mp4 18MB
  86. 25 Big Data and Spark with Python/121 Spark Overview.mp4 17MB
  87. 06 Python for Data Analysis - Pandas/030 Groupby.mp4 17MB
  88. 13 Data Capstone Project/069 Finance Data Project Overview.mp4 16MB
  89. 08 Python for Data Visualization - Matplotlib/040 Introduction to Matplotlib.mp4 16MB
  90. 11 Python for Data Visualization - Plotly and Cufflinks/058 Introduction to Plotly and Cufflinks.mp4 16MB
  91. 19 Decision Trees and Random Forests/097 Decision Trees and Random Forest Project Overview.mp4 15MB
  92. 26 Neural Nets and Deep Learning/131 Neural Network Theory.mp4 15MB
  93. 08 Python for Data Visualization - Matplotlib/039 Welcome to the Data Visualization Section.mp4 14MB
  94. 25 Big Data and Spark with Python/119 Welcome to the Big Data Section.mp4 14MB
  95. 15 Linear Regression/082 Linear Regression Project Overview.mp4 14MB
  96. 06 Python for Data Analysis - Pandas/029 Missing Data.mp4 14MB
  97. 19 Decision Trees and Random Forests/095 Introduction to Tree Methods.mp4 13MB
  98. 26 Neural Nets and Deep Learning/132 Welcome to the Deep Learning Section.mp4 13MB
  99. 25 Big Data and Spark with Python/123 AWS Account Set-Up.mp4 13MB
  100. 16 Cross Validation and Bias-Variance Trade-Off/084 Bias Variance Trade-Off.mp4 13MB
  101. 12 Python for Data Visualization - Geographical Plotting/063 Choropleth Exercises.mp4 13MB
  102. 04 Python Crash Course/013 Python Crash Course Exercises - Overview.mp4 12MB
  103. 05 Python for Data Analysis - NumPy/021 Numpy Exercises Overview.mp4 12MB
  104. 09 Python for Data Visualization - Seaborn/046 Introduction to Seaborn.mp4 12MB
  105. 21 K Means Clustering/106 K Means Project Overview.mp4 12MB
  106. 13 Data Capstone Project/066 911 Calls Project Overview.mp4 11MB
  107. 25 Big Data and Spark with Python/120 Big Data Overview.mp4 11MB
  108. 18 K Nearest Neighbors/091 KNN Theory.mp4 11MB
  109. 20 Support Vector Machines/102 SVM Project Overview.mp4 11MB
  110. 21 K Means Clustering/104 K Means Algorithm Theory.mp4 11MB
  111. 13 Data Capstone Project/065 Welcome to the Data Capstone Projects.mp4 11MB
  112. 25 Big Data and Spark with Python/126 SSH with Mac or Linux.mp4 11MB
  113. 04 Python Crash Course/007 Welcome to the Python Crash Course Section.mp4 11MB
  114. 25 Big Data and Spark with Python/128 Lambda Expressions Review.mp4 10MB
  115. 20 Support Vector Machines/100 SVM Theory.mp4 10MB
  116. 15 Linear Regression/078 Linear Regression Theory.mp4 10MB
  117. 24 Natural Language Processing/113 Natural Language Processing Theory.mp4 10MB
  118. 06 Python for Data Analysis - Pandas/023 Welcome to the Pandas Section.mp4 9MB
  119. 23 Recommender Systems/110 Recommender Systems.mp4 9MB
  120. 07 Python for Data Analysis - Pandas Exercises/037 Ecommerce Purchases Exercise Overview.mp4 9MB
  121. 24 Natural Language Processing/117 NLP Project Overview.mp4 8MB
  122. 07 Python for Data Analysis - Pandas Exercises/034 SF Salaries Exercise Overview.mp4 8MB
  123. 09 Python for Data Visualization - Seaborn/053 Seaborn Exercise Overview.mp4 8MB
  124. 08 Python for Data Visualization - Matplotlib/044 Matplotlib Exercises Overview.mp4 8MB
  125. 22 Principal Component Analysis/108 Principal Component Analysis.mp4 7MB
  126. 18 K Nearest Neighbors/093 KNN Project Overview.mp4 7MB
  127. 05 Python for Data Analysis - NumPy/015 Welcome to the NumPy Section.mp4 7MB
  128. 17 Logistic Regression/089 Logistic Regression Project Overview.mp4 7MB
  129. 10 Python for Data Visualization - Pandas Built-in Data Visualization/056 Pandas Data Visualization Exercise.mp4 7MB
  130. 05 Python for Data Analysis - NumPy/016 Introduction to Numpy.mp4 5MB
  131. 06 Python for Data Analysis - Pandas/024 Introduction to Pandas.mp4 4MB
  132. 04 Python Crash Course/008 Introduction to Python Crash Course.mp4 3MB
  133. 12 Python for Data Visualization - Geographical Plotting/060 Introduction to Geographical Plotting.mp4 2MB
  134. 01 Course Introduction/003 Course FAQs.html 6KB
  135. 26 Neural Nets and Deep Learning/134 Changes with TensorFlow.html 3KB
  136. 25 Big Data and Spark with Python/122 Local Spark Set-Up.html 2KB
  137. 27 BONUS DISCOUNT COUPONS FOR OTHER COURSES/143 Discount Coupons for my Courses.html 2KB
  138. 05 Python for Data Analysis - NumPy/018 Quick Note on Array Indexing.html 1KB
  139. 15 Linear Regression/079 model_selection Updates for SciKit Learn 0.18.html 1KB
  140. 07 Python for Data Analysis - Pandas Exercises/035 Note on SF Salary Exercise.html 855B
  141. 14 Introduction to Machine Learning/075 Link for ISLR.html 689B
  142. 25 Big Data and Spark with Python/124 Quick Note on AWS Security.html 688B
  143. 13 Data Capstone Project/070 Bank Data.html 642B