589689.xyz

[] Udemy - data-science-and-machine-learning-with-python-hands-on

  • 收录时间:2018-02-25 06:31:49
  • 文件大小:3GB
  • 下载次数:311
  • 最近下载:2021-01-19 13:12:10
  • 磁力链接:
立即下载 复制链接

文件列表

  1. 08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark.mp4 88MB
  2. 08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2.mp4 86MB
  3. 06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4 64MB
  4. 05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4 63MB
  5. 08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark.mp4 63MB
  6. 07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4 60MB
  7. 08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark.mp4 60MB
  8. 06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie.mp4 59MB
  9. 06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4 54MB
  10. 10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4 54MB
  11. 06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4 53MB
  12. 03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 50MB
  13. 02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4 50MB
  14. 02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4 50MB
  15. 02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4 49MB
  16. 10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4 49MB
  17. 05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4 48MB
  18. 04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 48MB
  19. 07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 46MB
  20. 05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4 46MB
  21. 02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4 46MB
  22. 12 You made it!/088 More to Explore.mp4 45MB
  23. 08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1.mp4 44MB
  24. 05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4 44MB
  25. 01 Getting Started/004 Python Basics_ Part 1.mp4 44MB
  26. 09 Experimental Design/070 A_B Test Gotchas.mp4 44MB
  27. 01 Getting Started/007 Introducing the Pandas Library.mp4 43MB
  28. 02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments.mp4 43MB
  29. 09 Experimental Design/066 A_B Testing Concepts.mp4 43MB
  30. 01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 41MB
  31. 09 Experimental Design/068 [Activity] Hands-on With T-Tests.mp4 40MB
  32. 04 Machine Learning with Python/032 Decision Trees_ Concepts.mp4 40MB
  33. 07 Dealing with Real-World Data/054 [Activity] Detecting outliers.mp4 39MB
  34. 02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 39MB
  35. 04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4 38MB
  36. 05 Recommender Systems/037 User-Based Collaborative Filtering.mp4 37MB
  37. 04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 36MB
  38. 08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD).mp4 36MB
  39. 06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis.mp4 36MB
  40. 10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2.mp4 34MB
  41. 02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 34MB
  42. 10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras.mp4 34MB
  43. 04 Machine Learning with Python/034 Ensemble Learning.mp4 34MB
  44. 05 Recommender Systems/038 Item-Based Collaborative Filtering.mp4 34MB
  45. 03 Predictive Models/020 [Activity] Linear Regression.mp4 33MB
  46. 08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction.mp4 32MB
  47. 08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF.mp4 32MB
  48. 07 Dealing with Real-World Data/051 Data Cleaning and Normalization.mp4 32MB
  49. 07 Dealing with Real-World Data/049 Bias_Variance Tradeoff.mp4 31MB
  50. 08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4 31MB
  51. 10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites.mp4 30MB
  52. 04 Machine Learning with Python/028 K-Means Clustering.mp4 30MB
  53. 02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem.mp4 30MB
  54. 09 Experimental Design/067 T-Tests and P-Values.mp4 30MB
  55. 03 Predictive Models/021 [Activity] Polynomial Regression.mp4 30MB
  56. 01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4 28MB
  57. 10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1.mp4 28MB
  58. 02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4 28MB
  59. 11 Final Project/087 Final project review.mp4 28MB
  60. 01 Getting Started/001 Introduction.mp4 28MB
  61. 10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis.mp4 28MB
  62. 02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions.mp4 28MB
  63. 10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations.mp4 27MB
  64. 08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib.mp4 26MB
  65. 10 Deep Learning and Neural Networks/085 Learning More about Deep Learning.mp4 26MB
  66. 10 Deep Learning and Neural Networks/075 Introducing Tensorflow.mp4 25MB
  67. 12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!.mp4 24MB
  68. 10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's).mp4 24MB
  69. 04 Machine Learning with Python/029 [Activity] Clustering people based on income and age.mp4 24MB
  70. 03 Predictive Models/023 Multi-Level Models.mp4 24MB
  71. 10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks.mp4 22MB
  72. 10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition.mp4 22MB
  73. 04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4 22MB
  74. 04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview.mp4 22MB
  75. 01 Getting Started/006 Running Python Scripts.mp4 22MB
  76. 10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's).mp4 22MB
  77. 04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn.mp4 21MB
  78. 06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts.mp4 20MB
  79. 11 Final Project/086 Your final project assignment.mp4 20MB
  80. 04 Machine Learning with Python/026 Bayesian Methods_ Concepts.mp4 19MB
  81. 07 Dealing with Real-World Data/053 Normalizing numerical data.mp4 19MB
  82. 10 Deep Learning and Neural Networks/074 Deep Learning Details.mp4 18MB
  83. 04 Machine Learning with Python/030 Measuring Entropy.mp4 17MB
  84. 09 Experimental Design/069 Determining How Long to Run an Experiment.mp4 17MB
  85. 02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4 14MB
  86. 02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function.mp4 12MB
  87. 01 Getting Started/002 [Activity] Getting What You Need.mp4 10MB
  88. 01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt 34KB
  89. 08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark-subtitle-en.srt 31KB
  90. 02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib-subtitle-en.srt 27KB
  91. 06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning-subtitle-en.srt 27KB
  92. 06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt 27KB
  93. 08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2-subtitle-en.srt 27KB
  94. 02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments-subtitle-en.srt 27KB
  95. 10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras-subtitle-en.srt 25KB
  96. 02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation-subtitle-en.srt 25KB
  97. 02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability-subtitle-en.srt 24KB
  98. 02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation-subtitle-en.srt 24KB
  99. 03 Predictive Models/020 [Activity] Linear Regression-subtitle-en.srt 24KB
  100. 03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt 24KB
  101. 07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt 23KB
  102. 08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD)-subtitle-en.srt 23KB
  103. 10 Deep Learning and Neural Networks/075 Introducing Tensorflow-subtitle-en.srt 23KB
  104. 10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2-subtitle-en.srt 23KB
  105. 07 Dealing with Real-World Data/052 [Activity] Cleaning web log data-subtitle-en.srt 23KB
  106. 10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations-subtitle-en.srt 22KB
  107. 05 Recommender Systems/041 [Activity] Making Movie Recommendations to People-subtitle-en.srt 21KB
  108. 04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt 21KB
  109. 08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark-subtitle-en.srt 21KB
  110. 09 Experimental Design/070 A_B Test Gotchas-subtitle-en.srt 21KB
  111. 10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's)-subtitle-en.srt 21KB
  112. 10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt 20KB
  113. 08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction-subtitle-en.srt 20KB
  114. 10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites-subtitle-en.srt 20KB
  115. 06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set-subtitle-en.srt 20KB
  116. 04 Machine Learning with Python/032 Decision Trees_ Concepts-subtitle-en.srt 20KB
  117. 01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt 20KB
  118. 04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt 20KB
  119. 10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning-subtitle-en.srt 20KB
  120. 10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks-subtitle-en.srt 20KB
  121. 09 Experimental Design/066 A_B Testing Concepts-subtitle-en.srt 19KB
  122. 10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's)-subtitle-en.srt 19KB
  123. 05 Recommender Systems/039 [Activity] Finding Movie Similarities-subtitle-en.srt 19KB
  124. 05 Recommender Systems/038 Item-Based Collaborative Filtering-subtitle-en.srt 19KB
  125. 06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt 19KB
  126. 05 Recommender Systems/037 User-Based Collaborative Filtering-subtitle-en.srt 18KB
  127. 01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt 18KB
  128. 10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis-subtitle-en.srt 18KB
  129. 10 Deep Learning and Neural Networks/074 Deep Learning Details-subtitle-en.srt 17KB
  130. 02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt 17KB
  131. 03 Predictive Models/021 [Activity] Polynomial Regression-subtitle-en.srt 17KB
  132. 04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt 17KB
  133. 08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib-subtitle-en.srt 17KB
  134. 10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1-subtitle-en.srt 16KB
  135. 04 Machine Learning with Python/028 K-Means Clustering-subtitle-en.srt 16KB
  136. 07 Dealing with Real-World Data/051 Data Cleaning and Normalization-subtitle-en.srt 16KB
  137. 05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt 16KB
  138. 08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1-subtitle-en.srt 16KB
  139. 11 Final Project/087 Final project review-subtitle-en.srt 16KB
  140. 02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt 15KB
  141. 02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions-subtitle-en.srt 15KB
  142. 08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark-subtitle-en.srt 15KB
  143. 07 Dealing with Real-World Data/054 [Activity] Detecting outliers-subtitle-en.srt 15KB
  144. 10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition-subtitle-en.srt 14KB
  145. 04 Machine Learning with Python/034 Ensemble Learning-subtitle-en.srt 14KB
  146. 07 Dealing with Real-World Data/049 Bias_Variance Tradeoff-subtitle-en.srt 14KB
  147. 08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF-subtitle-en.srt 13KB
  148. 09 Experimental Design/068 [Activity] Hands-on With T-Tests-subtitle-en.srt 13KB
  149. 05 Recommender Systems/042 [Exercise] Improve the recommender's results-subtitle-en.srt 13KB
  150. 09 Experimental Design/067 T-Tests and P-Values-subtitle-en.srt 13KB
  151. 04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt 12KB
  152. 02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt 12KB
  153. 11 Final Project/086 Your final project assignment-subtitle-en.srt 12KB
  154. 06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt 12KB
  155. 04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt 11KB
  156. 04 Machine Learning with Python/029 [Activity] Clustering people based on income and age-subtitle-en.srt 11KB
  157. 02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem-subtitle-en.srt 11KB
  158. 08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib-subtitle-en.srt 11KB
  159. 03 Predictive Models/023 Multi-Level Models-subtitle-en.srt 10KB
  160. 01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt 9KB
  161. 04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview-subtitle-en.srt 9KB
  162. 01 Getting Started/006 Running Python Scripts-subtitle-en.srt 9KB
  163. 06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt 9KB
  164. 04 Machine Learning with Python/026 Bayesian Methods_ Concepts-subtitle-en.srt 8KB
  165. 09 Experimental Design/069 Determining How Long to Run an Experiment-subtitle-en.srt 8KB
  166. 07 Dealing with Real-World Data/053 Normalizing numerical data-subtitle-en.srt 7KB
  167. 02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function-subtitle-en.srt 7KB
  168. 12 You made it!/088 More to Explore-subtitle-en.srt 7KB
  169. 04 Machine Learning with Python/030 Measuring Entropy-subtitle-en.srt 7KB
  170. 01 Getting Started/001 Introduction-subtitle-en.srt 5KB
  171. 01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt 5KB
  172. 02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt 5KB
  173. 12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!-subtitle-en.srt 5KB
  174. 10 Deep Learning and Neural Networks/085 Learning More about Deep Learning-subtitle-en.srt 3KB
  175. 04 Machine Learning with Python/031 [Activity] Install GraphViz.html 3KB
  176. 12 You made it!/089 Don't Forget to Leave a Rating!.html 2KB
  177. 08 Apache Spark_ Machine Learning on Big Data/055 Warning about Java 9!.html 2KB
  178. [Discuss.FreeTutorials.us].url 252B
  179. 01 Getting Started/external_links.txt 146B
  180. [FreeCoursesOnline.Us].url 123B
  181. [FreeTutorials.Us].url 119B
  182. 06 More Data Mining and Machine Learning Techniques/external_links.txt 113B
  183. 08 Apache Spark_ Machine Learning on Big Data/external_links.txt 73B
  184. 12 You made it!/external_links.txt 70B