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Introduction to Machine Learning for Data Science

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  1. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..mp4 258MB
  2. Introduction to Machine Learning for Data Science/1. Introduction/5. Secret sauce inside! How to get the most out of this course..mp4 221MB
  3. Introduction to Machine Learning for Data Science/1. Introduction/4. Course Overview.mp4 121MB
  4. Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 121MB
  5. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Introduction and Setup.mp4 120MB
  6. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/4. A Titanic Example - Preparing the right data and applying a basic algorithm.mp4 115MB
  7. Introduction to Machine Learning for Data Science/13. Section 7 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Conclusions - for our Titanic Example, important concepts and where to go next!.mp4 101MB
  8. Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.mp4 99MB
  9. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.mp4 96MB
  10. Introduction to Machine Learning for Data Science/9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.mp4 95MB
  11. Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.mp4 95MB
  12. Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..mp4 94MB
  13. Introduction to Machine Learning for Data Science/2. Core Concepts/9. What is Artificial Intelligence (AI).mp4 90MB
  14. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..mp4 89MB
  15. Introduction to Machine Learning for Data Science/2. Core Concepts/3. What's Data I can see data everywhere!.mp4 84MB
  16. Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 84MB
  17. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/4. 2 - Identifying, obtaining, and preparing the right data.mp4 78MB
  18. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introduction and Anaconda Installation.mp4 78MB
  19. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/5. 3 - Identifying and applying a ML Algorithm.mp4 77MB
  20. Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 76MB
  21. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..mp4 73MB
  22. Introduction to Machine Learning for Data Science/1. Introduction/1. Course Promotion Video.mp4 73MB
  23. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.mp4 67MB
  24. Introduction to Machine Learning for Data Science/2. Core Concepts/10. What is Machine Learning - Part 1 - The ideas.mp4 67MB
  25. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/5. Where it's transforming our lives.mp4 64MB
  26. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Crash course in Python - Beginning concepts.mp4 62MB
  27. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/4. Crash course in Python - Functions, Scope, Dictionaries and more!.mp4 57MB
  28. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 56MB
  29. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. A Titanic Example - Understanding the data set in regards to survival.mp4 55MB
  30. Introduction to Machine Learning for Data Science/2. Core Concepts/1. Core Concepts Overview.mp4 54MB
  31. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/2. Why is this important now.mp4 53MB
  32. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Crash course in Python - Expressions, Operators, Conditions and Loops.mp4 52MB
  33. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..mp4 50MB
  34. Introduction to Machine Learning for Data Science/2. Core Concepts/7. What's big data.mp4 47MB
  35. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/1. The Machine Learning Process - Overview.mp4 46MB
  36. Introduction to Machine Learning for Data Science/2. Core Concepts/11. What is Machine Learning - Part 2 - An Example.mp4 45MB
  37. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/4. What problems does Machine Learning Solve.mp4 37MB
  38. Introduction to Machine Learning for Data Science/2. Core Concepts/12. What is data science.mp4 36MB
  39. Introduction to Machine Learning for Data Science/2. Core Concepts/6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4 33MB
  40. Introduction to Machine Learning for Data Science/1. Introduction/3. Thank you for investing in this Course!.mp4 31MB
  41. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/6. 4 - Evaluating the performance of the model and adjusting.mp4 29MB
  42. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/1. Impacts, Importance and examples - Overview.mp4 27MB
  43. Introduction to Machine Learning for Data Science/6. Conclusion/1. All done! What's next.mp4 25MB
  44. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/3. 1 - Asking the right question.mp4 24MB
  45. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/2. 5 Step Machine Learning Process Overview.mp4 23MB
  46. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/5. Data Science using - Python.mp4 21MB
  47. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/3. Common platforms and tools for Data Science.mp4 21MB
  48. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/1. How to apply Machine Learning for Data Science - Overview.mp4 20MB
  49. Introduction to Machine Learning for Data Science/1. Introduction/2. A special message for hard of hearing and ESL students.mp4 18MB
  50. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/6. Data Science using SQL.mp4 17MB
  51. Introduction to Machine Learning for Data Science/2. Core Concepts/13. Recap & How do these relate to each other.mp4 17MB
  52. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/2. Where to begin your journey.mp4 16MB
  53. Introduction to Machine Learning for Data Science/2. Core Concepts/4. Structured vs Unstructured Data.mp4 15MB
  54. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/4. Data Science using - R.mp4 15MB
  55. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/7. Data Science using Excel.mp4 15MB
  56. Introduction to Machine Learning for Data Science/2. Core Concepts/2. Computer Science - the `Train Wreck' Definition.mp4 12MB
  57. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/7. 5 - Using and presenting the model.mp4 12MB
  58. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/9. Cautionary Tales.mp4 10MB
  59. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/8. Data Science using RapidMiner.mp4 8MB
  60. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1.2 Machine Learning in Python and Jupyter for Beginners - Anaconda Install.v4.pdf.pdf 2MB
  61. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1.1 codepackage.v3.zip.zip 1MB
  62. Introduction to Machine Learning for Data Science/14. Bonus Content/1.1 The startling breakthrough in Machine Learning from 2016.pdf.pdf.pdf 447KB
  63. Introduction to Machine Learning for Data Science/2. Core Concepts/13.1 byds-diagram.pdf.pdf 271KB
  64. Introduction to Machine Learning for Data Science/1. Introduction/4.1 Course Syllabus.pdf.pdf 265KB
  65. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1.1 python_3.x_cheat_sheet.pdf.pdf 85KB
  66. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6.2 tree-overfit.pdf.pdf 54KB
  67. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6.1 tree-pruned.pdf.pdf 26KB
  68. Introduction to Machine Learning for Data Science/2. Core Concepts/9. What is Artificial Intelligence (AI).vtt 19KB
  69. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/5. 3 - Identifying and applying a ML Algorithm.vtt 18KB
  70. Introduction to Machine Learning for Data Science/2. Core Concepts/10. What is Machine Learning - Part 1 - The ideas.vtt 18KB
  71. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/4. 2 - Identifying, obtaining, and preparing the right data.vtt 18KB
  72. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..vtt 17KB
  73. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/5. Where it's transforming our lives.vtt 15KB
  74. Introduction to Machine Learning for Data Science/2. Core Concepts/6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....vtt 15KB
  75. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/4. A Titanic Example - Preparing the right data and applying a basic algorithm.vtt 13KB
  76. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..vtt 12KB
  77. Introduction to Machine Learning for Data Science/9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.vtt 12KB
  78. Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.vtt 11KB
  79. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/2. Why is this important now.vtt 11KB
  80. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..vtt 11KB
  81. Introduction to Machine Learning for Data Science/2. Core Concepts/11. What is Machine Learning - Part 2 - An Example.vtt 10KB
  82. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Introduction and Setup.vtt 10KB
  83. Introduction to Machine Learning for Data Science/2. Core Concepts/7. What's big data.vtt 10KB
  84. Introduction to Machine Learning for Data Science/2. Core Concepts/3. What's Data I can see data everywhere!.vtt 9KB
  85. Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.vtt 9KB
  86. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. A Titanic Example - Understanding the data set in regards to survival.vtt 9KB
  87. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.vtt 8KB
  88. Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.vtt 8KB
  89. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.vtt 8KB
  90. Introduction to Machine Learning for Data Science/2. Core Concepts/12. What is data science.vtt 8KB
  91. Introduction to Machine Learning for Data Science/14. Bonus Content/1. Bonus Article - The startling breakthrough in Machine Learning from 2016..html 8KB
  92. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/4. What problems does Machine Learning Solve.vtt 8KB
  93. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Crash course in Python - Beginning concepts.vtt 7KB
  94. Introduction to Machine Learning for Data Science/1. Introduction/5. Secret sauce inside! How to get the most out of this course..vtt 7KB
  95. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/6. 4 - Evaluating the performance of the model and adjusting.vtt 7KB
  96. Introduction to Machine Learning for Data Science/13. Section 7 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Conclusions - for our Titanic Example, important concepts and where to go next!.vtt 7KB
  97. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Crash course in Python - Expressions, Operators, Conditions and Loops.vtt 7KB
  98. Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..vtt 7KB
  99. Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/4. Crash course in Python - Functions, Scope, Dictionaries and more!.vtt 7KB
  100. Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.vtt 6KB
  101. Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.vtt 6KB
  102. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..vtt 6KB
  103. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introduction and Anaconda Installation.vtt 6KB
  104. Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).vtt 6KB
  105. Introduction to Machine Learning for Data Science/1. Introduction/4. Course Overview.vtt 5KB
  106. Introduction to Machine Learning for Data Science/2. Core Concepts/13. Recap & How do these relate to each other.vtt 5KB
  107. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/3. 1 - Asking the right question.vtt 5KB
  108. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/5. Data Science using - Python.vtt 4KB
  109. Introduction to Machine Learning for Data Science/1. Introduction/1. Course Promotion Video.vtt 4KB
  110. Introduction to Machine Learning for Data Science/2. Core Concepts/4. Structured vs Unstructured Data.vtt 4KB
  111. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/4. Data Science using - R.vtt 3KB
  112. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/7. 5 - Using and presenting the model.vtt 3KB
  113. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/3. Common platforms and tools for Data Science.vtt 3KB
  114. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/7. Data Science using Excel.vtt 3KB
  115. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/9. Cautionary Tales.vtt 3KB
  116. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/6. Data Science using SQL.vtt 3KB
  117. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/2. 5 Step Machine Learning Process Overview.vtt 3KB
  118. Introduction to Machine Learning for Data Science/2. Core Concepts/1. Core Concepts Overview.vtt 3KB
  119. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/1. The Machine Learning Process - Overview.vtt 2KB
  120. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/8. Data Science using RapidMiner.vtt 2KB
  121. Introduction to Machine Learning for Data Science/1. Introduction/3. Thank you for investing in this Course!.vtt 1KB
  122. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/2. Where to begin your journey.vtt 1KB
  123. Introduction to Machine Learning for Data Science/2. Core Concepts/2. Computer Science - the `Train Wreck' Definition.vtt 1KB
  124. Introduction to Machine Learning for Data Science/1. Introduction/2. A special message for hard of hearing and ESL students.vtt 1KB
  125. Introduction to Machine Learning for Data Science/6. Conclusion/1. All done! What's next.vtt 1KB
  126. Introduction to Machine Learning for Data Science/3. Impacts, Importance and examples/1. Impacts, Importance and examples - Overview.vtt 1KB
  127. Introduction to Machine Learning for Data Science/5. How to apply Machine Learning for Data Science/1. How to apply Machine Learning for Data Science - Overview.vtt 897B
  128. Introduction to Machine Learning for Data Science/1. Introduction/Must Read.txt 540B
  129. Introduction to Machine Learning for Data Science/ReadMe.txt 538B
  130. Course Downloaded from coursedrive.org.txt 538B
  131. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/ReadMe.txt 538B
  132. Introduction to Machine Learning for Data Science/14. Bonus Content/ReadMe.txt 538B
  133. Introduction to Machine Learning for Data Science/2. Core Concepts/5. Structured and Unstructured Data.html 143B
  134. Introduction to Machine Learning for Data Science/2. Core Concepts/8. Big Data - Quiz.html 143B
  135. Introduction to Machine Learning for Data Science/4. The Machine Learning Process/8. Machine Learning - Process.html 143B
  136. Visit Coursedrive.org.url 124B
  137. Introduction to Machine Learning for Data Science/Visit Coursedrive.org.url 124B
  138. Introduction to Machine Learning for Data Science/1. Introduction/Visit Coursedrive.org.url 124B
  139. Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/Visit Coursedrive.org.url 124B
  140. Introduction to Machine Learning for Data Science/14. Bonus Content/Visit Coursedrive.org.url 124B