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Data Science 101 Methodology, Python, and Essential Math

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视频 2021-11-8 23:13 2024-5-3 21:53 120 5.09 GB 177
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文件列表
  1. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/6. Evaluation.mp4186.46MB
  2. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/4. Data Prep.mp4167.45MB
  3. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/1. Purpose of Chatbot Section.mp4153.28MB
  4. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/7. Deployment.mp4148.95MB
  5. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/5. Modeling.mp4145.38MB
  6. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/1. Data Science MethodologyProcess Intro.mp4131.71MB
  7. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/5. Libraries, API's, Datasets/3. Datasets.mp4128.17MB
  8. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/8. Section Recap Natural Language Processing , Machine Learning, and Use Cases.mp4118.13MB
  9. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/3. Data Understanding.mp4115.64MB
  10. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/3. Data Science Methodology/2. Business Understanding.mp4114.63MB
  11. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/5. Libraries, API's, Datasets/1. Libraries.mp4101.68MB
  12. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/1. Intro to Data Science 101/6. Advice to Data Scientists.mp489.83MB
  13. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/1. Intro to Data Science 101/4. Data Mining.mp483.41MB
  14. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/1. Intro to Data Science 101/5. Machine Learning vs. Deep Learning.mp478.7MB
  15. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/15. Python Activity Solutions/2. Solution - Fill in Activity - Looping and Functions.mp471.26MB
  16. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/8. PracticalReal World Example Function to Get Reddit Data.mp462.08MB
  17. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/6. Conditional Healthcare (Cancer) Example 2.mp461.77MB
  18. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/16. Concat Function + Pop Quiz.mp461.4MB
  19. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/2. What is a Chatbot.mp460.65MB
  20. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/15. Python Activity Solutions/4. Solution - Fill in Activity - Numpy.mp458.32MB
  21. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/1. Intro to Data Science 101/1. Intro to Data Science.mp456.05MB
  22. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/2. Best Language for Data Science/5. SQL.mp454.74MB
  23. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/5. MacOS - Anaconda Download and Install.mp454.46MB
  24. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/2. Best Language for Data Science/3. SAS.mp452.29MB
  25. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/1. Intro to Data Science 101/3. Big Data.mp448.3MB
  26. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/15. Python Activity Solutions/1. Solution - Fill in Activity - Fundamentals.mp446.48MB
  27. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/10. Covariance, Correlation and More on Variance.mp446.34MB
  28. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/1. Mathematical Structures.mp444.64MB
  29. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/1. Intro to Data Science 101/2. What a Data Scientist Does.mp443.74MB
  30. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/8. Joint PDF Example - Banking.mp443.65MB
  31. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/7. Lists - How To Use.mp440.33MB
  32. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/6. MacOS - Conda Environment.mp440.25MB
  33. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/2. Best Language for Data Science/4. R.mp440.15MB
  34. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/6. Github/1. Intro to Github.mp440.1MB
  35. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/2. Best Language for Data Science/1. What IS the best language for Data Science.mp439.78MB
  36. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/7. Defining a Function vs. Calling a Function (including different ways to call).mp439.09MB
  37. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/10. Dim of C(A) and N(A).mp438.04MB
  38. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/2. Best Language for Data Science/2. Python.mp436.98MB
  39. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/13. Operators.mp435.98MB
  40. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/13. Dealing with Missing Values.mp434.51MB
  41. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/6. Github/3. Creating Branch and Commit Changes.mp432.76MB
  42. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/5. List of Dicts and Dicts of Dicts Example.mp431.59MB
  43. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/11. Row Operations Example (REF).mp431.55MB
  44. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/2. For SAS Programmers Analogous Terms in Pandas (Python).mp431.4MB
  45. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/16. Concatenate.mp431.36MB
  46. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/6. Entities.mp430.48MB
  47. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/15. Orthogonal Projection - One Method for Least Squares.mp430.33MB
  48. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/3. Discrete Example.mp429.8MB
  49. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/20. Essential Math for Data Science - Statistical Inference/1. Statistical Inference.mp429.75MB
  50. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/12. Insert Elements.mp429.69MB
  51. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/7. Introduction to Python for Data Science and Machine Learning Bootcamp/2. OptionsFeatures When Watching Videos.mp429.61MB
  52. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/2. Windows - Install Anaconda Distribution.mp429.38MB
  53. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/17. Real World Activity Add New Columns and Predict Stock Movement.mp429.32MB
  54. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/7. System in Corresponding Forms.mp428.91MB
  55. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/6. Github/4. Pull Request and Merging Pull Request.mp427.98MB
  56. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/7. Independence of Events (what it means and doesn't mean).mp427.94MB
  57. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/9. Indexing and Slicing with Breast Cancer Wisconsin Data-set.mp427.53MB
  58. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/5. Intents.mp427.51MB
  59. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/8. Row Echelon Form (Gaussian Elimination).mp427.39MB
  60. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/8. Permutations and Combinations.mp427.02MB
  61. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/1. Probability Models and Axioms.mp426.86MB
  62. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/4. Comparing Series and DataFrame.mp426.67MB
  63. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/8. Conditional Selection.mp426.2MB
  64. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/10. Delete Elements.mp425.89MB
  65. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/13. General Formula - Matrix Vector Multiplication.mp424.65MB
  66. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/13. Four Fundamental Subspaces.mp424.48MB
  67. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/6. Github/2. Create a Repository.mp424.36MB
  68. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/8. Jupyter Notebook Interface and Shortcuts.mp424.3MB
  69. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/10. Tuple - How To Use.mp423.97MB
  70. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/12. Linear Maps.mp423.94MB
  71. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/12. Activity Building Intuition (Loops, Nested Data, Iteration and List Comp).mp423.86MB
  72. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/10. Formal Function vs. Lambda for splitting strings.mp423.62MB
  73. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/11. PracticalReal World Example - Creating a Constrained ID.mp423.21MB
  74. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/14. Dropping ColumnsVariables and RecordsRows.mp421.68MB
  75. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/13. Reshape -1 Feature.mp421.17MB
  76. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/15. Renaming ColumnsVariables and RecordsRows.mp420.84MB
  77. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/20. Essential Math for Data Science - Statistical Inference/3. Example - Bayesian Estimator.mp420.2MB
  78. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/5. Aij Notation.mp420.11MB
  79. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/5. Libraries, API's, Datasets/2. API's.mp420.11MB
  80. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/14. Tips for Row Operations.mp419.69MB
  81. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/5. Subspaces.mp419.63MB
  82. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/17. Splitting.mp419.41MB
  83. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/15. Python Activity Solutions/3. Solution - Fill in Activity - Nested and List Comprehension.mp419.3MB
  84. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/7. MacOS - Jupyter Notebook.mp418.93MB
  85. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/5. Conditional Example 1.mp418.8MB
  86. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/6. Nested Iteration - Iterating through List of Lists.mp418.18MB
  87. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/3. Shaping An Array (when you know the shape you want).mp418.17MB
  88. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/9. Cumulative Distribution Function (CDF).mp417.93MB
  89. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/5. Element-Wise Operations.mp417.68MB
  90. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/7. Label Based Selection (loc).mp417.56MB
  91. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/4. Vector Spaces - Concrete Example.mp417.48MB
  92. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/6. Linear Combinations and Span.mp417.29MB
  93. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/8. Dictionaries - How To Use.mp417.28MB
  94. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/6. Main Data Types and Creating Them (Integer, Float, String, List, Dictionary).mp417.13MB
  95. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/2. Simple Nested Example.mp416.96MB
  96. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/3. Double Indexing.mp416.81MB
  97. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/20. Essential Math for Data Science - Statistical Inference/4. Mean Squared Error = Variance. Why.mp416.75MB
  98. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/9. Summary Functions.mp416.48MB
  99. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/9. Reduced Row Echelon Form.mp415.91MB
  100. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/12. Central Limit Theorem (CLT).mp415.87MB
  101. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/2. Comments - Inline and Block Comments.mp415.75MB
  102. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/12. Checking Data Types and Converting.mp415.65MB
  103. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/3. Windows - Setting Up Environment.mp415.4MB
  104. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/7. Defining List Comprehension and Syntax.mp415.4MB
  105. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/4. Creating a name - Healthcare Service Chatbot.mp415.18MB
  106. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/7. Numpy Indexing.mp415.09MB
  107. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/3. Vector Spaces 1.mp414.96MB
  108. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/8. List Comprehension - Simple Examples.mp414.76MB
  109. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/11. Append.mp414.69MB
  110. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/18. AggregateStatistical Functions.mp414.68MB
  111. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/9. List Comp as an Alternative to Loops.mp414.63MB
  112. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/5. Importing TSLA Dataset.mp414.54MB
  113. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/6. Optional Return Statement (and comparing it to Print Statement).mp414.46MB
  114. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/1. Windows - Download Anaconda Distribution (includes Python!).mp414.2MB
  115. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/6. System of Equations as a Matrix.mp414.14MB
  116. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/7. Continuous R.V. Example.mp413.88MB
  117. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/1. Random Variables.mp413.81MB
  118. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/10. Row Operations Rules.mp413.72MB
  119. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/10. PracticalReal World Example - Using Common Mathematical Notation.mp413.56MB
  120. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/9. A Basis for a Vector Space.mp413.48MB
  121. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/3. Signing up for Watson Assistant.mp412.73MB
  122. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/7. Break and Continue Statements.mp412.51MB
  123. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/3. Expectation and Variance for Discrete Random Variables.mp412.43MB
  124. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/2. If statement.mp412.05MB
  125. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/2. Forms of a Linear Equation.mp411.78MB
  126. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/8. Linear Independence.mp411.66MB
  127. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/1. Linear Equation Definition.mp411.55MB
  128. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/6. While Loop.mp411.55MB
  129. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/4. Data Science Via Chatbot/7. Suggestions for More Learning.mp411.53MB
  130. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/2. Probability Mass Function and Discrete R.V's.mp411.46MB
  131. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/7. Is it in the Span.mp411.4MB
  132. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/10. Grouping (groupby).mp411.38MB
  133. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/2. Functions - General Syntax.mp411.25MB
  134. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/3. Using Series as Input into DataFrame.mp411.03MB
  135. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/4. Fav Band Function.mp410.88MB
  136. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/5. Celsius to Fahrenheit Function.mp410.33MB
  137. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/11. Sorting.mp410.26MB
  138. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/4. Conditional Bayes.mp410.15MB
  139. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/3. Python Indentation.mp410.14MB
  140. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/14. Flatten.mp410.07MB
  141. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/2. Creating our first Numpy Array.mp49.97MB
  142. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/12. Set - How To Use.mp49.62MB
  143. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/16. Least Squares.mp49.43MB
  144. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/12. Visualizing Ax=b.mp49.43MB
  145. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/3. Else Statement.mp49.37MB
  146. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/4. Line and Plane.mp49.17MB
  147. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/6. Index Based Selection (iloc).mp49.14MB
  148. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/16. Essential Math for Data Science - Linear Algebra Intro/3. Systems of Linear Equations.mp49.11MB
  149. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/15. Transpose.mp49.08MB
  150. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/4. Writing Single and Multiple Lines of Code.mp48.95MB
  151. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/5. Continuous Random Variables.mp48.72MB
  152. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/1. Introducing Decision and Looping Structures.mp48.58MB
  153. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/1. Introducing Numpy.mp48.48MB
  154. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/20. Essential Math for Data Science - Statistical Inference/2. Bayesian Estimator.mp48.42MB
  155. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/4. Elif.mp48.21MB
  156. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/6. A Range with a Shape (arange function with reshape function).mp48.05MB
  157. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/3. +1 Function.mp48.01MB
  158. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/18. Essential Math for Data Science - Intro to Probability/2. Simple Counting.mp47.98MB
  159. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/11. Law of Large Numbers (LLN).mp47.75MB
  160. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/8. Numpy Slicing.mp47.64MB
  161. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/9. Lambda Intro (Anonymous Functions).mp47.26MB
  162. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/10. Decision and Looping Structures/5. For Loop.mp47.25MB
  163. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/11. Functions/1. Introducing Functions.mp47.24MB
  164. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/13. Learn Numpy/4. Creating a Sequence of Integers and Floats.mp47.07MB
  165. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/6. Continuous Random Variables and Probability Density Function.mp46.82MB
  166. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/2. Abelian Groups and Fields.mp46.71MB
  167. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/19. Essential Math for Data Science - Random Variables and Multiple Variables/4. Joint PMF's (Multiple Discrete Variables).mp46.67MB
  168. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/5. Understanding Variables.mp46.49MB
  169. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/11. Creating a Set.mp46.42MB
  170. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/11. The Dimension of a Vector Space.mp46.02MB
  171. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/1. Introducing you to Nested Data and Iteration.mp45.86MB
  172. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/1. How to Use Markdown Cells (Adding Headers, Links, and Images).mp45.78MB
  173. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/8. InstallationJupyterComments (Windows and MacOSJupyter Notebook)/4. Windows - Opening Jupyter Notebook.mp44.28MB
  174. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/12. Nested Data, Nested Iteration and List Comprehension/4. Assigning Values.mp44.02MB
  175. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/14. Pandas/1. Introducing Pandas.mp43.24MB
  176. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/17. Essential Math for Data Science - Mathematical Structures/14. Adding Geometry to Vector Spaces.mp43.07MB
  177. [TutsNode.com] - Data Science 101 Methodology, Python, and Essential Math/9. Python for Data Science and Machine Learning Fundamentals/9. Creating A Tuple.mp42.35MB
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