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Python for Data Science Python Programming and Data Analysis 2

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Type: Tutorials
Language: English
Category: Other
Size: 2.2 GB
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Files:
  1. Get Bonus Downloads Here.url 181 bytes
  2. 1. Introduction.mp4 20.0 MB
  3. 2. Course resources.html 106 bytes
  4. Housing.csv 29.3 KB
  5. Housing.xlsx 37.5 KB
  6. Housing_with_null.csv 29.1 KB
  7. MatplotLib.ipynb 1003.8 KB
  8. Numpy.ipynb 53.1 KB
  9. Pandas.ipynb 233.8 KB
  10. Python_Tutorial.ipynb 139.8 KB
  11. Seaborn.ipynb 2.0 MB
  12. example.txt 18 bytes
  13. Autoviz-checkpoint.ipynb 72 bytes
  14. MatplotLib-checkpoint.ipynb 72 bytes
  15. Numpy-checkpoint.ipynb 72 bytes
  16. Pandas-checkpoint.ipynb 72 bytes
  17. Python_Tutorial-checkpoint.ipynb 120.0 KB
  18. Seaborn-checkpoint.ipynb 72 bytes
  19. example-checkpoint.txt 33 bytes
  20. gemini-checkpoint.ipynb 72 bytes
  21. 1. Introduction to Matplotlib Library.mp4 39.5 MB
  22. 2. Data Visualization with Matplotlib Plotting Essentials and Customization.mp4 116.5 MB
  23. 3. Visualizing Average Session Length per Day with a Line Chart.html 144 bytes
  24. 4. Exploring Subplots, Scatter Plots, and Customization.mp4 78.2 MB
  25. 5. Creating a Scatter Plot of Random Data Points.html 144 bytes
  26. 6. Crafting Bar Plots, Histograms, Pie Charts with Customization Using Matplotlib.mp4 85.9 MB
  27. 7. Practice Assignment Visualizing Olympic Medals Data with Matplotlib.html 148 bytes
  28. 1. Introduction to Seaborn Library.mp4 71.5 MB
  29. 2. Exploring Seaborn Univariate and Bivariate Analysis for Data Visualization.mp4 50.4 MB
  30. 3. Advanced Data Visualization with Seaborn Pairplot and Barplot Customization.mp4 88.6 MB
  31. 4. Advanced Visualizations with Countplot and Heatmap Using Seaborn.mp4 64.0 MB
  32. 5. Practice Assignment Data Visualization with Seaborn and the Iris Dataset.html 148 bytes
  33. 1. About your certificate.html 945 bytes
  34. 2. Bonus lecture.html 6.3 KB
  35. 1. Introduction to Python.mp4 37.1 MB
  36. 10. Practice Assignment.html 148 bytes
  37. 2. First code to Python Programming.html 144 bytes
  38. 3. Variables in Python Declaration and Use.mp4 67.5 MB
  39. 4. Basic Arithmetic Operations in Python.html 144 bytes
  40. 5. Data types in Python.mp4 38.9 MB
  41. 6. Python String.mp4 48.2 MB
  42. 7. Quiz.html 144 bytes
  43. 8. String methods.mp4 82.5 MB
  44. 9. Calculating Body Mass Index (BMI) in Python.html 144 bytes
  45. 1. List in Python.mp4 75.0 MB
  46. 2. Working with Lists in Python.html 144 bytes
  47. 3. Tuples in Python.mp4 41.6 MB
  48. 4. Dictionaries in Python.mp4 36.8 MB
  49. 5. Working with Dictionaries in Python.html 144 bytes
  50. 6. Sets in Python.mp4 29.9 MB
  51. 7. Practice Assignment.html 148 bytes
  52. 1. Python Conditional Expressions.mp4 31.7 MB
  53. 2. Conditional Statements in Python.html 144 bytes
  54. 3. Exploring Operators and Conditional Expressions in Python.mp4 79.7 MB
  55. 4. Practice Assignment.html 148 bytes
  56. 1. For loops in Python.mp4 76.9 MB
  57. 2. Generating Square Numbers in Python.html 144 bytes
  58. 3. While loops in Python.mp4 51.6 MB
  59. 4. Practice Assignment.html 148 bytes
  60. 1. Function in Python.mp4 70.7 MB
  61. 2. Checking Even Numbers Using Functions in Python.html 144 bytes
  62. 3. Recursion in Python.mp4 52.6 MB
  63. 4. Lambda function.mp4 49.5 MB
  64. 5. Lambda Functions for Exponentiation.html 144 bytes
  65. 6. Practice Assignment.html 148 bytes
  66. 1. File IO in Python.mp4 69.4 MB
  67. 2. Writing to a File in Python.html 144 bytes
  68. 3. Quiz.html 144 bytes
  69. 1. Introduction to NumPy arrays.mp4 60.9 MB
  70. 2. Accessing the elements of NumPy arrays.mp4 33.5 MB
  71. 3. Creating and Accessing Elements in NumPy Arrays.html 144 bytes
  72. 4. Leveraging Data Types, Shapes, and Array Stacking in NumPy.mp4 53.0 MB
  73. 5. Exploring Diverse Approaches to Creating NumPy Arrays.mp4 42.6 MB
  74. 6. Creating NumPy Arrays with Evenly Spaced Numbers.html 144 bytes
  75. 7. Mathematical operations on arrays.mp4 46.1 MB
  76. 8. Array Operations and Median Calculation in Python.html 144 bytes
  77. 9. Practice Assignment.html 148 bytes
  78. 1. Introduction to Pandas Library.mp4 40.8 MB
  79. 2. Creating DataFrame from Dictionary in Pandas.html 144 bytes
  80. 3. Exploring Series and DataFrame in Python.mp4 47.3 MB
  81. 4. Essential Data Analysis Methods in Python.mp4 111.6 MB
  82. 5. Importing Data from CSV File using Pandas.html 144 bytes
  83. 6. Missing Data Handling in Python.mp4 109.2 MB
  84. 7. Manipulating DataFrame in Python.mp4 110.7 MB
  85. 8. Practice Assignment Analyzing and Visualizing the Titanic Dataset with Pandas.html 148 bytes
  86. Bonus Resources.txt 386 bytes

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