[ FreeCourseWeb.com ] Data Analysis And Machine Learning - Python + Gpt 3.5 and Gpt 4

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Files
  1. Get Bonus Downloads Here.url 183B
  2. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Install Python and Jupyter Notebook.html 214B
  3. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Mac.pdf 1.52MB
  4. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/1 - Windows.pdf 929.75KB
  5. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/2 - Setting up ChatGPT and GPT 4.mp4 6.87MB
  6. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/3 - Download Practice datasets.html 303B
  7. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Cleaned_Data.xlsx 74.61KB
  8. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/Data+for+cleaning.xlsx 74.38KB
  9. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+1.xlsx 41.90KB
  10. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/data+2.xlsx 45.19KB
  11. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets for GPT 4/practice_filtering+data.xlsx 11.47KB
  12. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Data.xlsx 10.46KB
  13. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/Extra Variable.xlsx 32.95KB
  14. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/Practice datasets/sales data.xlsx 84.98KB
  15. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_Cleaned_Data.xlsx 868B
  16. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_Data+for+cleaning.xlsx 877B
  17. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_data+1.xlsx 864B
  18. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_data+2.xlsx 864B
  19. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets for GPT 4/_practice_filtering+data.xlsx 937B
  20. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_Extra Data.xlsx 344B
  21. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_Extra Variable.xlsx 344B
  22. ~Get Your Files Here !/1 - Setting Up Your Analysis Environment/__MACOSX/Practice datasets/_sales data.xlsx 344B
  23. ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/40 - Linear regression ML model.mp4 127.65MB
  24. ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/41 - Decision Tree regression ML model.mp4 36.84MB
  25. ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/42 - Random Forest regression ML model.mp4 59.77MB
  26. ~Get Your Files Here !/10 - Python GPT 35 Learn Regressor Machine Learning/43 - Support Vector regression ML model.mp4 46.77MB
  27. ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/44 - Logistic Regression ML model.mp4 194.78MB
  28. ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/45 - Decision Tree classification ML model.mp4 105.95MB
  29. ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/46 - Random Forest classification ML model.mp4 75.94MB
  30. ~Get Your Files Here !/11 - Python GPT 35 Learn Classification Machine Learning/47 - K Nearest Neighbours classification ML model.mp4 151.16MB
  31. ~Get Your Files Here !/12 - Python GPT 35 Learn Clustering Machine Learning/48 - KMeans Clustering ML model.mp4 169.79MB
  32. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/49 - Getting Started with GPT4 Data Analyst.mp4 6.76MB
  33. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/50 - Identify missing values.mp4 14.67MB
  34. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/51 - Impute missing values.mp4 25.03MB
  35. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/52 - Exploring data types.mp4 12.81MB
  36. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/53 - Finding inconsistent values.mp4 10.48MB
  37. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/54 - Dropping inconsistent values.mp4 16.78MB
  38. ~Get Your Files Here !/13 - Python GPT 4 Rapid Data Cleaning/55 - Dealing with duplicates.mp4 76.77MB
  39. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/56 - Sorting dataset.mp4 21.49MB
  40. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/57 - Filtering datasets.mp4 20.40MB
  41. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/58 - Inner joining method.mp4 28.08MB
  42. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/59 - Other joining methods.mp4 21.99MB
  43. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/60 - Boxcox transformation.mp4 32.87MB
  44. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/61 - Feature binning.mp4 15.25MB
  45. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/62 - Feature encoding.mp4 15.52MB
  46. ~Get Your Files Here !/14 - Python GPT 4 Instant Data Manipulation/63 - Creating dummy variables.mp4 15.07MB
  47. ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/64 - Nominal data analysis.mp4 17.46MB
  48. ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/65 - Descriptive analysis.mp4 56.78MB
  49. ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/66 - Group by data analysis.mp4 12.66MB
  50. ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/67 - Crosstabulation analysis.mp4 75.92MB
  51. ~Get Your Files Here !/15 - Python GPT 4 Fasttrack Data Analysis/68 - Correlation analysis.mp4 45.44MB
  52. ~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/69 - Oneway ANOVA analysis.mp4 85.77MB
  53. ~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/70 - Pearson correlation analysis.mp4 18.49MB
  54. ~Get Your Files Here !/16 - Python GPT 4 Quick Hypothesis Testing/71 - Regression analysis.mp4 74.60MB
  55. ~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/72 - Feature scaling and preprocessing.mp4 49.03MB
  56. ~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/73 - Splitting data into train and test sets.mp4 26.85MB
  57. ~Get Your Files Here !/17 - Python GPT 4 Build Machine Learning Models/74 - Build and evaluate ML models.mp4 50.27MB
  58. ~Get Your Files Here !/2 - Data Analysis and Its Workflow/4 - Data Analysis and Its Characteristics.mp4 46.73MB
  59. ~Get Your Files Here !/2 - Data Analysis and Its Workflow/5 - Complete data analysis workflow.mp4 6.32MB
  60. ~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/6 - Statistical Analysis and Its Characteristics.mp4 19.74MB
  61. ~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/7 - Confidence level significance level and Pvalue.mp4 20.67MB
  62. ~Get Your Files Here !/3 - Statistical Analysis and Its Workflow/8 - Complete hypothesis testing workflow.mp4 19.16MB
  63. ~Get Your Files Here !/4 - Machine Learning and Its Workflow/10 - Complete Machine Learning Workflow.mp4 5.87MB
  64. ~Get Your Files Here !/4 - Machine Learning and Its Workflow/9 - Machine Learning and Its Characteristics.mp4 6.64MB
  65. ~Get Your Files Here !/5 - Python Programming Basics Level 1/11 - Your First Python Code.mp4 11.28MB
  66. ~Get Your Files Here !/5 - Python Programming Basics Level 1/12 - Variables and naming conventions.mp4 28.77MB
  67. ~Get Your Files Here !/5 - Python Programming Basics Level 1/13 - Data types integers float strings boolean.mp4 29.80MB
  68. ~Get Your Files Here !/5 - Python Programming Basics Level 1/14 - Type conversion and casting.mp4 36.46MB
  69. ~Get Your Files Here !/5 - Python Programming Basics Level 1/15 - Arithmetic operators.mp4 32.25MB
  70. ~Get Your Files Here !/5 - Python Programming Basics Level 1/16 - Comparison operators.mp4 37.01MB
  71. ~Get Your Files Here !/5 - Python Programming Basics Level 1/17 - Logical operators and or not.mp4 39.91MB
  72. ~Get Your Files Here !/6 - Python Programming Basics Level 2/18 - Lists creation indexing slicing modifying.mp4 83.55MB
  73. ~Get Your Files Here !/6 - Python Programming Basics Level 2/19 - Sets unique elements operations.mp4 28.88MB
  74. ~Get Your Files Here !/6 - Python Programming Basics Level 2/20 - Dictionaries keyvalue pairs methods.mp4 45.17MB
  75. ~Get Your Files Here !/6 - Python Programming Basics Level 2/21 - Conditional statements if elif else.mp4 19.89MB
  76. ~Get Your Files Here !/6 - Python Programming Basics Level 2/22 - Logical expressions in conditions.mp4 47.44MB
  77. ~Get Your Files Here !/6 - Python Programming Basics Level 2/23 - Looping structures for loops while loops.mp4 33.97MB
  78. ~Get Your Files Here !/6 - Python Programming Basics Level 2/24 - Defining Creating and Calling functions.mp4 16.38MB
  79. ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/25 - Loading dataset.mp4 43.54MB
  80. ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/26 - Handling missing values.mp4 106.67MB
  81. ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/27 - Deal with inconsistent data.mp4 69.52MB
  82. ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/28 - Dealing with missidentified data types.mp4 45.22MB
  83. ~Get Your Files Here !/7 - Python GPT 35 Learn Data Cleaning/29 - Dealing with duplicated data.mp4 23.75MB
  84. ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/30 - Sorting and arranging dataset.mp4 27.10MB
  85. ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/31 - Filter data based on conditions.mp4 40.94MB
  86. ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/32 - Merging or adding variables.mp4 47.84MB
  87. ~Get Your Files Here !/8 - Python GPT 35 Learn Data Manipulation/33 - Concatenating extra data.mp4 49.49MB
  88. ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/34 - Feature engineering.mp4 116.61MB
  89. ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/35 - Extracting day months year.mp4 42.00MB
  90. ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/36 - Feature encoding.mp4 38.85MB
  91. ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/37 - Creating dummy variables.mp4 53.34MB
  92. ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/38 - Data normalizing.mp4 120.28MB
  93. ~Get Your Files Here !/9 - Python GPT 35 Learn Data Preprocessing/39 - Splitting data.mp4 52.22MB
  94. ~Get Your Files Here !/Bonus Resources.txt 386B