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Python Data Analysis Bootcamp for Beginners All in One DevCourseWeb

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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. ~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1. Installing Python and Jupyter Notebook.html 232 bytes
  3. ~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1.1 Mac.pdf 1.5 MB
  4. ~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/1.2 Windows.pdf 929.7 KB
  5. ~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/2. Setting Up The AI Environment ChatGPT.html 138 bytes
  6. ~Get Your Files Here !/1. Setting Up Your Data Analysis Environment/2.1 Instructions of setting up ChatGPT.pdf 409.1 KB
  7. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/1. One sample T-test.mp4 70.2 MB
  8. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/2. Independent sample T-test.mp4 57.3 MB
  9. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/3. One way analysis of variance (ANOVA).mp4 67.3 MB
  10. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/4. Chi-square test for independence.mp4 83.6 MB
  11. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/5. Pearson correlation analysis.mp4 82.5 MB
  12. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/6. Linear regression analysis.mp4 103.8 MB
  13. ~Get Your Files Here !/10. Statistical Analysis and Hypothesis Testing/7. Hypothesis Testing and Analysis.html 165 bytes
  14. ~Get Your Files Here !/11. Understanding Python Errors/1. Module not found error.mp4 8.6 MB
  15. ~Get Your Files Here !/11. Understanding Python Errors/2. Syntax error.mp4 9.5 MB
  16. ~Get Your Files Here !/11. Understanding Python Errors/3. Key error.mp4 7.4 MB
  17. ~Get Your Files Here !/11. Understanding Python Errors/4. Index error.mp4 6.9 MB
  18. ~Get Your Files Here !/11. Understanding Python Errors/5. Attribute error.mp4 8.6 MB
  19. ~Get Your Files Here !/11. Understanding Python Errors/6. Value error.mp4 7.8 MB
  20. ~Get Your Files Here !/11. Understanding Python Errors/7. Type error.mp4 8.3 MB
  21. ~Get Your Files Here !/12. Handling Errors in Python/1. Debugging errors in seconds.mp4 22.9 MB
  22. ~Get Your Files Here !/12. Handling Errors in Python/2. Enhancing python codes.mp4 26.0 MB
  23. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/1. Why Python.mp4 32.5 MB
  24. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/2. Your First Python Code Getting Started.mp4 14.5 MB
  25. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/3. Variables and naming conventions.mp4 28.1 MB
  26. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/4. Data types integers, float, strings, boolean.mp4 28.9 MB
  27. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/5. Type conversion and casting.mp4 46.6 MB
  28. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/6. Arithmetic operators (+, -, , , %, ).mp4 32.6 MB
  29. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/7. Comparison operators (, =, =, ==, !=).mp4 35.3 MB
  30. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/8. Logical operators (and, or, not).mp4 32.1 MB
  31. ~Get Your Files Here !/2. Python Programming Fundamentals - Level 1/9. Python Programming Basics – Level 1.html 165 bytes
  32. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/1. Lists creation, indexing, slicing, modifying.mp4 73.6 MB
  33. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/2. Sets unique elements, operations.mp4 38.8 MB
  34. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/3. Dictionaries key-value pairs, methods.mp4 44.6 MB
  35. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/4. Conditional statements (if, elif, else).mp4 28.1 MB
  36. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/5. Logical expressions in conditions.mp4 40.1 MB
  37. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/6. Looping structures (for loops, while loops).mp4 34.8 MB
  38. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/7. Defining, Creating and Calling functions.mp4 21.3 MB
  39. ~Get Your Files Here !/3. Python Programming Fundamentals - Level 2/8. Python Programming Basics – Level 2.html 165 bytes
  40. ~Get Your Files Here !/4. What is Data Analysis/1. Understanding data analysis.mp4 10.6 MB
  41. ~Get Your Files Here !/4. What is Data Analysis/2. Step-by-step data analysis procedure.mp4 9.8 MB
  42. ~Get Your Files Here !/4. What is Data Analysis/3. Practice dataset and quizz instructions.html 303 bytes
  43. ~Get Your Files Here !/4. What is Data Analysis/Practice datasets/Extra Data.xlsx 10.5 KB
  44. ~Get Your Files Here !/4. What is Data Analysis/Practice datasets/Extra Variable.xlsx 33.0 KB
  45. ~Get Your Files Here !/4. What is Data Analysis/Practice datasets/sales data.xlsx 85.0 KB
  46. ~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_Extra Data.xlsx 344 bytes
  47. ~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_Extra Variable.xlsx 344 bytes
  48. ~Get Your Files Here !/4. What is Data Analysis/__MACOSX/Practice datasets/_sales data.xlsx 344 bytes
  49. ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/1. Importing dataset into Jupyter Notebook.mp4 39.1 MB
  50. ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/2. Imputing missing values with SimpleImputer.mp4 81.1 MB
  51. ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/3. Finding and dealing with inconsistent data.mp4 61.8 MB
  52. ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/4. Identify and assign correct dataset.mp4 40.3 MB
  53. ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/5. Dealing with duplicate values.mp4 28.2 MB
  54. ~Get Your Files Here !/5. Clean Dataset for Integrity and Validity/6. Data Cleaning in Python.html 165 bytes
  55. ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/1. Sorting and arranging dataset.mp4 30.9 MB
  56. ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/2. Conditional Filtering of dataset.mp4 71.6 MB
  57. ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/3. Merging extra data with the dataset.mp4 31.2 MB
  58. ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/4. Concatenating variables within dataset.mp4 31.4 MB
  59. ~Get Your Files Here !/6. Manipulate Data to Increase the Functionality/5. Data Manipulation.html 165 bytes
  60. ~Get Your Files Here !/7. Explore dataset and generate significant insights/1. What is exploratory data analysis.mp4 27.9 MB
  61. ~Get Your Files Here !/7. Explore dataset and generate significant insights/2. Frequency and percentage analysis.mp4 165.7 MB
  62. ~Get Your Files Here !/7. Explore dataset and generate significant insights/3. Descriptive analysis for numeric data.mp4 95.7 MB
  63. ~Get Your Files Here !/7. Explore dataset and generate significant insights/4. Grouping analysis - numeric measure by nominal data.mp4 113.6 MB
  64. ~Get Your Files Here !/7. Explore dataset and generate significant insights/5. Pivot table - a tabulation of insights.mp4 144.4 MB
  65. ~Get Your Files Here !/7. Explore dataset and generate significant insights/6. Crosstabulation - categorical vs categorical data.mp4 68.6 MB
  66. ~Get Your Files Here !/7. Explore dataset and generate significant insights/7. Correlation - numeric vs numeric data.mp4 27.1 MB
  67. ~Get Your Files Here !/7. Explore dataset and generate significant insights/8. Exploratory data analysis.html 165 bytes
  68. ~Get Your Files Here !/8. What is Statistical Data Analysis/1. Various aspects of hypothesis testing.mp4 30.4 MB
  69. ~Get Your Files Here !/8. What is Statistical Data Analysis/2. Confidence level, significance level, p-value.mp4 27.4 MB
  70. ~Get Your Files Here !/8. What is Statistical Data Analysis/3. Steps in hypothesis testing.mp4 29.8 MB
  71. ~Get Your Files Here !/8. What is Statistical Data Analysis/4. Statistical data analysis.html 165 bytes
  72. ~Get Your Files Here !/9. Transforming Data into Normal Distribution/1. Test normality of numeric data.mp4 42.8 MB
  73. ~Get Your Files Here !/9. Transforming Data into Normal Distribution/2. Square root transformation method.mp4 37.8 MB
  74. ~Get Your Files Here !/9. Transforming Data into Normal Distribution/3. Logarithm transformation method.mp4 37.1 MB
  75. ~Get Your Files Here !/9. Transforming Data into Normal Distribution/4. Boxcox transformation method.mp4 37.9 MB
  76. ~Get Your Files Here !/9. Transforming Data into Normal Distribution/5. Yeo-johnson transformation method.mp4 41.6 MB
  77. ~Get Your Files Here !/9. Transforming Data into Normal Distribution/6. Data Transformation.html 165 bytes
  78. ~Get Your Files Here !/Bonus Resources.txt 386 bytes

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