Udemy - ChatGPT For Data Analysis - Data Science Using Python and...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 2.4 GB
  • Uploaded By freecoursewb
  • Downloads 167
  • Last checked 4 days ago
  • Date uploaded 1 week ago
  • Seeders 18
  • Leechers 11

Infohash : 9E4D76E4DB08500362A07FFAB15452E714259279



ChatGPT For Data Analysis: Data Science Using Python & AI

https://WebToolTip.com

Last updated 1/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 8h 20m | Size: 2.43 GB

Power UP Your Data Analysis Skills with Chat GPT. Analyse Complex Datasets, Create Stunning Visualizations with Chat GPT

What you'll learn
Conduct AI Driven Data Analysis Using ChatGPT
Visualize Data and Identify Unique Patterns in Data Using ChatGPT
Write and Manage Python Codes for Advanced Statistical Analysis Using ChatGPT
Prepare Professional Reports and APA Style Write-Ups Using ChatGPT
Improve Research Productivity Using ChatGPT

Requirements
A computer or a similar device with an internet connection and a ChatGPT account

Files:

[ WebToolTip.com ] Udemy - ChatGPT For Data Analysis - Data Science Using Python and AI
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1 - Introduction to Chat GPT
    • 1. What is ChatGPT and Why You Must Know About It.en_US.srt (7.6 KB)
    • 1. What is ChatGPT and Why You Must Know About It.mp4 (35.8 MB)
    • 2. Account Creation and Choosing Between Free and Paid Version of Chat GPT.en_US.srt (8.0 KB)
    • 2. Account Creation and Choosing Between Free and Paid Version of Chat GPT.mp4 (19.3 MB)
    • 3. Downloading and Installing Anaconda and Running Jupyter Lab.en_US.srt (3.9 KB)
    • 3. Downloading and Installing Anaconda and Running Jupyter Lab.mp4 (18.5 MB)
    2 - Working with Chat GPT and Jupyter Lab
    • 4. Learning to Import an Excel Data File in Jupyter Lab with ChatGPT Code.en_US.srt (10.4 KB)
    • 4. Learning to Import an Excel Data File in Jupyter Lab with ChatGPT Code.mp4 (31.3 MB)
    • 5. Developing Familiarity with Jupyter Lab Note Book.en_US.srt (6.2 KB)
    • 5. Developing Familiarity with Jupyter Lab Note Book.mp4 (16.8 MB)
    3 - Prompt Engineering
    • 10. Depth Safety and Evaluation Principles of Prompt Engineering.en_US.srt (8.0 KB)
    • 10. Depth Safety and Evaluation Principles of Prompt Engineering.mp4 (24.1 MB)
    • 11. Prompt Engineering Example Asking ChatGPT to Suggest Right Statistical Test.en_US.srt (9.4 KB)
    • 11. Prompt Engineering Example Asking ChatGPT to Suggest Right Statistical Test.mp4 (29.3 MB)
    • 12. Prompt Engineering Example Using ChatGPT to Find an Impactful Research Idea.en_US.srt (17.8 KB)
    • 12. Prompt Engineering Example Using ChatGPT to Find an Impactful Research Idea.mp4 (95.3 MB)
    • 13. How to Use ChatGPT to Generate a Simulated Dataset for Factor Analsyis.en_US.srt (17.7 KB)
    • 13. How to Use ChatGPT to Generate a Simulated Dataset for Factor Analsyis.mp4 (129.2 MB)
    • 14. Using ChatGPT for Manual Calculation of Factor Loadings.en_US.srt (10.0 KB)
    • 14. Using ChatGPT for Manual Calculation of Factor Loadings.mp4 (43.1 MB)
    • 15. How to Use ChatGPT to Generate APA Style Tables.en_US.srt (5.0 KB)
    • 15. How to Use ChatGPT to Generate APA Style Tables.mp4 (28.4 MB)
    • 16. Using ChatGPT to generate APA style Write Up.en_US.srt (3.8 KB)
    • 16. Using ChatGPT to generate APA style Write Up.mp4 (17.6 MB)
    • 17. Using ChatGPT to create a List of Major Statistical Test with Formula.en_US.srt (5.8 KB)
    • 17. Using ChatGPT to create a List of Major Statistical Test with Formula.mp4 (21.9 MB)
    • 6. What is Prompt Engineering.en_US.srt (8.6 KB)
    • 6. What is Prompt Engineering.mp4 (23.4 MB)
    • 7. Ten Principles of Effective Prompt Engineering Part 1.en_US.srt (13.0 KB)
    • 7. Ten Principles of Effective Prompt Engineering Part 1.mp4 (88.8 MB)
    • 8. Understanding Temperature and Top-k Parameters.en_US.srt (3.6 KB)
    • 8. Understanding Temperature and Top-k Parameters.mp4 (13.6 MB)
    • 9. Understanding Pivoting.en_US.srt (6.8 KB)
    • 9. Understanding Pivoting.mp4 (51.5 MB)
    4 - Data Screening and Descriptive and Analysis in Chat GPT
    • 18. Data Screening Using ChatGPT.en_US.srt (1.4 KB)
    • 18. Data Screening Using ChatGPT.mp4 (2.1 MB)
    • 19. Missing Value Analysis Methods Naive vs Imputation Methods.en_US.srt (6.0 KB)
    • 19. Missing Value Analysis Methods Naive vs Imputation Methods.mp4 (37.0 MB)
    • 20. GPT19-Understanding-Listwise-vs.Pairwise-Deletion-Article.docx (16.1 KB)
    • 20. Understanding Listwise vs. Pairwise Deletion.en_US.srt (5.6 KB)
    • 20. Understanding Listwise vs. Pairwise Deletion.mp4 (10.2 MB)
    • 21. Missing Value Analysis Imputation Methods.en_US.srt (7.6 KB)
    • 21. Missing Value Analysis Imputation Methods.mp4 (44.0 MB)
    • 22. Missing Value Analysis Using ChatGPT Plus.en_US.srt (6.3 KB)
    • 22. Missing Value Analysis Using ChatGPT Plus.mp4 (48.1 MB)
    • 23. GPT22-Missing-Value-Analysis-Using-ChatGPT-ChatPrompts.docx (114.6 KB)
    • 23. GPT22-Survival-Heart-Stroke-DEL-missing.xlsx (11.6 KB)
    • 23. GPT22-Survival-Heart-Stroke-missing-1.xlsx (11.9 KB)
    • 23. GPT22-Survival-Heart-Stroke-missing-EM.xlsx (9.6 KB)
    • 23. GPT22-Survival-Heart-Stroke-missing-UPDATED.xlsx (6.3 KB)
    • 23. Missing Value Analysis Using ChatGPT.en_US.srt (13.3 KB)
    • 23. Missing Value Analysis Using ChatGPT.mp4 (121.4 MB)
    • 24. Understanding Skewness.en_US.srt (5.7 KB)
    • 24. Understanding Skewness.mp4 (37.9 MB)
    • 25. Calculating Skewness in ChatGPT Numerical and Visual Method.en_US.srt (7.0 KB)
    • 25. Calculating Skewness in ChatGPT Numerical and Visual Method.mp4 (44.1 MB)
    • 26. Calculating Pearson Bowley and Kelly's Coefficients of Skewness Using Chat GPT +.en_US.srt (8.5 KB)
    • 26. Calculating Pearson Bowley and Kelly's Coefficients of Skewness Using Chat GPT +.mp4 (28.4 MB)
    • 26. GPT25-26-Income-and-Grades-Data.xlsx (34.7 KB)
    • 26. GPT25-GPT25-Calculating-Pearson-Bowley-and-Kellys-Coefficients-of-Skewness-Using-ChatGPT-Plus-Prompt.docx (22.6 KB)
    • 27. Calculating Coefficients of Skewness in ChatGPT.en_US.srt (9.0 KB)
    • 27. Calculating Coefficients of Skewness in ChatGPT.mp4 (36.7 MB)
    • 27. GPT25-26-Income-and-Grades-Data.xlsx (34.7 KB)
    • 27. GPT26-Calculating-Coefficients-of-Skewness-in-ChatGPT-Prompts-and-Codes.docx (81.3 KB)
    • 28. Understanding Normality, Normal Distribution and Standard Normal Distribution.en_US.srt (9.5 KB)
    • 28. Understanding Normality, Normal Distribution and Standard Normal Distribution.mp4 (29.2 MB)
    • 29. Historical Origin of Normal Distribution Gauss vs Laplace's Contribution.en_US.srt (5.6 KB)
    • 29. Historical Origin of Normal Distribution Gauss vs Laplace's Contribution.mp4 (26.8 MB)
    • 30. Properties of Normal Distribution.en_US.srt (5.6 KB)
    • 30. Properties of Normal Distribution.mp4 (23.7 MB)
    • 31. Understanding Kolmogorov-Smirnov Test and Shapiro-Wilk Test.en_US.srt (2.2 KB)
    • 31. Understanding Kolmogorov-Smirnov Test and Shapiro-Wilk Test.mp4 (8.1 MB)
    • 32. GPT31-Normality-Analysis-Result-in-APA-format.docx (202.2 KB)
    • 32. GPT31-Perfomaity-Normality-Analysis-in-ChatGPT-Plus-and-Reporting-Result-in-APA-format-Prompt.pdf (451.1 KB)
    • 32. Perfomaity Normality Analysis in ChatGPT Plus and Reporting Result in APA format.en_US.srt (9.3 KB)
    • 32. Perfomaity Normality Analysis in ChatGPT Plus and Reporting Result in APA format.mp4 (50.3 MB)
    • 33. GPT32-Normality-Test-Using-ChatGPT-and-Jupyter-Lab-Jupyter-Lab-Codes.docx (189.9 KB)
    • 33. GPT32-Normality-Test-Using-ChatGPT-and-Jupyter-Lab-Prompt.pdf (97.6 KB)
    • 33. Normality Test Using ChatGPT and Jupyter Lab.en_US.srt (8.1 KB)
    • 33. Normality Test Using ChatGPT and Jupyter Lab.mp4 (39.2 MB)
    5 - Data Analysis Plan Using ChatGPT
    • 34. Introduction to Data Analysis Steps.en_US.srt (1.6 KB)
    • 34. Introduction to Data Analysis Steps.mp4 (2.6 MB)
    • 35. Role of Setting in Data Analysis Process.en_US.srt (7.8 KB)
    • 35. Role of Setting in Data Analysis Process.mp4 (12.4 MB)
    • 36. Steps Involved in Research Data Analysis from Raw.en_US.srt (16.6 KB)
    • 36. Steps Involved in Research Data Analysis from Raw.mp4 (43.8 MB)
    • 37. Understanding Differences Between Models vs. Theories.en_US.srt (9.5 KB)
    • 37. Understanding Differences Between Models vs. Theories.mp4 (59.1 MB)
    6 - Descriptive Statistics Using ChatGPT
    • 38. Descriptive Statistics Using ChatGPT.en_US.srt (1.6 KB)
    • 38. Descriptive Statistics Using ChatGPT.mp4 (3.3 MB)
    • 39. Understanding Descriptive Statistics.en_US.srt (5.1 KB)
    • 39. Understanding Descriptive Statistics.mp4 (22.6 MB)
    • 40. Types of Measures of Central Tendency.en_US.srt (1.7 KB)
    • 40. Types of Measures of Central Tendency.mp4 (8.9 MB)
    • 41. Understanding Arithmetic Mean.en_US.srt (4.7 KB)
    • 41. Understanding Arithmetic Mean.mp4 (8.7 MB)
    • 42. Calculation of Arithmetic Mean using ChatGPT Plus.en_US.srt (3.6 KB)
    • 42. Calculation of Arithmetic Mean using ChatGPT Plus.mp4 (26.7 MB)
    7 - Analysis of Group Differences Using ChatGPT
    • 43. Introduction to Analysis of Group Differences.en_US.srt (5.0 KB)
    • 43. Introduction to Analysis of Group Differences.mp4 (6.8 MB)
    • 44. Types of Group Difference tests.en_US.srt (11.4 KB)
    • 44. Types of Group Difference tests.mp4 (20.4 MB)
    • 45. Assumptions of Parametric Tests.en_US.srt (9.5 KB)
    • 45. Assumptions of Parametric Tests.mp4 (15.3 MB)
    • 46. Understanding Statistical Formula of t-test.en_US.srt (3.5 KB)
    • 46. Understanding Statistical Formula of t-test.mp4 (8.8 MB)
    • 47. Understanding Data and Formulating Hypothesis.en_US.srt (6.5 KB)
    • 47. Understanding Data and Formulating Hypothesis.mp4 (34.1 MB)
    • 48. Calculation of t-test in ChatGPT Plus.en_US.srt (12.6 KB)
    • 48. Calculation of t-test in ChatGPT Plus.mp4 (49.3 MB)
    • 48. GPT47-Calculation-of-t-test-in-GPT-Plus.docx (30.9 KB)
    • 49. Calculation of t-test using Chat GPT and Python.en_US.srt (6.5 KB)
    • 49. Calculation of t-test using Chat GPT and Python.mp4 (52.6 MB)
    • 49. GPT48-Calculation-of-t-test-Using-ChatGPT-and-Python.docx (27.5 KB)
    • 50. Paired Sample t-test Introduction and Formula.en_US.srt (3.2 KB)
    • 50. Paired Sample t-test Introduction and Formula.mp4 (30.4 MB)
    • 51. Understanding Data and Hypothesis Development for.en_US.srt (1.5 KB)
    • 51. Understanding Data and Hypothesis Development for.mp4 (5.6 MB)
    • 52. Paired Sample t-Test in GPT Plus.en_US.srt (6.3 KB)
    • 52. Paired Sample t-Test in GPT Plus.mp4 (18.6 MB)
    • 53. Paired Sample t-test using ChatGPT and Python.en_US.srt (6.6 KB)
    • 53. Paired Sample t-test using ChatGPT and Python.mp4 (56.1 MB)
    • 54. Introduction to One-Way Anova.en_US.srt (2.7 KB)
    • 54. Introduction to One-Way Anova.mp4 (16.1 MB)
    • 55. Theory and Calculation of One Way Anova.en_US.srt (13.0 KB)
    • 55. Theory and Calculation of One Way Anova.mp4 (106.3 MB)
    • 56. Understading Data and Developing Hypothesis.en_US.srt (1.7 KB)
    • 56. Understading Data and Developing Hypothesis.mp4 (9.7 MB)
    • 57. Conducting ANOVA Using ChatGPT Plus.en_US.srt (11.7 KB)
    • 57. Conducting ANOVA Using ChatGPT Plus.mp4 (39.2 MB)
    • 57. GPT56-Conducting-ANOVA-using-ChatGPT-Plus.docx (24.8 KB)
    • 58. Conducting ANOVA using ChatGPT and Python.en_US.srt (12.1 KB)
    • 58. Conducting ANOVA using ChatGPT and Python.mp4 (54.7 MB)
    • 58. GPT57-ANOVA-Codes-from-Jupyter-Lab.docx (16.8 KB)
    • 58. GPT57-ANOVA-Output-of-Chat-GPT.pdf (253.1 KB)
    8 - Correlational Analysis Using ChatGPT
    • 59. A Self-Introduction to Correlations.en_US.srt (6.2 KB)
    • 59. A Self-Introduction to Correlations.mp4 (15.8 MB)
    • 60. Calculation of Correlation Coefficient Using ChatGPT.en_US.srt (6.0 KB)
    • 60. Calculation of Correlation Coefficient Using ChatGPT.mp4 (27.5 MB)
    • 60. GPT59-ChatGPT-Plus-Output-of-Pearson-Product-Moment-Correlation.pdf (92.3 KB)
    • 61. Calculating Pearson Correlation using ChatGPT and P.en_US.srt (8.0 KB)
    • 61. Calculating Pearson Correlation using ChatGPT and P.mp4 (57.9 MB)
    • 61. GPT60-ChatGPT-3.5-Prompt-and-Output-for-Pearson-Correlation.pdf (127.0 KB)
    • 61. GPT60-Python-Code-for-calculating-Pearson-Correlation.docx (9.2 KB)
    9 - Regression Analysis Using ChatGPT
    • 62. Introduction of Regression Analysis Using ChatGPT.en_US.srt (8.5 KB)
    • 62. Introduction of Regression Analysis Using ChatGPT.mp4 (21.3 MB)
    • 63. Types of Regression Linear Multiple Logistic.en_US.srt (8.8 KB)
    • 63. Types of Regression Linear Multiple Logistic.mp4 (27.8 MB)
    • 64. Types of Regression Polynomial Ridge and Lasso Reg.en_US.srt (7.8 KB)
    • 64. Types of Regression Polynomial Ridge and Lasso Reg.mp4 (25.6 MB)
    • 65. Types of Regression Elastic Net Quantile and Poisson.en_US.srt (4.1 KB)
    • 65. Types of Regression Elastic Net Quantile and Poisson.mp4 (12.1 MB)
    • 66. Assumptions of Linear Regression.en_US.srt (13.9 KB)
    • 66. Assumptions of Linear Regression.mp4 (96.8 MB)
    • 67. Understanding Data and Formulating Hypothesis of Multiple Regression.en_US.srt (3.2 KB)
    • 67. Understanding Data and Formulating Hypothesis of Multiple Regression.mp4 (22.7 MB)
    • 68. GPT67-ChatGPT-Output.docx (59.4 KB)
    • 68. Regression Analysis Using ChatGPT Plus.en_US.srt (13.5 KB)
    • 68. Regression Analysis Using ChatGPT Plus.mp4 (49.9 MB)
    • 69. GPT68-Regression-Analysis-Using-GPT-3.5-Python-Codes.docx (30.9 KB)
    • 69. GPT68-Regression-Analysis-Using-GPT-3.5-and-Python.pdf (142.1 KB)
    • 69. Regression Analysis Using GPT 3.5 and Python.en_US.srt (12.9 KB)
    • 69. Regression Analysis Using GPT 3.5 and Python.mp4 (141.0 MB)
    • Bonus Resources.txt (0.1 KB)

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