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

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

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Udemy - ChatGPT For Data Analysis - Data Science Using Python and AI
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1 - Introduction to Chat GPT
1. What is ChatGPT and Why You Must Know About It.en_US.srt
SRT
7.6 KB
1. What is ChatGPT and Why You Must Know About It.mp4
MP4
35.8 MB
2 - Working with Chat GPT and Jupyter Lab
3 - Prompt Engineering
10. Depth Safety and Evaluation Principles of Prompt Engineering.en_US.srt
SRT
8 KB
10. Depth Safety and Evaluation Principles of Prompt Engineering.mp4
MP4
24.1 MB
11. Prompt Engineering Example Asking ChatGPT to Suggest Right Statistical Test.en_US.srt
SRT
9.4 KB
11. Prompt Engineering Example Asking ChatGPT to Suggest Right Statistical Test.mp4
MP4
29.3 MB
12. Prompt Engineering Example Using ChatGPT to Find an Impactful Research Idea.en_US.srt
SRT
17.8 KB
12. Prompt Engineering Example Using ChatGPT to Find an Impactful Research Idea.mp4
MP4
95.3 MB
13. How to Use ChatGPT to Generate a Simulated Dataset for Factor Analsyis.en_US.srt
SRT
17.7 KB
13. How to Use ChatGPT to Generate a Simulated Dataset for Factor Analsyis.mp4
MP4
129.2 MB
14. Using ChatGPT for Manual Calculation of Factor Loadings.en_US.srt
SRT
10 KB
14. Using ChatGPT for Manual Calculation of Factor Loadings.mp4
MP4
43.1 MB
15. How to Use ChatGPT to Generate APA Style Tables.en_US.srt
SRT
5 KB
15. How to Use ChatGPT to Generate APA Style Tables.mp4
MP4
28.4 MB
16. Using ChatGPT to generate APA style Write Up.en_US.srt
SRT
3.8 KB
16. Using ChatGPT to generate APA style Write Up.mp4
MP4
17.6 MB
17. Using ChatGPT to create a List of Major Statistical Test with Formula.en_US.srt
SRT
5.8 KB
17. Using ChatGPT to create a List of Major Statistical Test with Formula.mp4
MP4
21.9 MB
4 - Data Screening and Descriptive and Analysis in Chat GPT
18. Data Screening Using ChatGPT.en_US.srt
SRT
1.4 KB
18. Data Screening Using ChatGPT.mp4
MP4
2.1 MB
19. Missing Value Analysis Methods Naive vs Imputation Methods.en_US.srt
SRT
6 KB
19. Missing Value Analysis Methods Naive vs Imputation Methods.mp4
MP4
37 MB
20. GPT19-Understanding-Listwise-vs.Pairwise-Deletion-Article.docx
DOCX
16.1 KB
20. Understanding Listwise vs. Pairwise Deletion.en_US.srt
SRT
5.6 KB
20. Understanding Listwise vs. Pairwise Deletion.mp4
MP4
10.2 MB
21. Missing Value Analysis Imputation Methods.en_US.srt
SRT
7.6 KB
21. Missing Value Analysis Imputation Methods.mp4
MP4
44 MB
22. Missing Value Analysis Using ChatGPT Plus.en_US.srt
SRT
6.3 KB
22. Missing Value Analysis Using ChatGPT Plus.mp4
MP4
48.1 MB
23. GPT22-Missing-Value-Analysis-Using-ChatGPT-ChatPrompts.docx
DOCX
114.6 KB
23. GPT22-Survival-Heart-Stroke-DEL-missing.xlsx
XLSX
11.6 KB
23. GPT22-Survival-Heart-Stroke-missing-1.xlsx
XLSX
11.9 KB
23. GPT22-Survival-Heart-Stroke-missing-EM.xlsx
XLSX
9.6 KB
23. GPT22-Survival-Heart-Stroke-missing-UPDATED.xlsx
XLSX
6.3 KB
23. Missing Value Analysis Using ChatGPT.en_US.srt
SRT
13.3 KB
23. Missing Value Analysis Using ChatGPT.mp4
MP4
121.4 MB
24. Understanding Skewness.en_US.srt
SRT
5.7 KB
24. Understanding Skewness.mp4
MP4
37.9 MB
25. Calculating Skewness in ChatGPT Numerical and Visual Method.en_US.srt
SRT
7 KB
25. Calculating Skewness in ChatGPT Numerical and Visual Method.mp4
MP4
44.1 MB
26. Calculating Pearson Bowley and Kelly's Coefficients of Skewness Using Chat GPT +.en_US.srt
SRT
8.5 KB
26. Calculating Pearson Bowley and Kelly's Coefficients of Skewness Using Chat GPT +.mp4
MP4
28.4 MB
26. GPT25-26-Income-and-Grades-Data.xlsx
XLSX
34.7 KB
26. GPT25-GPT25-Calculating-Pearson-Bowley-and-Kellys-Coefficients-of-Skewness-Using-ChatGPT-Plus-Prompt.docx
DOCX
22.6 KB
27. Calculating Coefficients of Skewness in ChatGPT.en_US.srt
SRT
9 KB
27. Calculating Coefficients of Skewness in ChatGPT.mp4
MP4
36.7 MB
27. GPT25-26-Income-and-Grades-Data.xlsx
XLSX
34.7 KB
27. GPT26-Calculating-Coefficients-of-Skewness-in-ChatGPT-Prompts-and-Codes.docx
DOCX
81.3 KB
28. Understanding Normality, Normal Distribution and Standard Normal Distribution.en_US.srt
SRT
9.5 KB
28. Understanding Normality, Normal Distribution and Standard Normal Distribution.mp4
MP4
29.2 MB
29. Historical Origin of Normal Distribution Gauss vs Laplace's Contribution.en_US.srt
SRT
5.6 KB
29. Historical Origin of Normal Distribution Gauss vs Laplace's Contribution.mp4
MP4
26.8 MB
30. Properties of Normal Distribution.en_US.srt
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5.6 KB
30. Properties of Normal Distribution.mp4
MP4
23.7 MB
31. Understanding Kolmogorov-Smirnov Test and Shapiro-Wilk Test.en_US.srt
SRT
2.2 KB
31. Understanding Kolmogorov-Smirnov Test and Shapiro-Wilk Test.mp4
MP4
8.1 MB
32. GPT31-Normality-Analysis-Result-in-APA-format.docx
DOCX
202.2 KB
32. GPT31-Perfomaity-Normality-Analysis-in-ChatGPT-Plus-and-Reporting-Result-in-APA-format-Prompt.pdf
PDF
451.1 KB
32. Perfomaity Normality Analysis in ChatGPT Plus and Reporting Result in APA format.en_US.srt
SRT
9.3 KB
32. Perfomaity Normality Analysis in ChatGPT Plus and Reporting Result in APA format.mp4
MP4
50.3 MB
33. GPT32-Normality-Test-Using-ChatGPT-and-Jupyter-Lab-Jupyter-Lab-Codes.docx
DOCX
189.9 KB
33. GPT32-Normality-Test-Using-ChatGPT-and-Jupyter-Lab-Prompt.pdf
PDF
97.6 KB
33. Normality Test Using ChatGPT and Jupyter Lab.en_US.srt
SRT
8.1 KB
33. Normality Test Using ChatGPT and Jupyter Lab.mp4
MP4
39.2 MB
5 - Data Analysis Plan Using ChatGPT
34. Introduction to Data Analysis Steps.en_US.srt
SRT
1.6 KB
34. Introduction to Data Analysis Steps.mp4
MP4
2.6 MB
35. Role of Setting in Data Analysis Process.en_US.srt
SRT
7.8 KB
35. Role of Setting in Data Analysis Process.mp4
MP4
12.4 MB
36. Steps Involved in Research Data Analysis from Raw.en_US.srt
SRT
16.6 KB
36. Steps Involved in Research Data Analysis from Raw.mp4
MP4
43.8 MB
37. Understanding Differences Between Models vs. Theories.en_US.srt
SRT
9.5 KB
37. Understanding Differences Between Models vs. Theories.mp4
MP4
59.1 MB
6 - Descriptive Statistics Using ChatGPT
38. Descriptive Statistics Using ChatGPT.en_US.srt
SRT
1.6 KB
38. Descriptive Statistics Using ChatGPT.mp4
MP4
3.3 MB
39. Understanding Descriptive Statistics.en_US.srt
SRT
5.1 KB
39. Understanding Descriptive Statistics.mp4
MP4
22.6 MB
40. Types of Measures of Central Tendency.en_US.srt
SRT
1.7 KB
40. Types of Measures of Central Tendency.mp4
MP4
8.9 MB
41. Understanding Arithmetic Mean.en_US.srt
SRT
4.7 KB
41. Understanding Arithmetic Mean.mp4
MP4
8.7 MB
42. Calculation of Arithmetic Mean using ChatGPT Plus.en_US.srt
SRT
3.6 KB
42. Calculation of Arithmetic Mean using ChatGPT Plus.mp4
MP4
26.7 MB
7 - Analysis of Group Differences Using ChatGPT
43. Introduction to Analysis of Group Differences.en_US.srt
SRT
5 KB
43. Introduction to Analysis of Group Differences.mp4
MP4
6.8 MB
44. Types of Group Difference tests.en_US.srt
SRT
11.4 KB
44. Types of Group Difference tests.mp4
MP4
20.4 MB
45. Assumptions of Parametric Tests.en_US.srt
SRT
9.5 KB
45. Assumptions of Parametric Tests.mp4
MP4
15.3 MB
46. Understanding Statistical Formula of t-test.en_US.srt
SRT
3.5 KB
46. Understanding Statistical Formula of t-test.mp4
MP4
8.8 MB
47. Understanding Data and Formulating Hypothesis.en_US.srt
SRT
6.5 KB
47. Understanding Data and Formulating Hypothesis.mp4
MP4
34.1 MB
48. Calculation of t-test in ChatGPT Plus.en_US.srt
SRT
12.6 KB
48. Calculation of t-test in ChatGPT Plus.mp4
MP4
49.3 MB
48. GPT47-Calculation-of-t-test-in-GPT-Plus.docx
DOCX
30.9 KB
49. Calculation of t-test using Chat GPT and Python.en_US.srt
SRT
6.5 KB
49. Calculation of t-test using Chat GPT and Python.mp4
MP4
52.6 MB
49. GPT48-Calculation-of-t-test-Using-ChatGPT-and-Python.docx
DOCX
27.5 KB
50. Paired Sample t-test Introduction and Formula.en_US.srt
SRT
3.2 KB
50. Paired Sample t-test Introduction and Formula.mp4
MP4
30.4 MB
51. Understanding Data and Hypothesis Development for.en_US.srt
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1.5 KB
51. Understanding Data and Hypothesis Development for.mp4
MP4
5.6 MB
52. Paired Sample t-Test in GPT Plus.en_US.srt
SRT
6.3 KB
52. Paired Sample t-Test in GPT Plus.mp4
MP4
18.6 MB
53. Paired Sample t-test using ChatGPT and Python.en_US.srt
SRT
6.6 KB
53. Paired Sample t-test using ChatGPT and Python.mp4
MP4
56.1 MB
54. Introduction to One-Way Anova.en_US.srt
SRT
2.7 KB
54. Introduction to One-Way Anova.mp4
MP4
16.1 MB
55. Theory and Calculation of One Way Anova.en_US.srt
SRT
13 KB
55. Theory and Calculation of One Way Anova.mp4
MP4
106.3 MB
56. Understading Data and Developing Hypothesis.en_US.srt
SRT
1.7 KB
56. Understading Data and Developing Hypothesis.mp4
MP4
9.7 MB
57. Conducting ANOVA Using ChatGPT Plus.en_US.srt
SRT
11.7 KB
57. Conducting ANOVA Using ChatGPT Plus.mp4
MP4
39.2 MB
57. GPT56-Conducting-ANOVA-using-ChatGPT-Plus.docx
DOCX
24.8 KB
58. Conducting ANOVA using ChatGPT and Python.en_US.srt
SRT
12.1 KB
58. Conducting ANOVA using ChatGPT and Python.mp4
MP4
54.7 MB
58. GPT57-ANOVA-Codes-from-Jupyter-Lab.docx
DOCX
16.8 KB
58. GPT57-ANOVA-Output-of-Chat-GPT.pdf
PDF
253.1 KB
8 - Correlational Analysis Using ChatGPT
59. A Self-Introduction to Correlations.en_US.srt
SRT
6.2 KB
59. A Self-Introduction to Correlations.mp4
MP4
15.8 MB
60. Calculation of Correlation Coefficient Using ChatGPT.en_US.srt
SRT
6 KB
60. Calculation of Correlation Coefficient Using ChatGPT.mp4
MP4
27.5 MB
60. GPT59-ChatGPT-Plus-Output-of-Pearson-Product-Moment-Correlation.pdf
PDF
92.3 KB
61. Calculating Pearson Correlation using ChatGPT and P.en_US.srt
SRT
8 KB
61. Calculating Pearson Correlation using ChatGPT and P.mp4
MP4
57.9 MB
61. GPT60-ChatGPT-3.5-Prompt-and-Output-for-Pearson-Correlation.pdf
PDF
127 KB
61. GPT60-Python-Code-for-calculating-Pearson-Correlation.docx
DOCX
9.2 KB
9 - Regression Analysis Using ChatGPT
62. Introduction of Regression Analysis Using ChatGPT.en_US.srt
SRT
8.5 KB
62. Introduction of Regression Analysis Using ChatGPT.mp4
MP4
21.3 MB
63. Types of Regression Linear Multiple Logistic.en_US.srt
SRT
8.8 KB
63. Types of Regression Linear Multiple Logistic.mp4
MP4
27.8 MB
64. Types of Regression Polynomial Ridge and Lasso Reg.en_US.srt
SRT
7.8 KB
64. Types of Regression Polynomial Ridge and Lasso Reg.mp4
MP4
25.6 MB
65. Types of Regression Elastic Net Quantile and Poisson.en_US.srt
SRT
4.1 KB
65. Types of Regression Elastic Net Quantile and Poisson.mp4
MP4
12.1 MB
66. Assumptions of Linear Regression.en_US.srt
SRT
13.9 KB
66. Assumptions of Linear Regression.mp4
MP4
96.8 MB
67. Understanding Data and Formulating Hypothesis of Multiple Regression.en_US.srt
SRT
3.2 KB
67. Understanding Data and Formulating Hypothesis of Multiple Regression.mp4
MP4
22.7 MB
68. GPT67-ChatGPT-Output.docx
DOCX
59.4 KB
68. Regression Analysis Using ChatGPT Plus.en_US.srt
SRT
13.5 KB
68. Regression Analysis Using ChatGPT Plus.mp4
MP4
49.9 MB
69. GPT68-Regression-Analysis-Using-GPT-3.5-Python-Codes.docx
DOCX
30.9 KB
69. GPT68-Regression-Analysis-Using-GPT-3.5-and-Python.pdf
PDF
142.1 KB
69. Regression Analysis Using GPT 3.5 and Python.en_US.srt
SRT
12.9 KB
69. Regression Analysis Using GPT 3.5 and Python.mp4
MP4
141 MB
6. What is Prompt Engineering.en_US.srt
SRT
8.6 KB
6. What is Prompt Engineering.mp4
MP4
23.4 MB
7. Ten Principles of Effective Prompt Engineering Part 1.en_US.srt
SRT
13 KB
7. Ten Principles of Effective Prompt Engineering Part 1.mp4
MP4
88.8 MB
8. Understanding Temperature and Top-k Parameters.en_US.srt
SRT
3.6 KB
8. Understanding Temperature and Top-k Parameters.mp4
MP4
13.6 MB
9. Understanding Pivoting.en_US.srt
SRT
6.8 KB
9. Understanding Pivoting.mp4
MP4
51.5 MB
4. Learning to Import an Excel Data File in Jupyter Lab with ChatGPT Code.en_US.srt
SRT
10.4 KB
4. Learning to Import an Excel Data File in Jupyter Lab with ChatGPT Code.mp4
MP4
31.3 MB
5. Developing Familiarity with Jupyter Lab Note Book.en_US.srt
SRT
6.2 KB
5. Developing Familiarity with Jupyter Lab Note Book.mp4
MP4
16.8 MB
2. Account Creation and Choosing Between Free and Paid Version of Chat GPT.en_US.srt
SRT
8 KB
2. Account Creation and Choosing Between Free and Paid Version of Chat GPT.mp4
MP4
19.3 MB
3. Downloading and Installing Anaconda and Running Jupyter Lab.en_US.srt
SRT
3.9 KB
3. Downloading and Installing Anaconda and Running Jupyter Lab.mp4
MP4
18.5 MB

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