The Complete Data Analysis Course Using ChatGPT

سرفصل های دوره

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

1 - Introduction to Chat GPT

1 - What is ChatGPT and Why You Must Know About It

2 - Account Creation and Choosing Between Free and Paid Version of Chat GPT

3 - Downloading and Installing Anaconda and Running Jupyter Lab

2 - Working with Chat GPT and Jupyter Lab

4 - Learning to Import an Excel Data File in Jupyter Lab with ChatGPT Code

5 - Developing Familiarity with Jupyter Lab Note Book

3 - Prompt Engineering

6 - What is Prompt Engineering

7 - Ten Principles of Effective Prompt Engineering Part 1

8 - Understanding Temperature and Topk Parameters

9 - Understanding Pivoting

10 - Depth Safety and Evaluation Principles of Prompt Engineering

11 - Prompt Engineering Example Asking ChatGPT to Suggest Right Statistical Test

12 - Prompt Engineering Example Using ChatGPT to Find an Impactful Research Idea

13 - How to Use ChatGPT to Generate a Simulated Dataset for Factor Analsyis

14 - Using ChatGPT for Manual Calculation of Factor Loadings

15 - How to Use ChatGPT to Generate APA Style Tables

16 - Using ChatGPT to generate APA style Write Up

17 - Using ChatGPT to create a List of Major Statistical Test with Formula

4 - Data Screening and Descriptive and Analysis in Chat GPT

18 - Data Screening Using ChatGPT

19 - Missing Value Analysis Methods Naive vs Imputation Methods

20 - GPT19-Understanding-Listwise-vs.Pairwise-Deletion-Article.docx

20 - Understanding Listwise vs Pairwise Deletion

21 - Missing Value Analysis Imputation Methods

22 - Missing Value Analysis Using ChatGPT Plus

23 - GPT22-Missing-Value-Analysis-Using-ChatGPT-ChatPrompts.docx

23 - GPT22-Survival-Heart-Stroke-DEL-missing.xlsx

23 - GPT22-Survival-Heart-Stroke-missing-1.xlsx

23 - GPT22-Survival-Heart-Stroke-missing-EM.xlsx

23 - GPT22-Survival-Heart-Stroke-missing-UPDATED.xlsx

23 - Missing Value Analysis Using ChatGPT

24 - Understanding Skewness

25 - Calculating Skewness in ChatGPT Numerical and Visual Method

26 - Calculating Pearson Bowley and Kellys Coefficients of Skewness Using Chat GPT

26 - GPT25-26-Income-and-Grades-Data.xlsx

26 - GPT25-GPT25-Calculating-Pearson-Bowley-and-Kellys-Coefficients-of-Skewness-Using-ChatGPT-Plus-Prompt.docx

27 - Calculating Coefficients of Skewness in ChatGPT

27 - GPT25-26-Income-and-Grades-Data.xlsx

27 - GPT26-Calculating-Coefficients-of-Skewness-in-ChatGPT-Prompts-and-Codes.docx

28 - Understanding Normality Normal Distribution and Standard Normal Distribution

29 - Historical Origin of Normal Distribution Gauss vs Laplaces Contribution

30 - Properties of Normal Distribution

31 - Understanding KolmogorovSmirnov Test and ShapiroWilk Test

32 - GPT31-Normality-Analysis-Result-in-APA-format.docx

32 - GPT31-Perfomaity-Normality-Analysis-in-ChatGPT-Plus-and-Reporting-Result-in-APA-format-Prompt.pdf

32 - Perfomaity Normality Analysis in ChatGPT Plus and Reporting Result in APA format

33 - GPT32-Normality-Test-Using-ChatGPT-and-Jupyter-Lab-Jupyter-Lab-Codes.docx

33 - GPT32-Normality-Test-Using-ChatGPT-and-Jupyter-Lab-Prompt.pdf

33 - Normality Test Using ChatGPT and Jupyter Lab

5 - Data Analysis Plan Using ChatGPT

34 - Introduction to Data Analaysis Steps

35 - Role of Setting in Data Analysis Process

36 - Steps Involved in Research Data Analysis From Raw

37 - Understanding Differences Between Models vs Theories

6 - Descriptive Statistics Using ChatGPT

38 - Descriptive Statistics Using ChatGPT

39 - Understanidng Descriptive Statistics

40 - Types of Measures of Central Tendency

41 - Understanding Arithmetic Mean

42 - Calculation of Arithmetic Mean using ChatGPT Plus

7 - Analysis of Group Differences Using ChatGPT

43 - Introduction to Analysis of Group Differences

44 - Types of Group Difference tests

45 - Assumptions of Parametric Tests

46 - Understanding Statistical Formula of ttest

47 - Understanding Data and Formulating Hypothesis

48 - Calculation of ttest in ChatGPT Plus

48 - GPT47-Calculation-of-t-test-in-GPT-Plus.docx

49 - Calculation of ttest using Chat GPT and Python

49 - GPT48-Calculation-of-t-test-Using-ChatGPT-and-Python.docx

50 - Paired Sample ttest Introduction and Formula

51 - Understanding Data and Hypothesis Development for

52 - Paired Sample tTest in GPT Plus

53 - Paired Sample ttest using CHatGPT and Python

54 - Introduction to OneWay Anova

55 - Theory and Calculation of One Way Anova

56 - Understading Data and Developing Hypothesis

57 - Conducting ANOVA Using ChatGPT Plus

57 - GPT56-Conducting-ANOVA-using-ChatGPT-Plus.docx

58 - Conducting ANOVA using ChatGPT and Python

58 - GPT57-ANOVA-Codes-from-Jupyter-Lab.docx

58 - GPT57-ANOVA-Output-of-Chat-GPT.pdf

8 - Corrletaional Analysis Using ChatGPT

59 - A SelfIntroduction to Correlations

60 - Calculation of Correlation Coefficient Using ChatGPT

60 - GPT59-ChatGPT-Plus-Output-of-Pearson-Product-Moment-Correlation.pdf

61 - Calculating Pearson Correlation using ChatGPT and P

61 - GPT60-ChatGPT-3.5-Prompt-and-Output-for-Pearson-Correlation.pdf

61 - GPT60-Python-Code-for-calculating-Pearson-Correlation.docx

9 - Regression Analysis Using ChatGPT

62 - Introduction of Regression Analysis Using ChatGPT

63 - Types of Regression Linear Multiple Logistic

64 - Types of Regression Polynomial Ridge and Lasso Reg

65 - Types of Regression Elastic Net Quantile and Poisson

66 - Assumptions of Linear Regression

67 - Understanding Data and Formulating Hypothesis of Multiple Regression

68 - GPT67-ChatGPT-Output.docx

68 - Regression Analysis Using ChatGPT Plus

69 - GPT68-Regression-Analysis-Using-GPT-3.5-Python-Codes.docx

69 - GPT68-Regression-Analysis-Using-GPT-3.5-and-Python.pdf

69 - Regression Analysis Using GPT 35 and Python

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تولید کننده: Udemy