Data Science | The Power of ChatGPT in Python & Data Science

سرفصل های دوره

Data Science & ChatGPT | Complete Hands-on Python Training using Chat GPT with Data Science, AI and Machine Learning

1. Installations

1. Installing Anaconda Distribution for Windows

2. Installing Anaconda Distribution for MacOs

3. Installing Anaconda Distribution for Linux

4. Reviewing The Jupyter Notebook

5. Reviewing The Jupyter Lab

2. Linear Regression Algorithm with ChatGPT

1. Getting to know the dataset using ChatGPT

2. Project Files.html

3. Getting started with Exploratory Data Analysis(EDA) using ChatGPT

4. Perform Univariate Analysis using ChatGPT Lesson 1

5. Perform Univariate Analysis using ChatGPT Lesson 2

6. Perform Bivariate Analysis using ChatGPT

7. Perform Multivariate Analysis using ChatGPT

8. Perform Correlation Analysis using ChatGPT

9. Prepare data for machine learning model using ChatGPT Lesson 1

10. Prepare data for machine learning model using ChatGPT Lesson 2

11. Create a machine learning model using the Linear Regression algorithm with ChatG

12. Develop machine learning model using ChatGPT

13. Perform Feature Engineering using ChatGPT

14. Performing Hyperparameter Optimization using ChatGPT

3. Logistic Regression Algorithm with ChatGPT

1. Loading Dataset using ChatGPT

2. Perform initial analysis on Dataset using ChatGPT

3. Performing the first operation on the Dataset using ChatGPT

4. Tackling Missing values using ChatGPT Lesson 1

5. Tackling Missing values using ChatGPT Lesson 2

6. Tackling Missing values using ChatGPT Lesson 3

7. Tackling Missing values using ChatGPT Lesson 4

8. Performing Bivariate analysis with CatPLot using ChatGPT

9. Performing Bivariate analysis with KdePLot using ChatGPT

10. Examining the correlation of variables using ChatGPT Lesson 1

11. Examining the correlation of variables using ChatGPT Lesson 2

12. Perform a get dummies operation using ChatGPT

13. Prepare for Logistic Regression modeling using ChatGPT

14. Create a Logistic Regression model using ChatGPT

15. Examining evaluation metrics on the Logistic Regression model using ChatGPT - 1

16. Examining evaluation metrics on the Logistic Regression model using ChatGPT -2

17. Perform a GridSearchCV operation using ChatGPT

18. Model reconstruction with best parameters using ChatGPT

4. Extra

1. Data Science The Power of ChatGPT in Python & Data Science.html

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تولید کننده: Udemy