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Data Science | The Power of ChatGPT in Python & Data Science
Installations
Installing Anaconda Distribution for MacOs (6:17)
Installing Anaconda Distribution for Windows (10:35)
Installing Anaconda Distribution for Linux (14:43)
Reviewing The Jupyter Notebook (12:54)
Reviewing The Jupyter Lab (11:37)
Linear Regression Algorithm with ChatGPT
Getting to know the dataset using ChatGPT (18:58)
Getting started with Exploratory Data Analysis(EDA) using ChatGPT (9:01)
Perform Univariate Analysis using ChatGPT: Lesson 1 (11:11)
Perform Univariate Analysis using ChatGPT: Lesson 2 (9:13)
Perform Bivariate Analysis using ChatGPT (8:06)
Perform Multivariate Analysis using ChatGPT (10:27)
Perform Correlation Analysis using ChatGPT (9:00)
Prepare data for machine learning model using ChatGPT: Lesson 1 (3:52)
Prepare data for machine learning model using ChatGPT: Lesson 2 (4:43)
Create a machine learning model using the Linear Regression algorithm with ChatG (19:51)
Develop machine learning model using ChatGPT (7:14)
Perform Feature Engineering using ChatGPT (3:06)
Performing Hyperparameter Optimization using ChatGPT (14:41)
Logistic Regression Algorithm with ChatGPT
Perform initial analysis on Dataset using ChatGPT (9:59)
Loading Dataset using ChatGPT (6:54)
Performing the first operation on the Dataset using ChatGPT (6:37)
Tackling Missing values using ChatGPT: Lesson 1 (5:57)
Tackling Missing values using ChatGPT: Lesson 2 (12:07)
Tackling Missing values using ChatGPT: Lesson 3 (12:24)
Tackling Missing values using ChatGPT: Lesson 4 (2:59)
Performing Bivariate analysis with CatPLot using ChatGPT (13:41)
Performing Bivariate analysis with KdePLot using ChatGPT (9:36)
Examining the correlation of variables using ChatGPT: Lesson 1 (8:49)
Examining the correlation of variables using ChatGPT: Lesson 2 (5:33)
Perform a get_dummies operation using ChatGPT (4:03)
Prepare for Logistic Regression modeling using ChatGPT (7:45)
Create a Logistic Regression model using ChatGPT (5:07)
Examining evaluation metrics on the Logistic Regression model using ChatGPT - 1 (14:30)
Examining evaluation metrics on the Logistic Regression model using ChatGPT - 2 (5:11)
Perform a GridSearchCV operation using ChatGPT (10:53)
Model reconstruction with best parameters using ChatGPT (12:55)
Examining the correlation of variables using ChatGPT: Lesson 1
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