Python & ChatGPT for A-Z Data Science and Machine Learning
Leverage ChatGPT 3.5 for Easiest and Fastest Python Programming for A-Z Data Science and Machine Learning Workflow.
4.78 (39 reviews)
3,315
students
10 hours
content
Aug 2024
last update
$54.99
regular price
What you will learn
Leverage ChatGPT for generating exact python code required for each tasks of data analysis and data science workflow and even for machine learning.
Acquire the skills to clean raw data effectively, covering techniques for handling missing values, addressing different data types, and managing outliers etc.
Master data manipulation by learning essential techniques such as sorting, filtering, merging, concatenating, and others using Python's pandas library.
Learn exploratory data analysis techniques include frequencies, percentages, group-by operations, pivot tables, crosstabulation, and variable relationships.
Dive into the world of data preprocessing with hands-on experience in feature engineering, selection, and scaling to prepare datasets for ML models.
Apply your knowledge through a series of practical projects, reinforcing your understanding of each step in the data science workflow.
Develop expertise in building and evaluating supervised regression models, including linear regression, random forest, decision tree, xgboost, and more.
Gain practical skills in deploying supervised classification models, covering algorithms such as logistic regression, random forest, KNN, and lightgbm.
Explore unsupervised learning by understanding and implementing clustering models like KMeans for uncovering hidden patterns in data.
Learn Python's syntax, data types, variables, and operators to construct simple programs and execute basic functions.
Become proficient in using essential Python libraries for data science, including pandas, numpy, seaborn, matplotlib, scikit-learn, and scipy.
Test your knowledge and reinforce your learning through a series of seven-layered quizzes that cover various aspects of the data science workflow.
Learn to regulate program flow, use loops and conditional statements like if, elif, and else.
Experience the integration of ChatGPT to rise your understanding of data science applications through interactive conversations and real-world problem-solving.
Acquire skills to use Python lists, dictionaries, tuples, and sets.
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5624750
udemy ID
10/24/2023
course created date
10/24/2023
course indexed date
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