What You Need to Know Before
You Start
Starts 7 June 2025 02:50
Ends 7 June 2025
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hours
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1 hour 59 minutes
Optional upgrade avallable
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Paid Course
Optional upgrade avallable
Overview
Welcome to the ultimate ChatGPT and Python Data Science course—your golden ticket to mastering the art of data science intertwined with the latest AI technology from OpenAI.
Syllabus
- Introduction to ChatGPT and Data Science
- Python Fundamentals for Data Science
- Exploring ChatGPT Capabilities
- Data Collection and Preparation
- Machine Learning Basics
- Leveraging ChatGPT for Data Analysis
- Advanced Machine Learning with ChatGPT
- Practical Applications and Case Studies
- Ethics and Best Practices
- Final Project
- Future Trends and Developments
Overview of ChatGPT
Importance of data science in AI
Python programming basics
Data manipulation with Pandas
Data visualization with Matplotlib and Seaborn
Understanding transformer architecture
NLP tasks with ChatGPT
ChatGPT API integration
Data sourcing techniques
Data cleaning methods
Feature engineering
Supervised vs. unsupervised learning
Key algorithms (e.g., regression, classification, clustering)
Creating custom data analysis scripts
Automating exploratory data analysis with ChatGPT
Enhancing data insights using AI prompts
Integrating ChatGPT in ML model development
ChatGPT for hyperparameter tuning
Sentiment analysis and text classification
Recommendation systems
Time series forecasting
Ethical considerations in AI data usage
Ensuring data privacy and security
Designing and implementing a data science project using ChatGPT
Presenting findings and solutions
Emerging technologies in AI
The evolving landscape of data science with AI tools
Taught by
365 Careers
Subjects
Data Science