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Starts 7 June 2025 02:50

Ends 7 June 2025

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ChatGPT for Data Science and Machine Learning

Beginner and advanced chatGPT use cases - hypothesis testing, supervised learning, Naive Bayes, ethics in AI
via Udemy

4052 Courses


1 hour 59 minutes

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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
  • Overview of ChatGPT
    Importance of data science in AI
  • Python Fundamentals for Data Science
  • Python programming basics
    Data manipulation with Pandas
    Data visualization with Matplotlib and Seaborn
  • Exploring ChatGPT Capabilities
  • Understanding transformer architecture
    NLP tasks with ChatGPT
    ChatGPT API integration
  • Data Collection and Preparation
  • Data sourcing techniques
    Data cleaning methods
    Feature engineering
  • Machine Learning Basics
  • Supervised vs. unsupervised learning
    Key algorithms (e.g., regression, classification, clustering)
  • Leveraging ChatGPT for Data Analysis
  • Creating custom data analysis scripts
    Automating exploratory data analysis with ChatGPT
    Enhancing data insights using AI prompts
  • Advanced Machine Learning with ChatGPT
  • Integrating ChatGPT in ML model development
    ChatGPT for hyperparameter tuning
  • Practical Applications and Case Studies
  • Sentiment analysis and text classification
    Recommendation systems
    Time series forecasting
  • Ethics and Best Practices
  • Ethical considerations in AI data usage
    Ensuring data privacy and security
  • Final Project
  • Designing and implementing a data science project using ChatGPT
    Presenting findings and solutions
  • Future Trends and Developments
  • Emerging technologies in AI
    The evolving landscape of data science with AI tools

Taught by

365 Careers


Subjects

Data Science