Lecture 1: Introduction to ChatGPT and Large Language Models (LLMs)
Lecture 2: ChatGPT in Data Science and Machine Learning
Lecture 3: for Model Development and Experimentation
Lecture 4: Language Processing (NLP) in Data Science
Lecture 5: ChatGPT for Automation in Data Science Workflows
Lecture 6: Using ChatGPT for Business Intelligence (BI) and Reporting
Lecture 7: ChatGPT for Model Deployment and Monitoring
Lecture 8: Advanced Applications of ChatGPT in Data Science
Lecture 9: Ethical Considerations and Responsible AI in ChatGPT and Data Science
Lecture 10: Hands-on Projects and Case Studies Using ChatGPT in Data Science
This course explores the integration of ChatGPT and Large Language Models (LLMs) into the fields of data science and machine learning. Participants will learn how to leverage ChatGPT for model development, experimentation, and natural language processing (NLP) to enhance data-driven workflows. Key topics include using ChatGPT for automation, business intelligence (BI), reporting, and model deployment. The course also covers advanced applications, ethical considerations, and responsible AI practices. Through hands-on projects and case studies, participants will gain practical experience in utilizing ChatGPT to solve real-world challenges in data science and machine learning.