Learning Paths for Technical Professionals

GenAI Skills for Data Science

This learning path shows how Data Scientists can use ChatGPT to derive data insights faster; provides a foundational understanding of Generative AI; and teaches how to build LLM-powered applications, fine-tune models, and using Hugging Face.

Skills:

ChatGPT for Python Data Science and Machine Learning

Deep learning and neural networks

GenAI foundations

Building LLM-powered applications

LLM fine-tuning


Languages:

Chinese

English

French

German

Japanese

Korean

Portuguese

Spanish


Duration:

~28 hours

Learning objectives:

  1. Expedite data preparation, exploratory data analysis, and data science project execution  for insights faster.
  2. Expedite data visualization and reporting to speed up data-driven decision making.
  3. Securely use ChatGPT through learning confidentiality, privacy, and data protection practices for GenAI users.
  4. Explore generative architectures and learn to fine-tune models to create new customer value.
  5. Gain an understanding of how to build LLM-powered applications to deliver innovative solutions.

Target audience: 

The target learners for leveraging GenAI for data analysis include data analysts and data scientists.

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