Udemy – 2025 – Understand ,Test ,Fine-tune AI Model with HuggingFace 2025-1

Apr 18, 2025 - 19:11

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The 2025 course – Understand Test Fine-tune AI Model with HuggingFace is a comprehensive course that takes you from the fundamentals of machine learning to advanced techniques for building large language models (LLMs). Suitable for both beginners and experienced engineers, this course ensures that you gain practical expertise at every stage of the machine learning pipeline, from the basics to advanced model testing, fine-tuning, and deployment. In this course, you will learn how to work with the HuggingFace library and Transformer models, and learn how to test, evaluate, and fine-tune AI models. This course will help you gain the knowledge and practical experience you need to develop, test, and optimize your Transformer-based models and LLMs, and thrive in the fast-paced world of AI.

What you will learn:

Familiarity with basic machine learning concepts and key terminology
How to work with natural language processing (NLP) libraries and extract insights from textual data
Deep understanding of the HuggingFace Transformers library, the gold standard for building advanced NLP and LLM solutions
Different ways of working with large language models (LLMs) for diverse real-world applications
Functional testing of artificial intelligence models using systematic testing strategies
Bias and fairness testing to identify and reduce unwanted bias and promote ethical and fair AI practices
Evaluate the performance of AI models using robust metrics and improve models for optimal results.
How to build, configure, and integrate AI Agents into workflows
Fine-tuning and training AI models, customizing pre-trained models, or building custom models from scratch

This course is suitable for people who:

Data scientists
Anyone who wants to learn artificial intelligence and improve their skills.
People who want to work with Transformer models like GPT, BERT, DistilBERT, GPT2, GPT4.
People who are interested in working with AI Agents.