Start your journey into fine-tuning with foundational concepts and hands-on exercises designed for newcomers.
Basic linear algebra (vectors, matrices)
Python fundamentals; comfort with data structures
Google’s AI Course for Beginners (in 10 minutes)!
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BeginnerOpenCV Python Tutorial #1 - Introduction & Images
BeginnerOpenCV Python Tutorial For Beginners 24 - Motion Detection and Tracking Using Opencv Contours
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BeginnerGenerative AI: Prompt Engineering Basics
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BeginnerLLM Fine-Tuning and Customization Training
AdvancedHarnessing LLMs: Strategy, Fine-Tuning & Evaluation Specialization
IntermediateFine-tuning and Reinforcement Learning for LLMs: Intro to Post-Training
IntermediateGoogle’s AI Course for Beginners (in 10 minutes)!
BeginnerHow I'd learn ML in 2025 (if I could start over)
BeginnerNatural Language Processing In 10 Minutes | NLP Tutorial For Beginners | NLP Training | Simplilearn
BeginnerOpenCV Python Tutorial #1 - Introduction & Images
BeginnerOpenCV Python Tutorial For Beginners 24 - Motion Detection and Tracking Using Opencv Contours
BeginnerWhat is OpenCV? - Python Beginners Tutorial #1
BeginnerGenerative AI: Prompt Engineering Basics
BeginnerGenerative AI Roadmap For Absolute Beginners 🔥
Beginner99% Of People STILL Don't Know The Basics Of Prompting (ChatGPT, Gemini, Claude)
BeginnerLLM Fine-Tuning and Customization Training
AdvancedHarnessing LLMs: Strategy, Fine-Tuning & Evaluation Specialization
IntermediateFine-tuning and Reinforcement Learning for LLMs: Intro to Post-Training
IntermediateFollow these courses in order to complete the learning path. Click on any course to enroll.
Google’s AI Course for Beginners (in 10 minutes)!
Learn How I'd learn ML in 2025 (if I could start over)
Natural Language Processing In 10 Minutes | NLP Tutorial For Beginners | NLP Training | Simplilearn
OpenCV Python Tutorial 1 - Introduction & Images
OpenCV Python Tutorial For Beginners 24 - Motion Detection and Tracking Using OpenCV Contours
What is OpenCV? - Python Beginners Tutorial 1
Generative AI: Prompt Engineering Basics
Generative AI Roadmap For Absolute Beginners 🔥
Learn 99% Of People STILL Don't Know The Basics Of Prompting (ChatGPT, Gemini, Claude)
This course on Coursera provides skills to optimize and deploy domain-specific large language models for advanced Generative AI applications. It covers supervised fine-tuning, parameter-efficient methods (PEFT), and reinforcement learning with human feedback (RLHF).
A comprehensive 7-course series that takes you from LLM business strategy to production deployment. You will learn to evaluate LLM opportunities, fine-tune models, and build production-ready applications using tools like Hugging Face and Python.
In partnership with AMD, this course teaches how to apply fine-tuning and reinforcement learning to improve LLM behavior, reasoning, and safety. You will learn about the post-training lifecycle, core techniques like RLHF and LoRA, and how to design evaluations to detect issues like reward hacking and diagnose failures.
Explore related content to expand your skills beyond this learning path.
Enroll in this path to track your progress and stay motivated.