WBF AcademyWBF Academy
AI 101
Beginner AI

AI 101

Build a solid foundation in Artificial Intelligence, from core concepts and machine learning to deep learning, NLP, and responsible AI practices.

5 modules 10 lessons 5 h 250 questions
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Course content

1 AI Fundamentals 2 lessons · 6 min
1 What is AI & Machine Learning? 2:33 6 Embeddings & Semantic Search 3:16
Practice · 0 of 50 questions Practice →
2 Machine Learning 2 lessons · 7 min
2 How Neural Networks Work 3:34 7 RAG — Retrieval-Augmented Generation 3:31
Practice · 0 of 50 questions Practice →
3 Deep Learning 2 lessons · 7 min
3 Large Language Models Explained 3:39 8 On-Device AI with CoreML 3:37
Practice · 0 of 50 questions Practice →
4 Natural Language Processing 2 lessons · 7 min
4 Prompt Engineering 101 3:19 9 Fine-Tuning vs Prompt Engineering 3:39
Practice · 0 of 50 questions Practice →
5 AI Ethics & Safety 2 lessons · 7 min
5 Using LLM APIs 3:27 10 Build Your First AI Feature 3:38
Practice · 0 of 50 questions Practice →

Tips

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Ethics Responsible AI Checklist Before Deploying a Model Don't ship until you've answered these questions Ethics Differential Privacy in 5 Minutes Add calibrated noise to protect individuals in your dataset Ethics AI Bias: Identifying and Mitigating It in Your Pipeline Fairness doesn't happen by accident NLP Hallucination in LLMs: What It Is and How to Reduce It When confident AI is confidently wrong