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
Course content
1 AI Fundamentals 2 lessons · 1 practice 0 of 3
Lesson 1 · 2:33What is AI & Machine Learning?
Lesson 2 · 3:16Embeddings & Semantic Search
Practice · 0 of 25 questionsModule practice
Module practice
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Answer 25 questions
This module has 50 questions; 25 count toward the certificate.
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2 Machine Learning 2 lessons · 1 practice 0 of 3
Lesson 1 · 3:34How Neural Networks Work
Lesson 2 · 3:31RAG — Retrieval-Augmented Generation
Practice · 0 of 25 questionsModule practice
Module practice
0 of 25 for the certificate
Answer 25 questions
This module has 50 questions; 25 count toward the certificate.
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3 Deep Learning 2 lessons · 1 practice 0 of 3
Lesson 1 · 3:39Large Language Models Explained
Lesson 2 · 3:37On-Device AI with CoreML
Practice · 0 of 25 questionsModule practice
Module practice
0 of 25 for the certificate
Answer 25 questions
This module has 50 questions; 25 count toward the certificate.
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4 Natural Language Processing 2 lessons · 1 practice 0 of 3
Lesson 1 · 3:19Prompt Engineering 101
Lesson 2 · 3:39Fine-Tuning vs Prompt Engineering
Practice · 0 of 25 questionsModule practice
Module practice
0 of 25 for the certificate
Answer 25 questions
This module has 50 questions; 25 count toward the certificate.
Practice →
5 AI Ethics & Safety 2 lessons · 1 practice 0 of 3
Lesson 1 · 3:27Using LLM APIs
Lesson 2 · 3:38Build Your First AI Feature
Practice · 0 of 25 questionsModule practice
Module practice
0 of 25 for the certificate
Answer 25 questions
This module has 50 questions; 25 count toward the certificate.
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