Learn artificial intelligence and machine learning through visual blocks. Master AI concepts, create intelligent applications, and explore the world o...
Lessons
23
Activities
23
Projects
4
Duration
24 sessions • 6 months
Learn artificial intelligence and machine learning through visual blocks. Master AI concepts, create intelligent applications, and explore the world of machine learning without complex code.
This course consists of 24 structured sessions over 6 months. Each session includes lessons, activities, projects, and assessments to ensure comprehensive learning.
AI fundamentals, first classifier
ML training process, supervised learning
Data collection, quality, preparation
Image recognition, computer vision
Build Personal Object Classifier
Error handling, hallucination, model improvement
Fairness, ethical considerations
Review Lessons 1-7, prepare for assessment
Speech recognition, audio processing
Build Voice Assistant Game foundation
Sentiment analysis, NLP basics
Recommendation systems, collaborative filtering
Complete Voice Assistant Game
Creative AI, generative models, Mad-Libs
AI conversation, temperature settings, creativity control
PIM framework, effective prompts
System prompts, CoT reasoning, multi-technique prompts
Knowledge cutoffs, RAG systems, grounding AI
Metrics, Model Cards, mid-course assessment
Transition planning, Python/Jupyter introduction
Track selection, proposal, development, documentation
Ethical AI development, responsible innovation
Project showcase, course completion
Celebrate achievements, download certificates
AI
Master AI through practical application
Practical Skills
Build real-world applications and projects
Problem Solving
Develop computational thinking and problem-solving abilities
Join this course and start your learning journey today.
