beginnerFree
AI for Beginners
by Dmitry Soshnikov & Team · Microsoft
4.5(1,800 reviews)
80K+ enrolled12 weeksUpdated 2024-10
What You'll Learn
Understand the fundamentals and key concepts of AI fundamentals
Apply AI fundamentals techniques to solve real-world problems
Understand the fundamentals and key concepts of neural networks
Apply neural networks techniques to solve real-world problems
Understand the fundamentals and key concepts of NLP
Apply NLP techniques to solve real-world problems
About This Course
12-week GitHub curriculum from Microsoft covering AI fundamentals, neural networks, NLP, computer vision, and generative AI.
Curriculum
Module 1: AI fundamentals & Neural networks6 lessons
- Introduction to AI fundamentals
- AI fundamentals in Practice
- Hands-on Exercise: AI fundamentals
- Introduction to neural networks
- Neural networks in Practice
- Hands-on Exercise: Neural networks
Module 2: NLP & Computer vision6 lessons
- Introduction to NLP
- NLP in Practice
- Hands-on Exercise: NLP
- Introduction to computer vision
- Computer vision in Practice
- Hands-on Exercise: Computer vision
Module 3: Generative AI3 lessons
- Introduction to generative AI
- Generative AI in Practice
- Hands-on Exercise: Generative AI
Instructor
Dmitry Soshnikov & Team
Instructor at Microsoft
Pros & Cons
Pros
- Completely free to access
- Taught by Dmitry Soshnikov & Team
- Well-structured curriculum
Cons
- No certificate provided
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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