AI For Beginners | Explore the world of AI with 12-week, 24-lesson curriculum
AI for Beginners
Introduction
AI for Beginners is a comprehensive 12-week, 24-lesson curriculum provided by Microsoft. It is designed to introduce learners to the fundamental concepts of Artificial Intelligence, covering Symbolic AI, Neural Networks, Computer Vision, Natural Language Processing, and more through a structured, project-based approach.
Use Cases
Structured Academic Study
Ideal for students who want a logically sequenced path to learn AI from scratch over a 12-week period.
Self-Paced Career Development
Perfect for software developers looking to transition into AI and machine learning roles.
Classroom Teaching Resource
Educators can utilize the curriculum and assets to teach AI courses at high schools or universities.
Hands-on Lab Practice
Enables learners to experiment with real code using provided Jupyter Notebooks and frameworks like PyTorch and TensorFlow.
Corporate Training
Organizations can adopt the open-source material for internal upskilling workshops to familiarize staff with AI concepts.
Features & Benefits
24 Detailed Lessons
A wide-ranging curriculum covering everything from the history of AI to modern Generative AI models.
Dual Framework Support
Provides code implementations in both PyTorch and TensorFlow, allowing users to choose their preferred ecosystem.
Interactive Jupyter Notebooks
Contains hands-on coding exercises that run directly in the browser or locally for practical learning.
Visual Sketchnotes
Utilizes unique visual summaries and diagrams to help simplify complex theoretical concepts for better retention.
Quizzes and Assessments
Includes pre-lecture and post-lecture quizzes to help learners validate their knowledge at every stage.
