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The Practical 101 of AI & Machine Learning
Bootcamp Onboarding
Welcome to the "The Practical 101 of AI & Machine Learning" Bootcamp!
How to access the study materials? (1:54)
Dive into AI & Machine Learning
The Coursebook - The essential Theory
The Workbook - What is AI, ML and DL?
Computer Vision
The Coursebook - What are the use cases in Computer Vision?
The Workbook - Build your own Image Classifier.
Extra Session - How does the AI model "see" images?
Tabular Data
The Coursebook - Explore the power of AI for your product, customer, sales data!
The Workbook - Make predictions on your own data.
Extra Session - Classification vs Regression: How can I apply it for my use case?
Recommender Systems
The Coursebook - Understand the powerful Recommender System from TikTok & YouTube and you can use them for you.
The Workbook - Build your own Recommender System.
Extra Session - How to evaluate the "accuracy" of my Recommender System model?
Natural Language Processing (NLP)
The Coursebook - Discover the power of NLP to generate, summarise or analyse text.
The Workbook - Build your own application to generate language.
Extra Session - What are Transformers and how do they work?
Practical AI for You & Graduation
Schedule your own personal 1:1 to discuss how you can apply AI in your company.
Receive your certificate and graduate with your classmates.
The Coursebook - What are the use cases in Computer Vision?
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