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Ai Cheat sheets from MIT & Stanford to boost your AI, ML, or Deep Learning journey
- Authors
- Name
- AbnAsia.org
- @steven_n_t
Whether you're a student, a pro, or just super curious, these cheat sheets put all the essentials in one spot.
Think of it as your quick-start guide (or refresher) for the toughest concepts.
Topics that will save you hours of digging:
Probability & Statistics – the backbone of most models
Key ML Algorithms – from linear and logistic regression to advanced tree-based methods
Neural Networks – CNNs, RNNs, and more
Dimensionality Reduction – PCA and other must-know techniques
Reinforcement Learning – the basics of reward-based learning
Evaluation Metrics – picking the right model with confidence
ML Tips & Tricks – hacks for better, faster results
This resource is packed with practical notes and guides to get you up to speed (or refresh what you already know) in minutes
Author
AiUTOMATING PEOPLE, ABN ASIA was founded by people with deep roots in academia, with work experience in the US, Holland, Hungary, Japan, South Korea, Singapore, and Vietnam. ABN Asia is where academia and technology meet opportunity. With our cutting-edge solutions and competent software development services, we're helping businesses level up and take on the global scene. Our commitment: Faster. Better. More reliable. In most cases: Cheaper as well.
Feel free to reach out to us whenever you require IT services, digital consulting, off-the-shelf software solutions, or if you'd like to send us requests for proposals (RFPs). You can contact us at contact@abnasia.org. We're ready to assist you with all your technology needs.
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