Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
What Does Effective Checkpointing Mean for Streaming Workloads?
ML Fundamentals ⚡ AI Lesson
What Does Effective Checkpointing Mean for Streaming Workloads?
MLOps.community Advanced 1y ago
Wells Fargo’s AI Just Handled 245M Interactions — No Humans Involved!
ML Fundamentals
Wells Fargo’s AI Just Handled 245M Interactions — No Humans Involved!
Analytics Vidhya Intermediate 1y ago
How to prepare for the future of development and AI
ML Fundamentals ⚡ AI Lesson
How to prepare for the future of development and AI
Underfitted Intermediate 1y ago
Computer Vision Roadmap | How to be a CV Engineer?
ML Fundamentals
Computer Vision Roadmap | How to be a CV Engineer?
Evren Ozkip Beginner 1y ago
We're All Finetuning Incorrectly // Tanmay Chopra // MLOps Podcast #304
ML Fundamentals
We're All Finetuning Incorrectly // Tanmay Chopra // MLOps Podcast #304
MLOps.community Advanced 1y ago
🤖 Masterclass on AI: Unlocking the Future of Artificial Intelligence! 🚀
ML Fundamentals
🤖 Masterclass on AI: Unlocking the Future of Artificial Intelligence! 🚀
Secondary Skills Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
Stanford Online Beginner 1y ago
How to fine-tune your models with just a few samples
ML Fundamentals
How to fine-tune your models with just a few samples
Underfitted Intermediate 1y ago
Reinforcement Learning with Neural Networks: Essential Concepts
ML Fundamentals ⚡ AI Lesson
Reinforcement Learning with Neural Networks: Essential Concepts
StatQuest (Josh Starmer) Beginner 1y ago
What is Loss Function. #ml #dl #ai #cs #computervision #maths #physics #study #meme #csmemes #meme
ML Fundamentals
What is Loss Function. #ml #dl #ai #cs #computervision #maths #physics #study #meme #csmemes #meme
Paper in a Pod Beginner 1y ago
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 44
ML Fundamentals
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 44
CloudxLab Official Beginner 1y ago
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 43
ML Fundamentals
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 43
CloudxLab Official Beginner 1y ago
How Rad AI uses Weights & Biases to revolutionize radiology
ML Fundamentals
How Rad AI uses Weights & Biases to revolutionize radiology
Weights & Biases Beginner 1y ago
How to learn Deep Learning 2025
ML Fundamentals ⚡ AI Lesson
How to learn Deep Learning 2025
Aladdin Persson Beginner 1y ago
Evolution of Neural Networks: Zero to Hero
ML Fundamentals ⚡ AI Lesson
Evolution of Neural Networks: Zero to Hero
CodeEmporium Beginner 1y ago
Building a Machine Learning Portfolio
ML Fundamentals ⚡ AI Lesson
Building a Machine Learning Portfolio
Aladdin Persson Beginner 1y ago
The Rise of Machine Learning Algorithms in Investment Decisions
ML Fundamentals
The Rise of Machine Learning Algorithms in Investment Decisions
NextGen Finance Beginner 1y ago
Can AI Help You Talk to Pets? 🐶🤖
ML Fundamentals
Can AI Help You Talk to Pets? 🐶🤖
GeeksforGeeks Beginner 1y ago
Data Meets Machine Learning - Marc Millstone
ML Fundamentals ⚡ AI Lesson
Data Meets Machine Learning - Marc Millstone
Outerbounds Beginner 1y ago
Don't Start Data Science Without Knowing This! 😨| Roadmap , Prerequisites & Salary
ML Fundamentals
Don't Start Data Science Without Knowing This! 😨| Roadmap , Prerequisites & Salary
AI Coach John (Tamil) Beginner 1y ago
Basics of Training an AI
ML Fundamentals ⚡ AI Lesson
Basics of Training an AI
Data Science Dojo Beginner 1y ago
Tutorial: AMT Coding Challenge (OUCC) Python Lesson. Same Close Diffrerent, Countdown.
ML Fundamentals
Tutorial: AMT Coding Challenge (OUCC) Python Lesson. Same Close Diffrerent, Countdown.
Creator Academy Australia Beginner 1y ago
Gradient Descent in 100 Seconds
ML Fundamentals
Gradient Descent in 100 Seconds
Infinite Codes Beginner 1y ago
TWed Talk: Thilanka Munasinghe (26 Mar 2025)
ML Fundamentals ⚡ AI Lesson
TWed Talk: Thilanka Munasinghe (26 Mar 2025)
Tetherless World Beginner 1y ago
End to End Gen AI Course | Session 16 | Build LLM Model | Calculate Training and Validation Loss
ML Fundamentals
End to End Gen AI Course | Session 16 | Build LLM Model | Calculate Training and Validation Loss
GEN AI hub Beginner 1y ago
Screen Walk with Ting-Chun Liu & Leon-Etienne Khür
ML Fundamentals
Screen Walk with Ting-Chun Liu & Leon-Etienne Khür
Screen Walks Beginner 1y ago
Machine Learning System Design | Performance and Capacity Considerations | Lesson 3
ML Fundamentals
Machine Learning System Design | Performance and Capacity Considerations | Lesson 3
Learning Loop Beginner 1y ago
How google translation works? #scienceandtechnology #aitranslator #techintamil
ML Fundamentals
How google translation works? #scienceandtechnology #aitranslator #techintamil
Arivi by HCL GUVI Beginner 1y ago
Quantum AI Revolution: Enhancing Machine Learning with Qubits | PwC | Edureka
ML Fundamentals
Quantum AI Revolution: Enhancing Machine Learning with Qubits | PwC | Edureka
edureka! Beginner 1y ago
🇮🇳 Elon Musk SUES India! FREE SPEECH vs. CENSORSHIP?! ft. Grok AI 🤯
ML Fundamentals
🇮🇳 Elon Musk SUES India! FREE SPEECH vs. CENSORSHIP?! ft. Grok AI 🤯
Analytics Vidhya Intermediate 1y ago
End to End Gen AI Course | Session 15 | Build LLM Model | GPT2 Model | LLM Loss Function
ML Fundamentals
End to End Gen AI Course | Session 15 | Build LLM Model | GPT2 Model | LLM Loss Function
GEN AI hub Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
Stanford Online Beginner 1y ago
Generative AI as it best with Python, OpenAI, and the Murf API (I stole this example)
ML Fundamentals
Generative AI as it best with Python, OpenAI, and the Murf API (I stole this example)
Underfitted Beginner 1y ago
How to make Pandas extremely fast without changing any code.
ML Fundamentals
How to make Pandas extremely fast without changing any code.
Underfitted Intermediate 1y ago
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 42
ML Fundamentals
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 42
CloudxLab Official Beginner 1y ago
This might be stupid, but I don't debug my code anymore
ML Fundamentals
This might be stupid, but I don't debug my code anymore
Underfitted Beginner 1y ago
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 41
ML Fundamentals
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 41
CloudxLab Official Beginner 1y ago
Creating an Inclusive AI Culture
ML Fundamentals ⚡ AI Lesson
Creating an Inclusive AI Culture
MLOps.community Intermediate 1y ago
The Future of AI: Progressing for Humanity's Benefit
ML Fundamentals ⚡ AI Lesson
The Future of AI: Progressing for Humanity's Benefit
MLOps.community Intermediate 1y ago
How to make your IDE 100x more powerful with the Zapier MCP server
ML Fundamentals
How to make your IDE 100x more powerful with the Zapier MCP server
Underfitted Intermediate 1y ago
Overfitting vs Underfitting
ML Fundamentals ⚡ AI Lesson
Overfitting vs Underfitting
Aladdin Persson Beginner 1y ago
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 40
ML Fundamentals
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 40
CloudxLab Official Beginner 1y ago
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 39
ML Fundamentals
Free Live Data Science, AI/ML(including Gen AI & LLMs) course - Session 39
CloudxLab Official Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Getting Started with Machine Learning at the Edge on Arm
📚 External: Coursera ↗
Self-paced
Getting Started with Machine Learning at the Edge on Arm
Opens on Coursera ↗
Compare Models with Experiments in Azure ML Studio
📚 External: Coursera ↗
Self-paced
Compare Models with Experiments in Azure ML Studio
Opens on Coursera ↗
Machine Translation
📚 External: Coursera ↗
Self-paced
Machine Translation
Opens on Coursera ↗
Introduction to Embedded Machine Learning
📚 External: Coursera ↗
Self-paced
Introduction to Embedded Machine Learning
Opens on Coursera ↗
NLP – Machine Learning Models in Python
📚 External: Coursera ↗
Self-paced
NLP – Machine Learning Models in Python
Opens on Coursera ↗
Introduction to Image Generation - Bahasa Indonesia
📚 External: Coursera ↗
Self-paced
Introduction to Image Generation - Bahasa Indonesia
Opens on Coursera ↗