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
AI vs. Machine Learning vs. Deep Learning | What's the difference??
ML Fundamentals
AI vs. Machine Learning vs. Deep Learning | What's the difference??
Annie Sexton Beginner 10mo ago
Deploy Machine Learning Models with FastAPI & Docker | Full Tutorial
ML Fundamentals
Deploy Machine Learning Models with FastAPI & Docker | Full Tutorial
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DeepSpeed – Efficient Training Scalability for Deep Learning Models - Olatunji Ruwase, SnowFlake
ML Fundamentals
DeepSpeed – Efficient Training Scalability for Deep Learning Models - Olatunji Ruwase, SnowFlake
PyTorch Beginner 10mo ago
CPU Interrupts - Computerphile
ML Fundamentals ⚡ AI Lesson
CPU Interrupts - Computerphile
Computerphile Beginner 10mo ago
Packaging MLOps Tech Neatly for Engineers and Non-engineers // Jukka Remes // MLOps Podcast #322
ML Fundamentals ⚡ AI Lesson
Packaging MLOps Tech Neatly for Engineers and Non-engineers // Jukka Remes // MLOps Podcast #322
MLOps.community Beginner 10mo ago
Top AI Certifications to Boost Your Career in 2025!
ML Fundamentals
Top AI Certifications to Boost Your Career in 2025!
edureka! Beginner 10mo ago
Why This AI Job Will Be In Huge Demand
ML Fundamentals
Why This AI Job Will Be In Huge Demand
Jean Lee Beginner 10mo ago
#17 Understanding Tuples in Python | Data Science for Beginners in Tamil
ML Fundamentals
#17 Understanding Tuples in Python | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 10mo ago
Part 3 | Hands-On End-to-End ML Model Deployment on Kubernetes | Build Machine Learning Model & API
ML Fundamentals
Part 3 | Hands-On End-to-End ML Model Deployment on Kubernetes | Build Machine Learning Model & API
Abonia Sojasingarayar Beginner 10mo ago
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ML Fundamentals
What is Machine Learning? Explained in 60 Seconds 🤖
AI Simplified Beginner 10mo ago
I became AI Product Owner with 9 years of Non-IT Work Exp 🔥 | Podcast with AI Coach John - Tamil
ML Fundamentals
I became AI Product Owner with 9 years of Non-IT Work Exp 🔥 | Podcast with AI Coach John - Tamil
AI Coach John (Tamil) Beginner 10mo ago
🔥ML Career Tip – How to Start Learning Machine Learning in 60 Seconds! #shorts#simplilearn
ML Fundamentals
🔥ML Career Tip – How to Start Learning Machine Learning in 60 Seconds! #shorts#simplilearn
Simplilearn Beginner 10mo ago
Monte Carlo Tree Search - Computerphile
ML Fundamentals ⚡ AI Lesson
Monte Carlo Tree Search - Computerphile
Computerphile Beginner 10mo ago
Ai Machine Learning Deep Learning And Generative Ai Explained #shorts #ml #ai #deeplearning
ML Fundamentals
Ai Machine Learning Deep Learning And Generative Ai Explained #shorts #ml #ai #deeplearning
WebKnower Beginner 10mo ago
EMBA Inspires - our annual alumni lifelong learning event
ML Fundamentals
EMBA Inspires - our annual alumni lifelong learning event
Saïd Business School, University of Oxford Beginner 10mo ago
Deep Learning Vs Machine Learning #shorts #ai #ml #machinelearning #deeplearning #computerscience
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ML Fundamentals ⚡ AI Lesson
Deep Learning Vs Machine Learning #shorts #ai #ml #machinelearning #deeplearning #computerscience
WebKnower Beginner 10mo ago
PyTorch Docathon 2025 Kickoff
ML Fundamentals
PyTorch Docathon 2025 Kickoff
PyTorch Beginner 10mo ago
Our first GEN AI Resume Project Challenge is now LIVE 🔥
ML Fundamentals ⚡ AI Lesson
Our first GEN AI Resume Project Challenge is now LIVE 🔥
codebasics Beginner 10mo ago
#304 Accelerating Data Science | Nick Becker & Dan Hannah | NVIDIA & SES AI
ML Fundamentals ⚡ AI Lesson
#304 Accelerating Data Science | Nick Becker & Dan Hannah | NVIDIA & SES AI
DataCamp Beginner 10mo ago
Transition From Data Analyst to Gen AI Engineer-Debdoot Successful Transition @sunnysavita10
ML Fundamentals
Transition From Data Analyst to Gen AI Engineer-Debdoot Successful Transition @sunnysavita10
Krish Naik Beginner 10mo ago
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ML Fundamentals
Netflix Algorithm Secrets Revealed | Data Science in Tamil
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AI Learns to Play Soccer (and breaks physics)
ML Fundamentals ⚡ AI Lesson
AI Learns to Play Soccer (and breaks physics)
AI Warehouse Beginner 10mo ago
🔥Cracked 3 Job Offers with One AIML Course! | 20–30% Salary Hike #shorts #simplilearn
ML Fundamentals
🔥Cracked 3 Job Offers with One AIML Course! | 20–30% Salary Hike #shorts #simplilearn
Simplilearn Beginner 10mo ago
Building AI Speeders with Machine Learning in Star Wars Outlaws | AI and Games #80
ML Fundamentals
Building AI Speeders with Machine Learning in Star Wars Outlaws | AI and Games #80
AI and Games Beginner 10mo ago
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ML Fundamentals
Which Door Would You Choose? | Monty Hall Problem Explained!
AI For Beginners Beginner 10mo ago
The Future of Work Might Not Include You
ML Fundamentals
The Future of Work Might Not Include You
Jean Lee Beginner 10mo ago
Understanding AI, ML, and generative AI
ML Fundamentals
Understanding AI, ML, and generative AI
Google Cloud Beginner 10mo ago
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ML Fundamentals ⚡ AI Lesson
The history of AI that no one ever told you
Matt Wolfe Beginner 10mo ago
Machine learning for beginners 101
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ML Fundamentals ⚡ AI Lesson
Machine learning for beginners 101
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CNNs 'Valid' vs 'Same' Padding 📚 - Zero Padding Terminology 💬 - Topic 280 #ai #ml
ML Fundamentals ⚡ AI Lesson
CNNs 'Valid' vs 'Same' Padding 📚 - Zero Padding Terminology 💬 - Topic 280 #ai #ml
deeplizard Beginner 11mo ago
Part 2 | Hands-On End-to-End ML Model Deployment on Kubernetes | Setup Podman and install Kind
ML Fundamentals
Part 2 | Hands-On End-to-End ML Model Deployment on Kubernetes | Setup Podman and install Kind
Abonia Sojasingarayar Beginner 11mo ago
Building a Real-world ML Project: Predictive Modeling, Evaluation, and Deployment
ML Fundamentals
Building a Real-world ML Project: Predictive Modeling, Evaluation, and Deployment
GeeksforGeeks Beginner 11mo ago
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ML Fundamentals
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
Google for Developers Beginner 11mo ago
Best Degrees for Data Scientists (2025)
ML Fundamentals ⚡ AI Lesson
Best Degrees for Data Scientists (2025)
365 Data Science Beginner 11mo ago
CS50's Fundamentals of AI - Lecture 3 - Sensing (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 3 - Sensing (live, unedited)
CS50 Beginner 11mo ago
Behind the lens: AI, creativity, and the future of filmmaking tools
ML Fundamentals
Behind the lens: AI, creativity, and the future of filmmaking tools
Google for Developers Beginner 11mo ago
Automate your work and integrate with Google Workspace
ML Fundamentals
Automate your work and integrate with Google Workspace
Google Cloud Tech Beginner 11mo ago
Auto Zero Padding in Neural Networks 💻 - CNNs and API Convenience 🛠️ - Topic 279 #ai #ml
ML Fundamentals ⚡ AI Lesson
Auto Zero Padding in Neural Networks 💻 - CNNs and API Convenience 🛠️ - Topic 279 #ai #ml
deeplizard Beginner 11mo ago
Can quantum computers break the speed of information?
ML Fundamentals
Can quantum computers break the speed of information?
Serrano.Academy Beginner 11mo ago
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
CS50 Beginner 11mo ago
#16 Python Data Structures Made Easy | Data Science for Beginners in Tamil
ML Fundamentals
#16 Python Data Structures Made Easy | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 10mo ago
Machine Learning For Everybody #shorts #machinelearning #course #ai #ytshorts #programming
ML Fundamentals
Machine Learning For Everybody #shorts #machinelearning #course #ai #ytshorts #programming
WebKnower Beginner 10mo ago
#11 Python Input Validation & Error Handling Made Easy | Data Science for Beginners in Tamil
ML Fundamentals
#11 Python Input Validation & Error Handling Made Easy | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 10mo ago
The Secret To Promotion No One Tells You About
ML Fundamentals
The Secret To Promotion No One Tells You About
Jean Lee Beginner 10mo ago
#09 Level 4: Python Programming Concepts Explained | Data Science for Beginners Tamil
ML Fundamentals
#09 Level 4: Python Programming Concepts Explained | Data Science for Beginners Tamil
AI Coach John (Tamil) Beginner 10mo ago
#06 Data Types, Functions & Type Casting | Data Science for Beginners in Tamil
ML Fundamentals
#06 Data Types, Functions & Type Casting | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 11mo ago
Demis Hassabis on the frontiers of AI
ML Fundamentals
Demis Hassabis on the frontiers of AI
Google for Developers Beginner 11mo ago
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
ML Fundamentals
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
WebKnower Beginner 11mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Mathematical Biostatistics Boot Camp 1
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