Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

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Skills in this topic
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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
3 Must-Know Data Science Interview Questions (Explained Fast!)
ML Fundamentals โšก AI Lesson
3 Must-Know Data Science Interview Questions (Explained Fast!)
Analytics Vidhya Beginner 10mo ago
Fueling innovation at scale: Inside Pinterest's machine learning platform
ML Fundamentals
Fueling innovation at scale: Inside Pinterest's machine learning platform
Weights & Biases Beginner 10mo ago
Back propagation by hand | the math you should know
ML Fundamentals โšก AI Lesson
Back propagation by hand | the math you should know
CodeEmporium Advanced 10mo ago
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ML Fundamentals
๐Ÿ”ฅPython vs R #shorts #simplilearn
Simplilearn Intermediate 10mo ago
CNN Explained in Tamil | Weight Sharing, Layers & Training Explained | Deep learning in Tamil
ML Fundamentals
CNN Explained in Tamil | Weight Sharing, Layers & Training Explained | Deep learning in Tamil
Adi Explains Beginner 10mo ago
Don't miss this Masterclass, If you are 22 to 35 years of age ๐Ÿ”ฅ| Podcast with AI Coach John in Tamil
ML Fundamentals
Don't miss this Masterclass, If you are 22 to 35 years of age ๐Ÿ”ฅ| Podcast with AI Coach John in Tamil
AI Coach John (Tamil) Beginner 10mo ago
๐Ÿ”ฅGenerative AI Roadmap for 2026 #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅGenerative AI Roadmap for 2026 #shorts #simplilearn
Simplilearn Beginner 10mo ago
#spark  is over engineering it
ML Fundamentals
#spark is over engineering it
MLOps.community Intermediate 10mo ago
unreliable #spark
ML Fundamentals
unreliable #spark
MLOps.community Intermediate 10mo ago
Breaking the Stigma: How to Talk About Mental Health in the Workplace
ML Fundamentals
Breaking the Stigma: How to Talk About Mental Health in the Workplace
Coursera Beginner 10mo ago
Data is Your Differentiator: Building Secure and Tailored AI Systems โ€” Mani Khanuja, AWS
ML Fundamentals
Data is Your Differentiator: Building Secure and Tailored AI Systems โ€” Mani Khanuja, AWS
AI Engineer Intermediate 10mo ago
The State of AI Powered Search and Retrieval โ€” Frank Liu, MongoDB (prev Voyage AI)
ML Fundamentals
The State of AI Powered Search and Retrieval โ€” Frank Liu, MongoDB (prev Voyage AI)
AI Engineer Advanced 10mo ago
How To Learn Ai And Get Rich In The Ai Revolution #shorts #study #programming #ai #ml #coding
ML Fundamentals
How To Learn Ai And Get Rich In The Ai Revolution #shorts #study #programming #ai #ml #coding
WebKnower Beginner 10mo ago
Reinforcement Learning - Computerphile
ML Fundamentals โšก AI Lesson
Reinforcement Learning - Computerphile
Computerphile Beginner 10mo ago
Top 7 Data Science Interview Questions (Behavioral & Tech)
ML Fundamentals
Top 7 Data Science Interview Questions (Behavioral & Tech)
Analytics Vidhya Beginner 10mo ago
Oxford EMBA Inspires - our annual lifelong learning event for alumni and students
ML Fundamentals โšก AI Lesson
Oxford EMBA Inspires - our annual lifelong learning event for alumni and students
Saรฏd Business School, University of Oxford Beginner 10mo ago
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ML Fundamentals
Machine learning for kids
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ML Fundamentals
TESOL Certificate = Travel Freedom
Coursera Beginner 10mo ago
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ML Fundamentals
Webinar: Oxford MBA Fundamentals
Saรฏd Business School, University of Oxford Beginner 10mo ago
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ML Fundamentals โšก AI Lesson
Pacers Sports and Entertainment and Databricks | Data + AI Summit
Databricks Intermediate 10mo ago
Part 4 | Hands-On End-to-End ML Model Deployment on Kubernetes | Containerize with Docker/Podman
ML Fundamentals
Part 4 | Hands-On End-to-End ML Model Deployment on Kubernetes | Containerize with Docker/Podman
Abonia Sojasingarayar Beginner 10mo ago
Get Started in Time Series Forecasting in Python | Full Course
ML Fundamentals โšก AI Lesson
Get Started in Time Series Forecasting in Python | Full Course
Data Science With Marco Beginner 11mo ago
The 9-sided Enneahedron - Numberphile
ML Fundamentals
The 9-sided Enneahedron - Numberphile
Numberphile Beginner 11mo ago
CNN Explained in Tamil | Learn Convolution, Filters, Stride & Padding | Deep Learning | Adi Explains
ML Fundamentals
CNN Explained in Tamil | Learn Convolution, Filters, Stride & Padding | Deep Learning | Adi Explains
Adi Explains Beginner 11mo ago
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ML Fundamentals
Andrej Jovanovic -Communication efficient training for foundation models through federated learning
Cohere Advanced 11mo ago
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ML Fundamentals โšก AI Lesson
What Are Algorithms?
365 Data Science Beginner 11mo ago
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ML Fundamentals
How AWS machine learning supports Scuderia Ferrari HP pit stops | Amazon Web Services
Amazon Web Services Advanced 11mo ago
Training models with only 4 bits | Fully-Quantized Training
ML Fundamentals
Training models with only 4 bits | Fully-Quantized Training
Julia Turc Advanced 11mo ago
Deep learning for DFT
ML Fundamentals
Deep learning for DFT
Microsoft Research Advanced 11mo ago
A simple equation that behaves weirdly - Numberphile
ML Fundamentals
A simple equation that behaves weirdly - Numberphile
Numberphile Beginner 11mo ago
What the Heck Is Machine Learning?
ML Fundamentals
What the Heck Is Machine Learning?
Jean Lee Beginner 11mo ago
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ML Fundamentals โšก AI Lesson
Machine Learning Deep Learning And Artificial Intelligence Tutorials For Beginners #shorts #ai #ml
WebKnower Beginner 11mo ago
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ML Fundamentals
LiveRamp & BigQuery: Democratizing Access to Data, Insights, and AI
Google Cloud Beginner 11mo ago
What is Deep Learning?
ML Fundamentals โšก AI Lesson
What is Deep Learning?
AI Simplified Beginner 11mo ago
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ML Fundamentals โšก AI Lesson
What is Deep Learning? Explained Simply ๐Ÿง 
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Stanford CS25: V5 I Multimodal World Models for Drug Discovery,  Eshed Margalit of Noetik.ai
ML Fundamentals
Stanford CS25: V5 I Multimodal World Models for Drug Discovery, Eshed Margalit of Noetik.ai
Stanford Online Beginner 11mo ago
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ML Fundamentals โšก AI Lesson
What is Fully Automated MLOps?
365 Data Science Beginner 11mo ago
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ML Fundamentals โšก AI Lesson
CI in the Era of AI: From Unit Tests to Stochastic Evals โ€” Nathan Sobo, Zed
AI Engineer Intermediate 10mo ago
Tools Shouldn't Feel Like a Puzzle
ML Fundamentals
Tools Shouldn't Feel Like a Puzzle
MLOps.community Intermediate 10mo ago
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ML Fundamentals โšก AI Lesson
Easy For Humans but Hard for AI
MLOps.community Beginner 10mo ago
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ML Fundamentals
A social impact story | Official Trailer | Impact Investing
Saรฏd Business School, University of Oxford Intermediate 10mo ago
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ML Fundamentals
Webinar | The meritocracy fallacy - Why investing in women and their art matters
Saรฏd Business School, University of Oxford Intermediate 11mo ago
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ML Fundamentals
Whatโ€™s โ€œRandomโ€ in Random Forest? Explained in Simple Terms! ๐ŸŒณ๐Ÿค–
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The Geopolitics of AI Infrastructure - Dylan Patel, SemiAnalysis
ML Fundamentals
The Geopolitics of AI Infrastructure - Dylan Patel, SemiAnalysis
AI Engineer Beginner 11mo ago
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ML Fundamentals
๐Ÿ”ฅGoogle AI Certification vs. Microsoft AI Certification โ€“ Which Oneโ€™s Better? #shorts #simplilearn
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ML Fundamentals
Accuracy and the Right Amount of Fraud
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ML Fundamentals
Resume Writing 101: Essential Tips You Must Know
Coursera Beginner 11mo ago
AI Will Change Your To-Do List Forever (Pro #productivityhacks )
ML Fundamentals
AI Will Change Your To-Do List Forever (Pro #productivityhacks )
Coursera Beginner 11mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning: Concepts and Applications
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Traverse Trees for ML with DFS & BFS
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Data Visualization and Modeling in Python
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Fundamental Linear Algebra Concepts with Python
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Calculus through Data & Modelling: Vector Calculus
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Foundations of Data Science and Machine Learning with Python
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