Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Optimizing Supply Chains with GNN
ML Fundamentals
Optimizing Supply Chains with GNN
Data Skeptic Beginner 1y ago
Can I restart my career as a Data Analyst after a break? #shorts #data #dataanalyst #datascientist
ML Fundamentals
Can I restart my career as a Data Analyst after a break? #shorts #data #dataanalyst #datascientist
codebasics Beginner 1y ago
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ML Fundamentals
Verana Health Data Curation and Innovation with Databricks and AWS
Databricks Beginner 1y ago
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ML Fundamentals
Linking artifact to W&B registry using org-level service accounts
Weights & Biases Beginner 1y ago
How To Learn Machine Learning: AI Powered Study Plan
ML Fundamentals
How To Learn Machine Learning: AI Powered Study Plan
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ML Fundamentals
Finally: Grokking Solved - It's Not What You Think
Discover AI Beginner 1y ago
Perceptron - Explained!
ML Fundamentals
Perceptron - Explained!
CodeEmporium Beginner 1y ago
These Four Calculus Rules are Actually All the Same.
ML Fundamentals
These Four Calculus Rules are Actually All the Same.
ritvikmath Beginner 1y ago
Sophisticated Pattern Recognition in CNNs ๐Ÿง - Beyond Simple Edges ๐Ÿ”ฎ - Topic 242 #ai #ml
ML Fundamentals
Sophisticated Pattern Recognition in CNNs ๐Ÿง - Beyond Simple Edges ๐Ÿ”ฎ - Topic 242 #ai #ml
deeplizard Beginner 1y ago
Neural Networks in 100 seconds
ML Fundamentals
Neural Networks in 100 seconds
Infinite Codes Beginner 1y ago
The Frobenius Problem (and numerical semigroups) - Numberphile
ML Fundamentals
The Frobenius Problem (and numerical semigroups) - Numberphile
Numberphile Beginner 1y ago
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ML Fundamentals
Do you need coding to become a Data Analyst? #shorts #codebasics #data #datanalyst
codebasics Beginner 1y ago
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ML Fundamentals
7 Reasons NOT to Become a Machine Learning Engineer
Jean Lee Beginner 1y ago
Edge Detection in CNNs - Visualizing Filter Impact on Images ๐Ÿ”Ž - Topic 241 #ai #ml
ML Fundamentals
Edge Detection in CNNs - Visualizing Filter Impact on Images ๐Ÿ”Ž - Topic 241 #ai #ml
deeplizard Beginner 1y ago
Feature Encoding 101: Prepare Data For Machine Learning
ML Fundamentals
Feature Encoding 101: Prepare Data For Machine Learning
NeuralNine Beginner 1y ago
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ML Fundamentals
Computer Timescales Mapped onto Human Timescales - Computerphile
Computerphile Beginner 1y ago
Dartmouth Master of Engineering in Computer Engineering Course Overview V2
ML Fundamentals
Dartmouth Master of Engineering in Computer Engineering Course Overview V2
Coursera Beginner 1y ago
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ML Fundamentals
The first artificial neuron - Explained!
CodeEmporium Beginner 1y ago
But Why Does L'Hopital's Rule Work?
ML Fundamentals
But Why Does L'Hopital's Rule Work?
ritvikmath Beginner 1y ago
FREE Programming courses (Python, C, SQL and more)
ML Fundamentals
FREE Programming courses (Python, C, SQL and more)
David Bombal Beginner 1y ago
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ML Fundamentals
Heart Disease Detection in Python - Machine Learning Project
NeuralNine Beginner 1y ago
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ML Fundamentals
How is Artificial Intelligence different from Traditional Programming?
AI For Beginners Beginner 1y ago
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ML Fundamentals
Generative AI Roadmap 2025 | Roadmap to Become a Generative AI Expert for Beginners
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Machine Learning Roadmap in 50 Seconds
ML Fundamentals
Machine Learning Roadmap in 50 Seconds
GeeksforGeeks Beginner 1y ago
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ML Fundamentals
What's Your Least Favourite Programming Language? (2024 soundcheck question) - Computerphile
Computerphile Beginner 1y ago
Join Entri Elevate Coding Course Now โœจ
ML Fundamentals
Join Entri Elevate Coding Course Now โœจ
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ML Fundamentals
Pentominoes and other Polyominoes - Numberphile
Numberphile Beginner 1y ago
Retail reimagined: Currys data-first strategy to driving growth and improving operations
ML Fundamentals
Retail reimagined: Currys data-first strategy to driving growth and improving operations
Databricks Beginner 1y ago
5 Climate Change Careers to Consider in 2025
ML Fundamentals
5 Climate Change Careers to Consider in 2025
Coursera Beginner 1y ago
All Machine Learning Beginner Mistakes explained in 17 Min
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ML Fundamentals
All Machine Learning Beginner Mistakes explained in 17 Min
Infinite Codes Beginner 1y ago
Career Transition into Big Data | Navigating the Future of DE Careers | Big Data Engineering
ML Fundamentals
Career Transition into Big Data | Navigating the Future of DE Careers | Big Data Engineering
Krish Naik Beginner 1y ago
Mastering Your Data with Sajith Wickramasekara
ML Fundamentals
Mastering Your Data with Sajith Wickramasekara
a16z Beginner 1y ago
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ML Fundamentals
No Priors Ep. 93 | With Akash Systems' Felix Ejeckam and Ty Mitchell
No Priors: AI, Machine Learning, Tech, & Startups Beginner 1y ago
Convolutional Dimension Reduction - Handling Edge Data Loss ๐Ÿ“‰ - Topic 240 #ai #ml
ML Fundamentals
Convolutional Dimension Reduction - Handling Edge Data Loss ๐Ÿ“‰ - Topic 240 #ai #ml
deeplizard Beginner 1y ago
CNN Convolutional Output - Analyzing Dimensionality Reduction ๐Ÿ” - Topic 239 #ai #ml
ML Fundamentals
CNN Convolutional Output - Analyzing Dimensionality Reduction ๐Ÿ” - Topic 239 #ai #ml
deeplizard Beginner 1y ago
How to Become an AI Engineer: Free Roadmap
ML Fundamentals
How to Become an AI Engineer: Free Roadmap
Jean Lee Beginner 1y ago
Full Python Course in 10 Minutes: Free Learning
ML Fundamentals
Full Python Course in 10 Minutes: Free Learning
Jean Lee Beginner 1y ago
Filter Traversal in CNNs ๐Ÿ›ค๏ธ - Understanding Convolution Steps ๐Ÿ”„ - Topic 238 #ai #ml
ML Fundamentals
Filter Traversal in CNNs ๐Ÿ›ค๏ธ - Understanding Convolution Steps ๐Ÿ”„ - Topic 238 #ai #ml
deeplizard Beginner 1y ago
Convolution Operations in CNNs ๐Ÿ”ฌ - Deep Dive into Filter Mechanics โš™๏ธ - Topic 237 #ai #ml
ML Fundamentals
Convolution Operations in CNNs ๐Ÿ”ฌ - Deep Dive into Filter Mechanics โš™๏ธ - Topic 237 #ai #ml
deeplizard Beginner 1y ago
Best Programming Languages to Learn in 2025
ML Fundamentals
Best Programming Languages to Learn in 2025
Jean Lee Beginner 1y ago
CNN Convolution Process Step-by-Step ๐Ÿšถ - Visualizing Filter Operations ๐Ÿ“Š - Topic 236 #ai #ml
ML Fundamentals
CNN Convolution Process Step-by-Step ๐Ÿšถ - Visualizing Filter Operations ๐Ÿ“Š - Topic 236 #ai #ml
deeplizard Beginner 1y ago
XZ Exploit - Computerphile
ML Fundamentals
XZ Exploit - Computerphile
Computerphile Beginner 1y ago
Filter Numbers and Sizes in CNNs ๐Ÿ“ - Customizing Convolutional Layers ๐Ÿ”ง - Topic 235 #ai #ml
ML Fundamentals
Filter Numbers and Sizes in CNNs ๐Ÿ“ - Customizing Convolutional Layers ๐Ÿ”ง - Topic 235 #ai #ml
deeplizard Beginner 1y ago
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ML Fundamentals
The Anti-Parker Square - Numberphile
Numberphile Beginner 1y ago
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ML Fundamentals
Triplet Loss : Data Science Basics
ritvikmath Beginner 1y ago
Understanding CNN Filters ๐Ÿงฌ - What Makes a Filter? ๐Ÿ” - Topic 234 #ai #ml
ML Fundamentals
Understanding CNN Filters ๐Ÿงฌ - What Makes a Filter? ๐Ÿ” - Topic 234 #ai #ml
deeplizard Beginner 1y ago
A Number to the Power of a Matrix - Numberphile
ML Fundamentals
A Number to the Power of a Matrix - Numberphile
Numberphile Beginner 1y ago
Advanced Pattern Detection in CNNs ๐ŸŽฏ - From Edges to Objects ๐Ÿ–Œ๏ธ - Topic 233 #ai #ml
ML Fundamentals
Advanced Pattern Detection in CNNs ๐ŸŽฏ - From Edges to Objects ๐Ÿ–Œ๏ธ - Topic 233 #ai #ml
deeplizard Beginner 1y ago
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