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
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 18 - NLP, Linguistics, Philosophy
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 18 - NLP, Linguistics, Philosophy
Stanford Online Beginner 1y ago
Stanford CS224N: NLP w/ DL| Spring 2024 | Lecture 13 - Brain-Computer Interfaces, Chaofei Fan
ML Fundamentals
Stanford CS224N: NLP w/ DL| Spring 2024 | Lecture 13 - Brain-Computer Interfaces, Chaofei Fan
Stanford Online Beginner 1y ago
๐Ÿคฏ Pika 2.2 JUST Dropped!  Insane AI Video Quality & Length!
ML Fundamentals
๐Ÿคฏ Pika 2.2 JUST Dropped! Insane AI Video Quality & Length!
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Our Live Free AI Crash Course For AI Community
ML Fundamentals
Our Live Free AI Crash Course For AI Community
Krish Naik Beginner 1y ago
Why Specialized MLOps Capabilities Are a Temporary Solution
ML Fundamentals
Why Specialized MLOps Capabilities Are a Temporary Solution
MLOps.community Intermediate 1y ago
Day 1-Live AI Crash Course-End To End Custom Video Broadcaster
ML Fundamentals
Day 1-Live AI Crash Course-End To End Custom Video Broadcaster
Krish Naik Beginner 1y ago
The Climate Change Challenge 2025 is now live #universityofoxford #climatechange
ML Fundamentals
The Climate Change Challenge 2025 is now live #universityofoxford #climatechange
Saรฏd Business School, University of Oxford Intermediate 1y ago
Confidence, collaboration, and climate: highlights from the CBI's Rain Newton-Smith at Oxford Saรฏd
ML Fundamentals
Confidence, collaboration, and climate: highlights from the CBI's Rain Newton-Smith at Oxford Saรฏd
Saรฏd Business School, University of Oxford Intermediate 1y ago
Mutli layer perceptron - Explained!
ML Fundamentals
Mutli layer perceptron - Explained!
CodeEmporium Beginner 1y ago
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ML Fundamentals
A Powerful Extension to Lasso Regression You've Never Heard Of : Fused Lasso
ritvikmath Intermediate 1y ago
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ML Fundamentals
DoD Chief Data and AI Office Speaking at Databricks DAIS Government Forum 2024
Databricks Intermediate 1y ago
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ML Fundamentals
๐Ÿคฏ AI Just Changed EVERYTHING! Intelligence is OUT, This is IN! ๐Ÿš€ | Intelligence vs Agency!
Analytics Vidhya Intermediate 1y ago
Identifying Image Edges with Filters ๐Ÿ”Ž - Convolution Results Explained ๐Ÿ“Š - Topic 256 #ai #ml
ML Fundamentals
Identifying Image Edges with Filters ๐Ÿ”Ž - Convolution Results Explained ๐Ÿ“Š - Topic 256 #ai #ml
deeplizard Beginner 1y ago
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ML Fundamentals
More people should start using Dev Containers in Visual Studio Code
Underfitted Beginner 1y ago
Open AI Real Time Streaming Gets Confused #artificialintelligence #podcast
ML Fundamentals
Open AI Real Time Streaming Gets Confused #artificialintelligence #podcast
MLOps.community Intermediate 1y ago
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ML Fundamentals
When being beautifully wrong leads to discovery
3Blue1Brown Intermediate 1y ago
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ML Fundamentals
Junior vs Senior vs Staff vs Principalย Dataย Scientist
Aladdin Persson Beginner 1y ago
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ML Fundamentals
Why the ancient Greeks rejected heliocentrism
3Blue1Brown Intermediate 1y ago
Linear Algebra for Machine Learning
ML Fundamentals
Linear Algebra for Machine Learning
freeCodeCamp.org Beginner 1y ago
Edge Detection Using Filters ๐ŸŽจ - Stride and Convolution Mechanics ๐Ÿ“ - Topic 255 #ai #ml
ML Fundamentals
Edge Detection Using Filters ๐ŸŽจ - Stride and Convolution Mechanics ๐Ÿ“ - Topic 255 #ai #ml
deeplizard Beginner 1y ago
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ML Fundamentals
How to build an ETL pipeline that doesn't suck
Underfitted Beginner 1y ago
Data Analyst vs Machine Learning Engineer vs Data Scientist roles
ML Fundamentals
Data Analyst vs Machine Learning Engineer vs Data Scientist roles
Aladdin Persson Beginner 1y ago
OOPS In Real World Websites & APPS | OOPS for MNC In TAMIL - 2025 | OOPS In 50 Minutes.
ML Fundamentals
OOPS In Real World Websites & APPS | OOPS for MNC In TAMIL - 2025 | OOPS In 50 Minutes.
insimpletermz Beginner 1y ago
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ML Fundamentals
Spring Boot Tutorial for Beginners [2025]
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ML Fundamentals
Can AI survive Indiaโ€™s Got Latent COMEDY?
GeeksforGeeks Beginner 1y ago
LoG Conference 2024 Day 3, Part 1/2 - Tutorial on Graph Deep Learning for Time Series Processing
ML Fundamentals
LoG Conference 2024 Day 3, Part 1/2 - Tutorial on Graph Deep Learning for Time Series Processing
Learning on Graphs Conference Beginner 1y ago
Mathematics for Machine Learning โ€“ Made Ridiculously Simple
ML Fundamentals
Mathematics for Machine Learning โ€“ Made Ridiculously Simple
Jean Lee Beginner 1y ago
Machine Learning vs Deep Learning
ML Fundamentals
Machine Learning vs Deep Learning
codebasics Beginner 1y ago
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ML Fundamentals
Tackling Threats to International Security | MA in IRSS | JGU
Coursera Beginner 1y ago
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ML Fundamentals
THIS is Why Machine Learning Is Hard For you
Infinite Codes Beginner 1y ago
Maxis Transforms Employee Productivity and Customer Experience through Data and AI Upskilling
ML Fundamentals
Maxis Transforms Employee Productivity and Customer Experience through Data and AI Upskilling
Coursera Beginner 1y ago
Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 12 - Efficient Training, Shikhar Murty
ML Fundamentals
Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 12 - Efficient Training, Shikhar Murty
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 11 - Benchmarking by Yann Dubois
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 11 - Benchmarking by Yann Dubois
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 6 - Sequence to Sequence Models
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 6 - Sequence to Sequence Models
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 5 - Recurrent Neural Networks
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 5 - Recurrent Neural Networks
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 4 - Dependency Parsing
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 4 - Dependency Parsing
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 3 - Backpropagation, Neural Network
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 3 - Backpropagation, Neural Network
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 2 - Word Vectors and Language Models
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 2 - Word Vectors and Language Models
Stanford Online Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 1 - Intro and Word Vectors
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 1 - Intro and Word Vectors
Stanford Online Beginner 1y ago
Voice AI is hard
ML Fundamentals
Voice AI is hard
MLOps.community Intermediate 1y ago
3 Viral AI Chrome Extensions to INSTANTLY Smartify Your Browser! ๐Ÿคฏ
ML Fundamentals
3 Viral AI Chrome Extensions to INSTANTLY Smartify Your Browser! ๐Ÿคฏ
Analytics Vidhya Intermediate 1y ago
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ML Fundamentals
DeepSeek Unveils Parallelism Tools for V3/R1 Training! | OpenSourceWeek l Day 4
Analytics Vidhya Advanced 1y ago
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ML Fundamentals
How to estimate the distance to the sun
3Blue1Brown Intermediate 1y ago
How many tools is too many?
ML Fundamentals
How many tools is too many?
MLOps.community Intermediate 1y ago
Doing salary negotiations the right way
ML Fundamentals
Doing salary negotiations the right way
Aladdin Persson Beginner 1y ago
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ML Fundamentals
How Aristarchus deduced the distance to the moon
3Blue1Brown Intermediate 1y ago
The wellbeing of people and planet | Impact Finance Innovations Programme
ML Fundamentals
The wellbeing of people and planet | Impact Finance Innovations Programme
Saรฏd Business School, University of Oxford Intermediate 1y ago
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ML Fundamentals
Understanding Lab Dynamics and MLOps Challenges
MLOps.community Beginner 1y ago
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