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
DeepSpeed: Efficient Training Scalability for Deep Learning - Tunji Ruwase, Snowflake
ML Fundamentals
DeepSpeed: Efficient Training Scalability for Deep Learning - Tunji Ruwase, Snowflake
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ML Fundamentals
Helion: A High-level DSL for Kernel Authoring - Jason Ansel, Meta
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ML Fundamentals
Schur Numbers (the world's biggest proof) - Numberphile
Numberphile Beginner 5mo ago
Faster R-CNN - Explained!
ML Fundamentals ⚡ AI Lesson
Faster R-CNN - Explained!
CodeEmporium Advanced 5mo ago
Computer Science Machine Learning JavaScript For Everyone #shorts #js #ml #coding #computerscience
ML Fundamentals
Computer Science Machine Learning JavaScript For Everyone #shorts #js #ml #coding #computerscience
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ML Fundamentals
3 Tech Domains That’ll Boom in 2026 #Shorts #ViralVideo #GfG
GeeksforGeeks Beginner 5mo ago
Efficient Memory Management for LLM serving
ML Fundamentals
Efficient Memory Management for LLM serving
West Coast Machine Learning Advanced 5mo ago
Programmer Starter Pack
ML Fundamentals
Programmer Starter Pack
Coursera Beginner 5mo ago
Is Maths Required for Coding? | Coding Tips for Beginners
ML Fundamentals
Is Maths Required for Coding? | Coding Tips for Beginners
GeeksforGeeks Beginner 5mo ago
Predict Customer Churn and Boost Revenue with Zunō.Predict on Google Cloud
ML Fundamentals
Predict Customer Churn and Boost Revenue with Zunō.Predict on Google Cloud
Google Cloud Intermediate 5mo ago
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ML Fundamentals ⚡ AI Lesson
Brand new #data and #ai features in #databricks with Zerobus
Databricks Beginner 5mo ago
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ML Fundamentals
What Can Generative AI Really Do? 2025 Overview
Coursera Beginner 5mo ago
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ML Fundamentals
Learn Cyber Security Machine Learning And Java In One Journey #shorts #java #ml #cybersecurity
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ML Fundamentals ⚡ AI Lesson
AI Full Course 2025 | AI Tutorial for Beginners | Artificial Intelligence Course | Simplilearn
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ML Fundamentals ⚡ AI Lesson
How IP Addresses Relate to Physical Locations - Computerphile
Computerphile Beginner 5mo ago
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ML Fundamentals ⚡ AI Lesson
Should I come to USA for masters?
codebasics Beginner 5mo ago
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ML Fundamentals ⚡ AI Lesson
Netflix CTO on the True Value of AI
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Qualcomm's AI250 Attacks the AI Inference Memory Bottleneck | Durga Malladi Interview
ML Fundamentals ⚡ AI Lesson
Qualcomm's AI250 Attacks the AI Inference Memory Bottleneck | Durga Malladi Interview
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ML Fundamentals ⚡ AI Lesson
Transforming Airline Tech With AI Innovation | Amazon Web Services
Amazon Web Services Advanced 5mo ago
Transforming Airline Tech With AI Innovation | Amazon Web Services
ML Fundamentals ⚡ AI Lesson
Transforming Airline Tech With AI Innovation | Amazon Web Services
Amazon Web Services Advanced 5mo ago
How Moloco Achieved 10x Faster Training with Google Cloud's AI Infrastructure
ML Fundamentals
How Moloco Achieved 10x Faster Training with Google Cloud's AI Infrastructure
Google Cloud Advanced 5mo ago
ResNet - Explained!
ML Fundamentals ⚡ AI Lesson
ResNet - Explained!
CodeEmporium Beginner 5mo ago
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ML Fundamentals ⚡ AI Lesson
You are in an MLE interview at Zomato (w/ Anshuman)
Abhishek Thakur Intermediate 6mo ago
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ML Fundamentals ⚡ AI Lesson
EEG Sleep Stage Prediction with Neural Networks in Python
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ML Fundamentals
The Fastest Way to Land Your Future In AI
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From Laptop to Cloud: A Complete End-to-End Data Science Project with AWS SageMaker
ML Fundamentals
From Laptop to Cloud: A Complete End-to-End Data Science Project with AWS SageMaker
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ML Fundamentals ⚡ AI Lesson
Data + AI World Tour Paris 2025 | 2 décembre | Réservez votre place !
Databricks Intermediate 6mo ago
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ML Fundamentals
AI Is Coming for THESE Jobs
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ML Fundamentals
TensorFlow Full Course 2025 | TensorFlow Tutorial for Beginners | TensorFlow Course| Simplilearn
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ML Fundamentals
How Campus’ AI Creates a Personalized College Curriculum
The Information Intermediate 6mo ago
AI in Healthcare Series: Tracking and Trusting AI in Medicine, Dr. Shantanu Nundy
ML Fundamentals
AI in Healthcare Series: Tracking and Trusting AI in Medicine, Dr. Shantanu Nundy
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ML Fundamentals
AI & Cybersecurity: Dan Boneh Interviews Nicolas Carlini
Stanford Online Advanced 6mo ago
Ordinal Numbers - Numberphile
ML Fundamentals
Ordinal Numbers - Numberphile
Numberphile Beginner 6mo ago
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ML Fundamentals ⚡ AI Lesson
Fine-Tuning is Broken // Tanmay Chopra // AI in Production 2025
MLOps.community Intermediate 6mo ago
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ML Fundamentals
🤯 Scientists Are Teaching Brain Cells to Think Like AI! 🧬 #ai #arivibyguvi
Arivi by HCL GUVI Beginner 6mo ago
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ML Fundamentals ⚡ AI Lesson
How Computers Store Data Serially - Computerphile
Computerphile Beginner 6mo ago
How Coding Changes the Way You Think
ML Fundamentals
How Coding Changes the Way You Think
NPStation Beginner 6mo ago
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ML Fundamentals ⚡ AI Lesson
Fault Tolerance Training at Pinterest - Chia-Wei Chen & Karthik Anantha Padmanabhan, Pinterest
PyTorch Advanced 5mo ago
Machine Learning in Real Life: From Spotify to Healthcare
ML Fundamentals
Machine Learning in Real Life: From Spotify to Healthcare
Coursera Beginner 5mo ago
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ML Fundamentals ⚡ AI Lesson
AI ML Made Simple For Everyone #shorts #ai #ml #engineering #programming #learning #tutorial
WebKnower Beginner 5mo ago
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ML Fundamentals
What Is a Chatbot? A Business Owner's Guide
Coursera Beginner 5mo ago
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ML Fundamentals
Python: Essential Tools
Coursera Beginner 5mo ago
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ML Fundamentals ⚡ AI Lesson
Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
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ML Fundamentals ⚡ AI Lesson
Learn AI And Machine Learning Easily With These Channels #shorts #machinelearning #ai #deeplearning
WebKnower Beginner 5mo ago
Entry-Level AI Engineers Make $93K - No Tech Degree Required!
ML Fundamentals
Entry-Level AI Engineers Make $93K - No Tech Degree Required!
Coursera Beginner 6mo ago
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ML Fundamentals
21 project 21 days | Building a Digit Recognizer from Scratch
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ML Fundamentals
Don’t Accept the First Offer As An Engineer
Jean Lee Beginner 6mo ago
Fast R-CNN - Explained!
ML Fundamentals ⚡ AI Lesson
Fast R-CNN - Explained!
CodeEmporium Advanced 6mo ago
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