Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

13020
lessons
How to implement Random Forest from scratch with Python
ML Fundamentals
How to implement Random Forest from scratch with Python
AssemblyAI Intermediate 3y ago
I tried to build a Python Machine Learning Streamlit App in 7 Minutes | Coding Challenge
ML Fundamentals
I tried to build a Python Machine Learning Streamlit App in 7 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Metaflow Sandbox Demo: Free Data Science Infrastructure In the Browser
ML Fundamentals
Metaflow Sandbox Demo: Free Data Science Infrastructure In the Browser
Outerbounds Beginner 3y ago
Fireside Chat #5: Machine Learning + Infrastructure for Humans
ML Fundamentals
Fireside Chat #5: Machine Learning + Infrastructure for Humans
Outerbounds Intermediate 3y ago
How to implement Decision Trees from scratch with Python
ML Fundamentals
How to implement Decision Trees from scratch with Python
AssemblyAI Intermediate 3y ago
Global Management Programme for Infrastructure | Indian School of Business
ML Fundamentals
Global Management Programme for Infrastructure | Indian School of Business
Coursera Beginner 3y ago
Global Management Programme for Infrastructure | Indian School of Business
ML Fundamentals
Global Management Programme for Infrastructure | Indian School of Business
Coursera Beginner 3y ago
Project Alexandria: Using AI to build a knowledge base fit for humans
ML Fundamentals
Project Alexandria: Using AI to build a knowledge base fit for humans
Microsoft Research Intermediate 3y ago
Alternative Uses for Blockchain - Computerphile
ML Fundamentals
Alternative Uses for Blockchain - Computerphile
Computerphile Intermediate 3y ago
Introduction to PyTorch
ML Fundamentals
Introduction to PyTorch
PyTorch Beginner 3y ago
Elephant Toothpaste Reaction
ML Fundamentals
Elephant Toothpaste Reaction
MIT OpenCourseWare Intermediate 3y ago
The DataHour: Google Cloud AI/ML
ML Fundamentals
The DataHour: Google Cloud AI/ML
Analytics Vidhya Beginner 3y ago
Variational Autoencoder from scratch in PyTorch
ML Fundamentals
Variational Autoencoder from scratch in PyTorch
Aladdin Persson Advanced 3y ago
Variational AutoEncoder Paper Walkthrough
ML Fundamentals
Variational AutoEncoder Paper Walkthrough
Aladdin Persson Beginner 3y ago
The Road Ahead: Google's Comprehensive Platform for Open Source Machine Learning
ML Fundamentals
The Road Ahead: Google's Comprehensive Platform for Open Source Machine Learning
TensorFlow Advanced 3y ago
Introduction to On-device Machine Learning Solutions with MediaPipe
ML Fundamentals
Introduction to On-device Machine Learning Solutions with MediaPipe
TensorFlow Beginner 3y ago
Random Variables - EXPLAINED!
ML Fundamentals
Random Variables - EXPLAINED!
CodeEmporium Beginner 3y ago
Doing Machine Learning stuff \\ Daily Data Live Stream
ML Fundamentals
Doing Machine Learning stuff \\ Daily Data Live Stream
Nicholas Renotte Beginner 3y ago
Building makemore Part 2: MLP
ML Fundamentals
Building makemore Part 2: MLP
Andrej Karpathy Beginner 3y ago
The DataHour: Energy Data Science Project from Scratch
ML Fundamentals
The DataHour: Energy Data Science Project from Scratch
Analytics Vidhya Beginner 3y ago
I can predict cars CRASHING. And it's 99% accurate!
ML Fundamentals
I can predict cars CRASHING. And it's 99% accurate!
Underfitted Beginner 3y ago
Google’s New AI: Fly INTO Photos! 🐦
ML Fundamentals
Google’s New AI: Fly INTO Photos! 🐦
Two Minute Papers Beginner 3y ago
Plex: Towards Reliability using Pretrained Large Model Extensions
ML Fundamentals
Plex: Towards Reliability using Pretrained Large Model Extensions
Cohere Beginner 3y ago
The Immaturity of Machine Learning - Clips - #502
ML Fundamentals
The Immaturity of Machine Learning - Clips - #502
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Big differences in the way people need to approach machine learning problems nowadays
ML Fundamentals
Big differences in the way people need to approach machine learning problems nowadays
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Global Management Programme in Operations and Supply Chain | Indian School of Business
ML Fundamentals
Global Management Programme in Operations and Supply Chain | Indian School of Business
Coursera Beginner 3y ago
How to implement Logistic Regression from scratch with Python
ML Fundamentals
How to implement Logistic Regression from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement Linear Regression from scratch with Python
ML Fundamentals
How to implement Linear Regression from scratch with Python
AssemblyAI Intermediate 3y ago
Machine Learning From Scratch Full course
ML Fundamentals
Machine Learning From Scratch Full course
AssemblyAI Beginner 3y ago
How to implement KNN from scratch with Python
ML Fundamentals
How to implement KNN from scratch with Python
AssemblyAI Intermediate 3y ago
I tried to build a Machine Learning Python App in 15 Minutes | Coding Challenge
ML Fundamentals
I tried to build a Machine Learning Python App in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Harnessing On-Device AI to Transform the Smartphone Experience
ML Fundamentals
Harnessing On-Device AI to Transform the Smartphone Experience
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Building ML Platform Capabilities at Global Scale
ML Fundamentals
Building ML Platform Capabilities at Global Scale
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Top Trends in Enterprise Machine Learning for 2021
ML Fundamentals
Top Trends in Enterprise Machine Learning for 2021
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
How Spotify Does ML At Scale
ML Fundamentals
How Spotify Does ML At Scale
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Keynote Interview: Solmaz Shahalizadeh
ML Fundamentals
Keynote Interview: Solmaz Shahalizadeh
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Using Unity to Generate Synthetic data and Accelerate Computer Vision Training
ML Fundamentals
Using Unity to Generate Synthetic data and Accelerate Computer Vision Training
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Executive Summit Roundtable Discussion
ML Fundamentals
Executive Summit Roundtable Discussion
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
First Steps and Early Challenges in Scaling Machine Learning at H&M Group
ML Fundamentals
First Steps and Early Challenges in Scaling Machine Learning at H&M Group
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Build an End-to-End ML Workflow for Your Organization
ML Fundamentals
Build an End-to-End ML Workflow for Your Organization
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Causal Modeling in Machine Learning Webinar with Robert Osazuwa Ness
ML Fundamentals
Causal Modeling in Machine Learning Webinar with Robert Osazuwa Ness
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Keynote Interview: Chris Albon
ML Fundamentals
Keynote Interview: Chris Albon
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
ML Product Experiments at Scale
ML Fundamentals
ML Product Experiments at Scale
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
Chaos and Pain in Machine Learning, and the ‘DevOps for ML Manifesto'
ML Fundamentals
Chaos and Pain in Machine Learning, and the ‘DevOps for ML Manifesto'
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Semblance: Feature Generation In Real-Time and Batch Without Time-Travel
ML Fundamentals
Semblance: Feature Generation In Real-Time and Batch Without Time-Travel
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Productionizing Machine Learning Models at Scale with Kubernetes
ML Fundamentals
Productionizing Machine Learning Models at Scale with Kubernetes
The TWIML AI Podcast with Sam Charrington Advanced 3y ago
Model Versioning: Why, When, and How
ML Fundamentals
Model Versioning: Why, When, and How
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production
ML Fundamentals
Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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AI & ML Applications in Oil and Gas Industry
📚 Coursera Course ↗
Self-paced
AI & ML Applications in Oil and Gas Industry
Opens on Coursera ↗
Practical Predictive Analytics: Models and Methods
📚 Coursera Course ↗
Self-paced
Practical Predictive Analytics: Models and Methods
Opens on Coursera ↗
The Ultimate Hands-On Hadoop
📚 Coursera Course ↗
Self-paced
The Ultimate Hands-On Hadoop
Opens on Coursera ↗
Build Decision Trees, SVMs, and Artificial Neural Networks
📚 Coursera Course ↗
Self-paced
Build Decision Trees, SVMs, and Artificial Neural Networks
Opens on Coursera ↗
Face Recognition with Keras: Detect & Classify
📚 Coursera Course ↗
Self-paced
Face Recognition with Keras: Detect & Classify
Opens on Coursera ↗
Cloud Virtualization, Containers and APIs
📚 Coursera Course ↗
Self-paced
Cloud Virtualization, Containers and APIs
Opens on Coursera ↗