Foundations

ML Fundamentals

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

3814
lessons
Giving Day 2022
📐 ML Fundamentals
Giving Day 2022
Saïd Business School, University of Oxford Intermediate 3y ago
@iNeuroniNtelligence First Offline 24 hrs Hackathon With Github Community Partner
📐 ML Fundamentals
@iNeuroniNtelligence First Offline 24 hrs Hackathon With Github Community Partner
Krish Naik Intermediate 3y ago
Why the Journey Matters More Than Your Goal|Motivation
📐 ML Fundamentals
Why the Journey Matters More Than Your Goal|Motivation
Krish Naik Intermediate 3y ago
Faster Data Preparation for Machine Learning with Data Wrangler - AWS Online Tech Talks
📐 ML Fundamentals
Faster Data Preparation for Machine Learning with Data Wrangler - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
SageMaker Friday episode 3- Train large deep learning models with hundreds of billions of parameters
📐 ML Fundamentals
SageMaker Friday episode 3- Train large deep learning models with hundreds of billions of parameters
AWS Developers Intermediate 3y ago
Democratic Machine Learning With Voting Classifiers
📐 ML Fundamentals
Democratic Machine Learning With Voting Classifiers
NeuralNine Intermediate 3y ago
Build a Machine Learning App From Scratch with Flask & Docker
📐 ML Fundamentals
Build a Machine Learning App From Scratch with Flask & Docker
Patrick Loeber Intermediate 3y ago
Johannes Otterbach — Unlocking ML for Traditional Companies
📐 ML Fundamentals
Johannes Otterbach — Unlocking ML for Traditional Companies
Weights & Biases Intermediate 3y ago
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
📐 ML Fundamentals
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
freeCodeCamp.org Intermediate 3y ago
Transfer learning in JavaScript with TensorFlow.js
📐 ML Fundamentals
Transfer learning in JavaScript with TensorFlow.js
TensorFlow Intermediate 3y ago
Product fairness testing for Machine Learning developers
📐 ML Fundamentals
Product fairness testing for Machine Learning developers
TensorFlow Intermediate 3y ago
Technology in Education: How is GITAM using Coursera for Campus?
📐 ML Fundamentals
Technology in Education: How is GITAM using Coursera for Campus?
Coursera Intermediate 3y ago
How WiFi Works - Computerphile
📐 ML Fundamentals
How WiFi Works - Computerphile
Computerphile Intermediate 3y ago
Why the heck are gas stations always right next to each other ?!
📐 ML Fundamentals
Why the heck are gas stations always right next to each other ?!
ritvikmath Intermediate 3y ago
Climbing up the slope of enlightenment in AI and ML
📐 ML Fundamentals
Climbing up the slope of enlightenment in AI and ML
Google for Developers Intermediate 3y ago
#11 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 3]
📐 ML Fundamentals
#11 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 3]
DeepLearningAI Intermediate 3y ago
#12 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 4]
📐 ML Fundamentals
#12 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 4]
DeepLearningAI Intermediate 3y ago
Deep Learning on AWS made simple - AWS Online Tech Talks
📐 ML Fundamentals
Deep Learning on AWS made simple - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Building a data perimeter in AWS - AWS Online Tech Talks
📐 ML Fundamentals
Building a data perimeter in AWS - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
SageMaker Friday episode 2 - Low Code Machine Learning - AWS Online Tech Talks
📐 ML Fundamentals
SageMaker Friday episode 2 - Low Code Machine Learning - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
3 Reasons Why Elon Musk Bought Twitter
📐 ML Fundamentals
3 Reasons Why Elon Musk Bought Twitter
Krish Naik Intermediate 3y ago
Importance Of POC Projects For Data Science Transition
📐 ML Fundamentals
Importance Of POC Projects For Data Science Transition
Krish Naik Intermediate 3y ago
Best practices for protecting sensitive data in AWS with Amazon Macie - AWS Online Tech Talks
📐 ML Fundamentals
Best practices for protecting sensitive data in AWS with Amazon Macie - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Improve your operations with computer vision at the edge, with AWS Panorama - AWS Online Tech Talks
📐 ML Fundamentals
Improve your operations with computer vision at the edge, with AWS Panorama - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
#14 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 6]
📐 ML Fundamentals
#14 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 6]
DeepLearningAI Intermediate 3y ago
#15 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 7]
📐 ML Fundamentals
#15 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 7]
DeepLearningAI Intermediate 3y ago
#16 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 8]
📐 ML Fundamentals
#16 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 8]
DeepLearningAI Intermediate 3y ago
#17 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 9]
📐 ML Fundamentals
#17 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 9]
DeepLearningAI Intermediate 3y ago
#18 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 10]
📐 ML Fundamentals
#18 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 10]
DeepLearningAI Intermediate 3y ago
#19 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 11]
📐 ML Fundamentals
#19 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 11]
DeepLearningAI Intermediate 3y ago
#21 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 13]
📐 ML Fundamentals
#21 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 13]
DeepLearningAI Intermediate 3y ago
#20 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 12]
📐 ML Fundamentals
#20 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 12]
DeepLearningAI Intermediate 3y ago
#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14]
📐 ML Fundamentals
#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14]
DeepLearningAI Intermediate 3y ago
#23 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 15]
📐 ML Fundamentals
#23 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 15]
DeepLearningAI Intermediate 3y ago
#24 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 16]
📐 ML Fundamentals
#24 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 16]
DeepLearningAI Intermediate 3y ago
#25 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 1]
📐 ML Fundamentals
#25 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI Intermediate 3y ago
#26 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3 Lesson 2]
📐 ML Fundamentals
#26 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3 Lesson 2]
DeepLearningAI Intermediate 3y ago
#27 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 3]
📐 ML Fundamentals
#27 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 3]
DeepLearningAI Intermediate 3y ago
#28 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 4]
📐 ML Fundamentals
#28 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI Intermediate 3y ago
#29 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 5]
📐 ML Fundamentals
#29 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 5]
DeepLearningAI Intermediate 3y ago
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
📐 ML Fundamentals
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
DeepLearningAI Intermediate 3y ago
#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
📐 ML Fundamentals
#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
DeepLearningAI Intermediate 3y ago
#32 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 8]
📐 ML Fundamentals
#32 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 8]
DeepLearningAI Intermediate 3y ago
#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
📐 ML Fundamentals
#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
DeepLearningAI Intermediate 3y ago
#34 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 10]
📐 ML Fundamentals
#34 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 10]
DeepLearningAI Intermediate 3y ago
#35 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 11]
📐 ML Fundamentals
#35 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 11]
DeepLearningAI Intermediate 3y ago
#37 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 13]
📐 ML Fundamentals
#37 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 13]
DeepLearningAI Intermediate 3y ago
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
📐 ML Fundamentals
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
DeepLearningAI Intermediate 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Natural Language Processing - Deep Learning Models in Python
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Self-paced
Natural Language Processing - Deep Learning Models in Python
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Recommender Systems with Machine Learning
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Self-paced
Recommender Systems with Machine Learning
Opens on Coursera ↗
Machine Learning in the Enterprise - Español
📚 Coursera Course ↗
Self-paced
Machine Learning in the Enterprise - Español
Opens on Coursera ↗
Optimize ML Models: Hyperparameter Tuning
📚 Coursera Course ↗
Self-paced
Optimize ML Models: Hyperparameter Tuning
Opens on Coursera ↗
Using BigQuery Machine Learning for inference
📚 Coursera Course ↗
Self-paced
Using BigQuery Machine Learning for inference
Opens on Coursera ↗
Machine Learning in the Enterprise - Français
📚 Coursera Course ↗
Self-paced
Machine Learning in the Enterprise - Français
Opens on Coursera ↗