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
#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 4y 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 4y ago
Introduction to artificial ML neural networks
ML Fundamentals
Introduction to artificial ML neural networks
Google for Developers Beginner 4y ago
Machine Learning basics
ML Fundamentals
Machine Learning basics
Google for Developers Beginner 4y ago
Training Multiple Networks - PyTorch Deep Learning Course
ML Fundamentals ⚡ AI Lesson
Training Multiple Networks - PyTorch Deep Learning Course
deeplizard Beginner 4y ago
EM Algorithm : Data Science Concepts
ML Fundamentals
EM Algorithm : Data Science Concepts
ritvikmath Beginner 4y ago
How to handle Uncertainty in Deep Learning #2.2
ML Fundamentals ⚡ AI Lesson
How to handle Uncertainty in Deep Learning #2.2
DeepFindr Beginner 4y ago
Andrew Brock on Generative Models and His Journey to AI Research
ML Fundamentals ⚡ AI Lesson
Andrew Brock on Generative Models and His Journey to AI Research
HuggingFace Advanced 4y ago
Look At the Brighter Side- Motivational Story To Keep You Focussed
ML Fundamentals
Look At the Brighter Side- Motivational Story To Keep You Focussed
Krish Naik Intermediate 4y ago
Square & Multiply Algorithm - Computerphile
ML Fundamentals ⚡ AI Lesson
Square & Multiply Algorithm - Computerphile
Computerphile Intermediate 4y ago
AI Ethics Around Machine Learning Datasets and Models - Emily Denton
ML Fundamentals ⚡ AI Lesson
AI Ethics Around Machine Learning Datasets and Models - Emily Denton
HuggingFace Beginner 4y ago
iNeuron And LCO Merger- Gifts Give Away
ML Fundamentals
iNeuron And LCO Merger- Gifts Give Away
Krish Naik Beginner 4y ago
IBM | Meet Coursera's Industry Partner
ML Fundamentals
IBM | Meet Coursera's Industry Partner
Coursera Beginner 4y ago
Intuit | Meet Coursera's Industry Partner
ML Fundamentals
Intuit | Meet Coursera's Industry Partner
Coursera Beginner 4y ago
Building an on-device recommendation model with TFLite
ML Fundamentals ⚡ AI Lesson
Building an on-device recommendation model with TFLite
TensorFlow Beginner 4y ago
Complete Guide to Cross Validation
ML Fundamentals
Complete Guide to Cross Validation
Rob Mulla Beginner 4y ago
Reset Weights PyTorch Network - Deep Learning Course
ML Fundamentals ⚡ AI Lesson
Reset Weights PyTorch Network - Deep Learning Course
deeplizard Beginner 4y ago
JAX Talk: Generating Extremely Long Sequences with S4
ML Fundamentals
JAX Talk: Generating Extremely Long Sequences with S4
Weights & Biases Beginner 4y 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 4y 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 4y ago
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
ML Fundamentals ⚡ AI Lesson
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
DeepLearningAI Intermediate 4y ago
#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
ML Fundamentals ⚡ AI Lesson
#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
DeepLearningAI Intermediate 4y 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 4y ago
#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
ML Fundamentals ⚡ AI Lesson
#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
DeepLearningAI Intermediate 4y 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 4y 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 4y ago
#36 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 12]
ML Fundamentals
#36 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 12]
DeepLearningAI Beginner 4y 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 4y ago
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
ML Fundamentals ⚡ AI Lesson
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
DeepLearningAI Intermediate 4y ago
#39 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 15]
ML Fundamentals
#39 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 15]
DeepLearningAI Intermediate 4y ago
#40 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 16]
ML Fundamentals
#40 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 16]
DeepLearningAI Intermediate 4y ago
#10 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 2]
ML Fundamentals
#10 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI Intermediate 4y ago
#9 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#9 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Beginner 4y ago
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8]
ML Fundamentals
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8]
DeepLearningAI Intermediate 4y ago
#7 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 7]
ML Fundamentals
#7 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 7]
DeepLearningAI Intermediate 4y ago
#6 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 6]
ML Fundamentals
#6 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 6]
DeepLearningAI Intermediate 4y ago
#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5]
ML Fundamentals
#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5]
DeepLearningAI Intermediate 4y ago
#4 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 4]
ML Fundamentals ⚡ AI Lesson
#4 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI Intermediate 4y ago
#3 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 3]
ML Fundamentals
#3 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI Intermediate 4y ago
#2 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals ⚡ AI Lesson
#2 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Intermediate 4y ago
#1 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#1 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Intermediate 4y ago
AI and the Gartner Hype Cycle
ML Fundamentals
AI and the Gartner Hype Cycle
Google for Developers Beginner 4y ago
What Is FOMO? Use It As A Weapon
ML Fundamentals
What Is FOMO? Use It As A Weapon
Krish Naik Beginner 4y ago
Live Q&A-Ask Anything Related To Data Science
ML Fundamentals
Live Q&A-Ask Anything Related To Data Science
Krish Naik Intermediate 4y ago
Celebrating Deep Learner Month #BeADeepLearner
ML Fundamentals
Celebrating Deep Learner Month #BeADeepLearner
DeepLearningAI Beginner 4y ago
#BeADeepLearner like Kulsoom Abdullah with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Kulsoom Abdullah with DeepLearning.AI
DeepLearningAI Beginner 4y ago
#BeADeepLearner like Tim Steves with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Tim Steves with DeepLearning.AI
DeepLearningAI Intermediate 4y ago
#BeADeepLearner like Lei Xu with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Lei Xu with DeepLearning.AI
DeepLearningAI Beginner 4y ago
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