Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12,194
lessons
Skills in this topic
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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
Python Machine Learning Tutorial | Handling Missing Data | Databytes
ML Fundamentals
Python Machine Learning Tutorial | Handling Missing Data | Databytes
DataCamp Beginner 4y ago
Pathways in Machine Learning/Data Science
ML Fundamentals
Pathways in Machine Learning/Data Science
DeepLearningAI Beginner 4y ago
Marvel's Secret to Making Movies Quickly | WIRED
ML Fundamentals
Marvel's Secret to Making Movies Quickly | WIRED
WIRED Beginner 4y ago
Reinforcement Learning Live Example With My Baby ๐Ÿ‘ถ๐Ÿ‘ถ๐Ÿ‘ถ
ML Fundamentals
Reinforcement Learning Live Example With My Baby ๐Ÿ‘ถ๐Ÿ‘ถ๐Ÿ‘ถ
Krish Naik Beginner 4y ago
Data science skills 10 years from now!
ML Fundamentals
Data science skills 10 years from now!
codebasics Beginner 4y ago
Neural Network Layers - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Neural Network Layers - Deep Learning Dictionary
deeplizard Beginner 4y ago
Deep-dive on ARCore | Fundamentals of designing AR apps with machine learning models
ML Fundamentals
Deep-dive on ARCore | Fundamentals of designing AR apps with machine learning models
Google for Developers Beginner 4y ago
Machine Learning for developers in a hurry
ML Fundamentals โšก AI Lesson
Machine Learning for developers in a hurry
TensorFlow Beginner 4y ago
Easier data processing with Keras
ML Fundamentals โšก AI Lesson
Easier data processing with Keras
TensorFlow Beginner 4y ago
Day 5-Understanding CNN &Impementation| Live Deep Learning Community Session
ML Fundamentals
Day 5-Understanding CNN &Impementation| Live Deep Learning Community Session
Krish Naik Beginner 4y ago
Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
ML Fundamentals
Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
MLOps.community Beginner 4y ago
Build a Deep Iris Detection Model using Python and Tensorflow | Keypoint Detection
ML Fundamentals
Build a Deep Iris Detection Model using Python and Tensorflow | Keypoint Detection
Nicholas Renotte Beginner 4y ago
Working with Python Operators, Data Types & Variables | Databytes | Python Basic Tutorial
ML Fundamentals โšก AI Lesson
Working with Python Operators, Data Types & Variables | Databytes | Python Basic Tutorial
DataCamp Beginner 4y ago
4 Essential Python Projects for Beginners in Data Science
ML Fundamentals
4 Essential Python Projects for Beginners in Data Science
365 Data Science Beginner 4y ago
Building a Personalized Recommendation System |  Machine Learning | Community Webinar
ML Fundamentals
Building a Personalized Recommendation System | Machine Learning | Community Webinar
Data Science Dojo Beginner 4y ago
The Three Elements of PyTorch
ML Fundamentals โšก AI Lesson
The Three Elements of PyTorch
Sebastian Raschka Beginner 4y ago
Spend More Time on ML, Less Time on Ops
ML Fundamentals โšก AI Lesson
Spend More Time on ML, Less Time on Ops
Weights & Biases Beginner 4y ago
Using Deep Learning To Make Computers Think Like Humans With All Star Joyce
ML Fundamentals
Using Deep Learning To Make Computers Think Like Humans With All Star Joyce
HackerRank Beginner 4y ago
Studying Machine Intelligence with Been Kim - #571
ML Fundamentals โšก AI Lesson
Studying Machine Intelligence with Been Kim - #571
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Deep Learning with TensorFlow - Course Reflection
ML Fundamentals โšก AI Lesson
Deep Learning with TensorFlow - Course Reflection
deeplizard Beginner 4y ago
The StatQuest Illustrated Guide To Machine Learning, Theme Song!!!
ML Fundamentals โšก AI Lesson
The StatQuest Illustrated Guide To Machine Learning, Theme Song!!!
StatQuest with Josh Starmer Beginner 4y ago
What lies ahead for Coursera and GITAM?
ML Fundamentals
What lies ahead for Coursera and GITAM?
Coursera Beginner 4y ago
How has Coursera impacted GITAM?
ML Fundamentals
How has Coursera impacted GITAM?
Coursera Beginner 4y ago
Jupyter Notebooks Are What You Need For Data Science
ML Fundamentals โšก AI Lesson
Jupyter Notebooks Are What You Need For Data Science
NeuralNine Beginner 4y ago
Build a Deep Face Detection Model with Python and Tensorflow | Full Course
ML Fundamentals โšก AI Lesson
Build a Deep Face Detection Model with Python and Tensorflow | Full Course
Nicholas Renotte Beginner 4y ago
Real-Time Processing with Apache Flink, Kafka, and Pinot //Jacob Tsafatinos // Coffee Sessions #97
ML Fundamentals
Real-Time Processing with Apache Flink, Kafka, and Pinot //Jacob Tsafatinos // Coffee Sessions #97
MLOps.community Beginner 4y ago
The StatQuest Introduction to PyTorch
ML Fundamentals โšก AI Lesson
The StatQuest Introduction to PyTorch
StatQuest with Josh Starmer Beginner 4y ago
I built the same model with TensorFlow and PyTorch | Which Framework is better?
ML Fundamentals โšก AI Lesson
I built the same model with TensorFlow and PyTorch | Which Framework is better?
Patrick Loeber Beginner 4y ago
A. I. Learns to Play Starcraft 2 (Reinforcement Learning)
ML Fundamentals
A. I. Learns to Play Starcraft 2 (Reinforcement Learning)
sentdex Beginner 4y ago
Adding Machine Learning to your developer toolbox
ML Fundamentals โšก AI Lesson
Adding Machine Learning to your developer toolbox
TensorFlow Beginner 4y ago
How to customize Machine Learning models the simple way
ML Fundamentals โšก AI Lesson
How to customize Machine Learning models the simple way
TensorFlow Beginner 4y ago
AI and Machine Learning for developers
ML Fundamentals โšก AI Lesson
AI and Machine Learning for developers
TensorFlow Beginner 4y ago
A journey to protect the Great Barrier Reef using Machine Learning
ML Fundamentals โšก AI Lesson
A journey to protect the Great Barrier Reef using Machine Learning
TensorFlow Beginner 4y ago
Python Machine Learning Tutorial | Centering And Scaling | Databytes
ML Fundamentals โšก AI Lesson
Python Machine Learning Tutorial | Centering And Scaling | Databytes
DataCamp Beginner 4y ago
Episode 1- Code Cash Show- Initiative To Give Back The Community
ML Fundamentals
Episode 1- Code Cash Show- Initiative To Give Back The Community
Krish Naik Beginner 4y ago
Day 4-Practical ANN Impementation| Live Deep Learning Community Session
ML Fundamentals
Day 4-Practical ANN Impementation| Live Deep Learning Community Session
Krish Naik Beginner 4y ago
Why did GITAM partner with Coursera?
ML Fundamentals
Why did GITAM partner with Coursera?
Coursera Beginner 4y ago
Pyscript|Run Python In Your HTML
ML Fundamentals
Pyscript|Run Python In Your HTML
Krish Naik Beginner 4y ago
Day 3- Optimizers And ANN Implementation| Live Deep Learning Community Session
ML Fundamentals
Day 3- Optimizers And ANN Implementation| Live Deep Learning Community Session
Krish Naik Beginner 4y ago
Day 2-Forward Propogation, Loss Functions, Chain Rule Of Derivatives|Deep Learning Live
ML Fundamentals
Day 2-Forward Propogation, Loss Functions, Chain Rule Of Derivatives|Deep Learning Live
Krish Naik Beginner 4y ago
Day 2- Live Deep Learning Community Sessions Announcement
ML Fundamentals
Day 2- Live Deep Learning Community Sessions Announcement
Krish Naik Beginner 4y ago
Day 1- Live  Deep Learning Community Session
ML Fundamentals
Day 1- Live Deep Learning Community Session
Krish Naik Beginner 4y ago
Deep Learning with PyTorch - Course Reflection
ML Fundamentals โšก AI Lesson
Deep Learning with PyTorch - Course Reflection
deeplizard Beginner 4y ago
FastAPI for Machine Learning // Sebastiรกn Ramรญrez // MLOps Coffee Sessions #96
ML Fundamentals
FastAPI for Machine Learning // Sebastiรกn Ramรญrez // MLOps Coffee Sessions #96
MLOps.community Beginner 4y ago
5 Days Live Deep Learning Community Session Announcement
ML Fundamentals
5 Days Live Deep Learning Community Session Announcement
Krish Naik Beginner 4y ago
Build a Comment Toxicity Model with Deep Learning and Python
ML Fundamentals
Build a Comment Toxicity Model with Deep Learning and Python
Nicholas Renotte Beginner 4y ago
Max Pooling vs No Max Pooling - Deep Learning Course
ML Fundamentals โšก AI Lesson
Max Pooling vs No Max Pooling - Deep Learning Course
deeplizard Beginner 4y ago
Build a Deep CNN Image Classifier with ANY Images
ML Fundamentals
Build a Deep CNN Image Classifier with ANY Images
Nicholas Renotte Beginner 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Integral Calculus and Numerical Analysis for Data Science
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Self-paced
Integral Calculus and Numerical Analysis for Data Science
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CUDA at Scale for the Enterprise
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Self-paced
CUDA at Scale for the Enterprise
Opens on Coursera โ†—
Classification and Planned Experiments
๐Ÿ“š Coursera Course โ†—
Self-paced
Classification and Planned Experiments
Opens on Coursera โ†—
Differential Equations and Applications
๐Ÿ“š Coursera Course โ†—
Self-paced
Differential Equations and Applications
Opens on Coursera โ†—
Attention Mechanism
๐Ÿ“š Coursera Course โ†—
Self-paced
Attention Mechanism
Opens on Coursera โ†—
Anรกlisis de documentos con servicios cognitivos de Azure
๐Ÿ“š Coursera Course โ†—
Self-paced
Anรกlisis de documentos con servicios cognitivos de Azure
Opens on Coursera โ†—