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
AI and Machine Learning for developers
ML Fundamentals ⚡ AI Lesson
AI and Machine Learning for developers
TensorFlow Beginner 4y ago
Transfer learning in JavaScript with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Transfer learning in JavaScript with TensorFlow.js
TensorFlow Intermediate 4y ago
Working with Python Operators, Data Types & Variables | Databytes | Python Basic Tutorial
ML Fundamentals ⚡ 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 ⚡ AI Lesson
The Three Elements of PyTorch
Sebastian Raschka Beginner 4y ago
Spend More Time on ML, Less Time on Ops
ML Fundamentals ⚡ 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
Python Machine Learning Tutorial | Centering And Scaling | Databytes
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial | Centering And Scaling | Databytes
DataCamp Beginner 4y ago
Studying Machine Intelligence with Been Kim - #571
ML Fundamentals ⚡ 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 ⚡ AI Lesson
Deep Learning with TensorFlow - Course Reflection
deeplizard Beginner 4y ago
The StatQuest Illustrated Guide To Machine Learning, Theme Song!!!
ML Fundamentals ⚡ AI Lesson
The StatQuest Illustrated Guide To Machine Learning, Theme Song!!!
StatQuest with Josh Starmer 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
Why leaders come on the Oxford High Performance Leadership Programme
ML Fundamentals
Why leaders come on the Oxford High Performance Leadership Programme
Saïd Business School, University of Oxford Advanced 4y ago
Oxford High Performance Leadership Programme - Karen Chan
ML Fundamentals
Oxford High Performance Leadership Programme - Karen Chan
Saïd Business School, University of Oxford Advanced 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
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 ⚡ 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 ⚡ 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
Python Plays GTA V: Reboot - Announcement
ML Fundamentals
Python Plays GTA V: Reboot - Announcement
sentdex Advanced 4y ago
Deep Learning with PyTorch - Course Reflection
ML Fundamentals ⚡ AI Lesson
Deep Learning with PyTorch - Course Reflection
deeplizard Beginner 4y ago
FastAPI for Machine Learning // Sebastián Ramírez // MLOps Coffee Sessions #96
ML Fundamentals
FastAPI for Machine Learning // Sebastián Ramírez // MLOps Coffee Sessions #96
MLOps.community Beginner 4y 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 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
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 4y ago
The StatQuest Introduction to PyTorch
ML Fundamentals ⚡ 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 ⚡ 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
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 4y ago
Product fairness testing for Machine Learning developers
ML Fundamentals ⚡ AI Lesson
Product fairness testing for Machine Learning developers
TensorFlow Intermediate 4y ago
A journey to protect the Great Barrier Reef using Machine Learning
ML Fundamentals ⚡ AI Lesson
A journey to protect the Great Barrier Reef using Machine Learning
TensorFlow Beginner 4y ago
Oxford High Performance Leadership - Susanna Pertl
ML Fundamentals
Oxford High Performance Leadership - Susanna Pertl
Saïd Business School, University of Oxford Advanced 4y ago
Oxford High Performance Leadership - Chris Hill
ML Fundamentals
Oxford High Performance Leadership - Chris Hill
Saïd Business School, University of Oxford Advanced 4y 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 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
5 Days Live Deep Learning Community Session Announcement
ML Fundamentals
5 Days Live Deep Learning Community Session Announcement
Krish Naik Beginner 4y ago
3 Reasons Why Elon Musk Bought Twitter
ML Fundamentals
3 Reasons Why Elon Musk Bought Twitter
Krish Naik Intermediate 4y ago
Importance Of POC Projects For Data Science Transition
ML Fundamentals
Importance Of POC Projects For Data Science Transition
Krish Naik Intermediate 4y 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 4y ago
Max Pooling vs No Max Pooling - Deep Learning Course
ML Fundamentals ⚡ 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
📚 Coursera Courses Opens on Coursera · Free to audit
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Machine Learning: Random Forest with Python from Scratch©
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Self-paced
Machine Learning: Random Forest with Python from Scratch©
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Advanced Semantic Processing
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Self-paced
Advanced Semantic Processing
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Preparing Images for AI Models
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Preparing Images for AI Models
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Data Balancing with Gen AI: Credit Card Fraud Detection
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Self-paced
Data Balancing with Gen AI: Credit Card Fraud Detection
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Data Science Decisions in Time: Using Causal Information
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Self-paced
Data Science Decisions in Time: Using Causal Information
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Introduction to Linear Algebra
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Self-paced
Introduction to Linear Algebra
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