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
Artificial Intelligence (AI) vs Machine Learning vs Deep Learning vs Data Science
ML Fundamentals
Artificial Intelligence (AI) vs Machine Learning vs Deep Learning vs Data Science
codebasics Beginner 5y ago
Keras with TensorFlow Prerequisites - Getting Started With Neural Networks
ML Fundamentals ⚡ AI Lesson
Keras with TensorFlow Prerequisites - Getting Started With Neural Networks
deeplizard Beginner 5y ago
MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov
ML Fundamentals
MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov
MLOps.community Beginner 5y ago
YouTube Growth Tips, Content Creation - Bhavesh Bhatt, YouTuber (Data Science & Machine Learning) #7
ML Fundamentals
YouTube Growth Tips, Content Creation - Bhavesh Bhatt, YouTuber (Data Science & Machine Learning) #7
1littlecoder Beginner 5y ago
Data Science Portfolio Tips | Discussion with Ken Jee, Krish Naik, Codebasics and Data Professor
ML Fundamentals
Data Science Portfolio Tips | Discussion with Ken Jee, Krish Naik, Codebasics and Data Professor
Data Professor Beginner 5y ago
All Automated Machine Learning Libraries At One Place- Project From Subscribers
ML Fundamentals
All Automated Machine Learning Libraries At One Place- Project From Subscribers
Krish Naik Beginner 5y ago
Talks # 5: Parul Pandey: Data Science, Diversity and Kaggle
ML Fundamentals ⚡ AI Lesson
Talks # 5: Parul Pandey: Data Science, Diversity and Kaggle
Abhishek Thakur Beginner 5y ago
Going Serverless with Python | Real Python Podcast #14
ML Fundamentals
Going Serverless with Python | Real Python Podcast #14
Real Python Beginner 5y ago
Data Science & Machine Learning Project - Part 8 Deployment & Exercise | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 8 Deployment & Exercise | Image Classification
codebasics Beginner 5y ago
Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey
ML Fundamentals
Google Certified TensorFlow Developer | Learning Plan, Tips, FAQs & my Journey
Harshit Tyagi Beginner 5y ago
Powered by TensorFlow: Helping Médecins Sans Frontières staff prescribe antibiotics for infections
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Helping Médecins Sans Frontières staff prescribe antibiotics for infections
TensorFlow Beginner 5y ago
Peter Welinder — Deep Reinforcement Learning and Robotics
ML Fundamentals
Peter Welinder — Deep Reinforcement Learning and Robotics
Weights & Biases Beginner 5y ago
The Correct Guidance To Learn Deep Learning Techniques|Sharing My Experience
ML Fundamentals
The Correct Guidance To Learn Deep Learning Techniques|Sharing My Experience
Krish Naik Beginner 5y ago
Deep Learning Salon by Weights & Biases
ML Fundamentals ⚡ AI Lesson
Deep Learning Salon by Weights & Biases
Weights & Biases Beginner 5y ago
Machine Learning Foundations: Ep #8 - Tokenization for Natural Language Processing
ML Fundamentals
Machine Learning Foundations: Ep #8 - Tokenization for Natural Language Processing
Google for Developers Beginner 5y ago
Hidden Markov Model : Data Science Concepts
ML Fundamentals
Hidden Markov Model : Data Science Concepts
ritvikmath Beginner 5y ago
MLOps Coffee Sessions #1: Serving Models with Kubeflow
ML Fundamentals
MLOps Coffee Sessions #1: Serving Models with Kubeflow
MLOps.community Beginner 5y ago
Batch Norm in PyTorch - Add Normalization to Conv Net Layers
ML Fundamentals ⚡ AI Lesson
Batch Norm in PyTorch - Add Normalization to Conv Net Layers
deeplizard Beginner 5y ago
101 ways to solve search (by Pratik Bhavsar)
ML Fundamentals
101 ways to solve search (by Pratik Bhavsar)
Elvis Saravia Beginner 5y ago
Making Computers Intelligent
ML Fundamentals
Making Computers Intelligent
CS50 Beginner 5y ago
Jetson Xavier NX Developer Kit: The Next Leap in Edge Computing
ML Fundamentals
Jetson Xavier NX Developer Kit: The Next Leap in Edge Computing
NVIDIA Developer Beginner 5y ago
Pong, Python & Pygame 00 - Computerphile
ML Fundamentals ⚡ AI Lesson
Pong, Python & Pygame 00 - Computerphile
Computerphile Beginner 5y ago
How I passed the TensorFlow Developer Certification exam (and how you can too)
ML Fundamentals ⚡ AI Lesson
How I passed the TensorFlow Developer Certification exam (and how you can too)
Daniel Bourke Beginner 5y ago
Pytorch Seq2Seq with Attention for Machine Translation
ML Fundamentals
Pytorch Seq2Seq with Attention for Machine Translation
Aladdin Persson Beginner 5y ago
Classification Trees in Python from Start to Finish
ML Fundamentals
Classification Trees in Python from Start to Finish
StatQuest with Josh Starmer Beginner 5y ago
Deep Learning with PyTorch Live Course - Training Deep Neural Networks on GPUs (Part 3 of 6)
ML Fundamentals
Deep Learning with PyTorch Live Course - Training Deep Neural Networks on GPUs (Part 3 of 6)
freeCodeCamp.org Beginner 5y ago
Black Boxes Are Not Required
ML Fundamentals ⚡ AI Lesson
Black Boxes Are Not Required
Data Skeptic Beginner 5y ago
What Is a Data Warehouse?
ML Fundamentals
What Is a Data Warehouse?
365 Data Science Beginner 5y ago
AI vs Machine Learning vs Deep Learning vs Data Science
ML Fundamentals
AI vs Machine Learning vs Deep Learning vs Data Science
Nicholas Renotte Beginner 5y ago
Pytorch Seq2Seq Tutorial for Machine Translation
ML Fundamentals
Pytorch Seq2Seq Tutorial for Machine Translation
Aladdin Persson Beginner 5y ago
Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy
ML Fundamentals
Linear Algebra for Data Science Ep3 | Identity and Inverse Matrices | NumPy
Harshit Tyagi Beginner 5y ago
Data Science & Machine Learning Project - Part 7 Build Website | Image Classification
ML Fundamentals ⚡ AI Lesson
Data Science & Machine Learning Project - Part 7 Build Website | Image Classification
codebasics Beginner 5y ago
Data Science & Machine Learning Project - Part 6 Flask Server | Image Classification
ML Fundamentals
Data Science & Machine Learning Project - Part 6 Flask Server | Image Classification
codebasics Beginner 5y ago
Data Science & Machine Learning Project - Part 5 Training a Model | Image Classification
ML Fundamentals ⚡ AI Lesson
Data Science & Machine Learning Project - Part 5 Training a Model | Image Classification
codebasics Beginner 5y ago
Data Science & Machine Learning Project - Part 4 Feature Engineering | Image Classification
ML Fundamentals ⚡ AI Lesson
Data Science & Machine Learning Project - Part 4 Feature Engineering | Image Classification
codebasics Beginner 5y ago
Deploy Machine Learning Models Using StreamLit Library- Data Science
ML Fundamentals
Deploy Machine Learning Models Using StreamLit Library- Data Science
Krish Naik Beginner 5y ago
Hummingbird-Run Traditional Machine Learning model on Deep Neural Network frameworks-Data Science
ML Fundamentals
Hummingbird-Run Traditional Machine Learning model on Deep Neural Network frameworks-Data Science
Krish Naik Beginner 5y ago
Develop Your First Deep Learning End To End Project As A Beginner In Data Science in 30 minutes
ML Fundamentals
Develop Your First Deep Learning End To End Project As A Beginner In Data Science in 30 minutes
Krish Naik Beginner 5y ago
PyTorch Sequential Models - Neural Networks Made Easy
ML Fundamentals ⚡ AI Lesson
PyTorch Sequential Models - Neural Networks Made Easy
deeplizard Beginner 5y ago
How to Debug PyTorch Source Code - Deep Learning in Python
ML Fundamentals ⚡ AI Lesson
How to Debug PyTorch Source Code - Deep Learning in Python
deeplizard Beginner 5y ago
PyTorch DataLoader Source Code - Debugging Session
ML Fundamentals ⚡ AI Lesson
PyTorch DataLoader Source Code - Debugging Session
deeplizard Beginner 5y ago
All You Want To Know About Kaggle-  Podcast With Abhishek Thakur Kaggle Grandmaster- Give Away Books
ML Fundamentals
All You Want To Know About Kaggle- Podcast With Abhishek Thakur Kaggle Grandmaster- Give Away Books
Krish Naik Beginner 5y ago
Should We Learn All Data Science LifeCycle Even Though We Have Automated Libraries|Author Of PyCaret
ML Fundamentals
Should We Learn All Data Science LifeCycle Even Though We Have Automated Libraries|Author Of PyCaret
Krish Naik Beginner 5y ago
How To Read And Process Huge Datasets in Seconds Using Vaex Library| Data Science| Machine Learning
ML Fundamentals
How To Read And Process Huge Datasets in Seconds Using Vaex Library| Data Science| Machine Learning
Krish Naik Beginner 5y ago
Paper Review: Sequence to Sequence Learning with Neural Networks
ML Fundamentals
Paper Review: Sequence to Sequence Learning with Neural Networks
Aladdin Persson Beginner 5y ago
Perform Exploratory Data Analysis In Minutes- Data Science| Machine Learning
ML Fundamentals
Perform Exploratory Data Analysis In Minutes- Data Science| Machine Learning
Krish Naik Beginner 5y ago
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
ML Fundamentals ⚡ AI Lesson
PyTorch Dataset Normalization - torchvision.transforms.Normalize()
deeplizard Beginner 5y ago
Pytorch Torchtext Tutorial 3: From Textfiles to Dataset
ML Fundamentals
Pytorch Torchtext Tutorial 3: From Textfiles to Dataset
Aladdin Persson Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Computer Vision in Microsoft Azure
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Self-paced
Computer Vision in Microsoft Azure
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Calculus for Machine Learning and Data Science
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Calculus for Machine Learning and Data Science
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Four Rare Machine Learning Skills All Data Scientists Need
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Self-paced
Four Rare Machine Learning Skills All Data Scientists Need
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Data Analytics and Machine Learning for Big Data
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Self-paced
Data Analytics and Machine Learning for Big Data
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Foundations of Data Science and Machine Learning with Python
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Self-paced
Foundations of Data Science and Machine Learning with Python
Opens on Coursera ↗
Predict Baby Weight with TensorFlow on AI Platform
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Self-paced
Predict Baby Weight with TensorFlow on AI Platform
Opens on Coursera ↗