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
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
ML Fundamentals
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
Harshit Tyagi Beginner 5y ago
Successful Transition Story From Civil Engineer To A Data Scientist
ML Fundamentals
Successful Transition Story From Civil Engineer To A Data Scientist
Krish Naik Beginner 5y ago
Google Developers ML Summit
ML Fundamentals
Google Developers ML Summit
Google for Developers Beginner 5y ago
Linear Regression in Python | Data Science with Marco
ML Fundamentals ⚡ AI Lesson
Linear Regression in Python | Data Science with Marco
Data Science with Marco Beginner 5y ago
Live Q&A Data Science
ML Fundamentals
Live Q&A Data Science
Krish Naik Beginner 5y ago
Introduction to Energy-Based Learning | Yann LeCun Paper
ML Fundamentals ⚡ AI Lesson
Introduction to Energy-Based Learning | Yann LeCun Paper
What's AI by Louis-François Bouchard Beginner 5y ago
Machine Learning Foundations: Ep #4 - Coding with Convolutional Neural Networks
ML Fundamentals
Machine Learning Foundations: Ep #4 - Coding with Convolutional Neural Networks
Google for Developers Beginner 5y ago
Welcome to Weights & Biases - Introduction Walkthrough (2020)
ML Fundamentals
Welcome to Weights & Biases - Introduction Walkthrough (2020)
Weights & Biases Beginner 5y ago
Keras Installation and TensorFlow Integration
ML Fundamentals ⚡ AI Lesson
Keras Installation and TensorFlow Integration
deeplizard Beginner 5y ago
W&B Media Panel with Nicholas Bardy
ML Fundamentals
W&B Media Panel with Nicholas Bardy
Weights & Biases Beginner 5y ago
Data Scientist Job Descriptions: Glassdoor Analysis
ML Fundamentals ⚡ AI Lesson
Data Scientist Job Descriptions: Glassdoor Analysis
365 Data Science Beginner 5y ago
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions
ML Fundamentals
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions
sentdex Beginner 5y ago
Exponential Progress of AI: Moore's Law, Bitter Lesson, and the Future of Computation
ML Fundamentals
Exponential Progress of AI: Moore's Law, Bitter Lesson, and the Future of Computation
Lex Fridman Beginner 5y ago
Dawn Song: Adversarial Machine Learning and Computer Security | Lex Fridman Podcast #95
ML Fundamentals ⚡ AI Lesson
Dawn Song: Adversarial Machine Learning and Computer Security | Lex Fridman Podcast #95
Lex Fridman Beginner 5y ago
The power tower puzzle | Ep. 8 Lockdown live math
ML Fundamentals
The power tower puzzle | Ep. 8 Lockdown live math
3Blue1Brown Beginner 5y ago
Math For Data Science | Practical reasons to learn math for Machine/Deep Learning
ML Fundamentals
Math For Data Science | Practical reasons to learn math for Machine/Deep Learning
Harshit Tyagi Beginner 5y ago
Why do you need Automation in Machine Learning
ML Fundamentals
Why do you need Automation in Machine Learning
MLOps.community Beginner 5y ago
MLOps is an Organizational Problem Not a Tech Problem
ML Fundamentals
MLOps is an Organizational Problem Not a Tech Problem
MLOps.community Beginner 5y ago
Get a Master's in Data Science or Computer Science From Illinois
ML Fundamentals
Get a Master's in Data Science or Computer Science From Illinois
Coursera Beginner 5y ago
Oxford Social Impact Webinar - What is the New Normal for Impact Investing During Covid-19
ML Fundamentals
Oxford Social Impact Webinar - What is the New Normal for Impact Investing During Covid-19
Saïd Business School, University of Oxford Beginner 5y ago
Jay's Visual Intro to AI
ML Fundamentals
Jay's Visual Intro to AI
Jay Alammar Beginner 5y ago
Keras Prerequisites - Getting Started with Neural Networks
ML Fundamentals ⚡ AI Lesson
Keras Prerequisites - Getting Started with Neural Networks
deeplizard Beginner 5y ago
Becoming a Data Scientist (To PhD or not to PhD)
ML Fundamentals
Becoming a Data Scientist (To PhD or not to PhD)
Data Professor Beginner 5y ago
How to get programming experience without having a job | 5 Tips on getting real coding experience
ML Fundamentals ⚡ AI Lesson
How to get programming experience without having a job | 5 Tips on getting real coding experience
codebasics Beginner 5y ago
Pytorch Text Generator with character level LSTM
ML Fundamentals
Pytorch Text Generator with character level LSTM
Aladdin Persson Beginner 5y ago
Pytorch Bidirectional LSTM example
ML Fundamentals
Pytorch Bidirectional LSTM example
Aladdin Persson Beginner 5y ago
Webinar: Financial Aid for the Bachelor of Applied Arts and Sciences (B.A.A.S.) degree
ML Fundamentals
Webinar: Financial Aid for the Bachelor of Applied Arts and Sciences (B.A.A.S.) degree
Coursera Beginner 5y ago
Docker Tutorial 3-Deploying Machine Learning Models Using Flask And Flasgger
ML Fundamentals
Docker Tutorial 3-Deploying Machine Learning Models Using Flask And Flasgger
Krish Naik Beginner 5y ago
Successful Transition Story From Mechanical Engineer To A Data Scientist
ML Fundamentals
Successful Transition Story From Mechanical Engineer To A Data Scientist
Krish Naik Beginner 5y ago
Privacy-Preserving Machine Learning with Gharib Gharibi
ML Fundamentals
Privacy-Preserving Machine Learning with Gharib Gharibi
Weights & Biases Beginner 5y ago
Docker Tutorial 1- Why and What is Docker, Dockers Containers, Virtualization In Machine Learning
ML Fundamentals
Docker Tutorial 1- Why and What is Docker, Dockers Containers, Virtualization In Machine Learning
Krish Naik Beginner 5y ago
Gradient Boosting Complete Maths Indepth Intuiton Explained| Machine Learning- Part2
ML Fundamentals
Gradient Boosting Complete Maths Indepth Intuiton Explained| Machine Learning- Part2
Krish Naik Beginner 5y ago
Machine Learning Foundations: Ep #3 - Convolutions and pooling
ML Fundamentals
Machine Learning Foundations: Ep #3 - Convolutions and pooling
Google for Developers Beginner 5y ago
Neural Network 3d Visualization Framework- Deep Learning
ML Fundamentals
Neural Network 3d Visualization Framework- Deep Learning
Krish Naik Beginner 5y ago
Deep Learning Salon by Weights & Biases
ML Fundamentals
Deep Learning Salon by Weights & Biases
Weights & Biases Beginner 5y ago
Develop your Neural Network Like A Google Deep Learning Developer
ML Fundamentals
Develop your Neural Network Like A Google Deep Learning Developer
Krish Naik Beginner 5y ago
10 Years Deploying ML in the Enterprise: The Inside Scoop! // Charles Martin // MLOps meetup #9
ML Fundamentals
10 Years Deploying ML in the Enterprise: The Inside Scoop! // Charles Martin // MLOps meetup #9
MLOps.community Beginner 5y ago
Case Study of when things go wrong in ML
ML Fundamentals ⚡ AI Lesson
Case Study of when things go wrong in ML
MLOps.community Beginner 5y ago
Gradient Boosting In Depth Intuition- Part 1 Machine Learning
ML Fundamentals
Gradient Boosting In Depth Intuition- Part 1 Machine Learning
Krish Naik Beginner 5y ago
Monitoring for ML concept drift in a Covid Era
ML Fundamentals ⚡ AI Lesson
Monitoring for ML concept drift in a Covid Era
MLOps.community Beginner 5y ago
Have you really thought this ML platform through?
ML Fundamentals ⚡ AI Lesson
Have you really thought this ML platform through?
MLOps.community Beginner 5y ago
100% 0pen sourced ML pipeline \\ MLOps open sourced
ML Fundamentals
100% 0pen sourced ML pipeline \\ MLOps open sourced
MLOps.community Beginner 5y ago
Language or Vision - What's Harder? (Ilya Sutskever) | AI Podcast Clips
ML Fundamentals
Language or Vision - What's Harder? (Ilya Sutskever) | AI Podcast Clips
Lex Fridman Beginner 5y ago
Implementing Word Embedding Using Keras- NLP | Deep Learning
ML Fundamentals
Implementing Word Embedding Using Keras- NLP | Deep Learning
Krish Naik Beginner 5y ago
Computer vision by building a neural network with TensorFlow | Machine Learning Foundations
ML Fundamentals
Computer vision by building a neural network with TensorFlow | Machine Learning Foundations
Google for Developers Beginner 5y ago
Machine Learning Challenge Or Competition For EveryOne Ft: Ineuron
ML Fundamentals
Machine Learning Challenge Or Competition For EveryOne Ft: Ineuron
Krish Naik Beginner 5y ago
Ilya Sutskever: Deep Learning | Lex Fridman Podcast #94
ML Fundamentals ⚡ AI Lesson
Ilya Sutskever: Deep Learning | Lex Fridman Podcast #94
Lex Fridman Beginner 5y ago
Pytorch RNN example (Recurrent Neural Network)
ML Fundamentals ⚡ AI Lesson
Pytorch RNN example (Recurrent Neural Network)
Aladdin Persson Beginner 5y ago
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Modeling Time Series and Sequential Data
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Modeling Time Series and Sequential Data
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Machine Learning with Python: Build & Optimize
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Machine Learning with Python: Build & Optimize
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Recommender Systems: An Applied Approach using Deep Learning
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Recommender Systems: An Applied Approach using Deep Learning
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Machine Learning in Production
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Machine Learning in Production
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Device-based Models with TensorFlow Lite
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Device-based Models with TensorFlow Lite
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Machine Learning Projects in R with Caret
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Machine Learning Projects in R with Caret
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