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
Finish Work Faster with Acer Nitro 5 equipped with NVIDIA GeForce RTX 3060
ML Fundamentals
Finish Work Faster with Acer Nitro 5 equipped with NVIDIA GeForce RTX 3060
Krish Naik Beginner 4y ago
Live Day 2- Basic To Intermediate Statistics
ML Fundamentals
Live Day 2- Basic To Intermediate Statistics
Krish Naik Intermediate 4y ago
Yann LeCun: Dark Matter of Intelligence and Self-Supervised Learning | Lex Fridman Podcast #258
ML Fundamentals
Yann LeCun: Dark Matter of Intelligence and Self-Supervised Learning | Lex Fridman Podcast #258
Lex Fridman Beginner 4y ago
JAX MD: A Framework for Differentiable Atomistic Physics
ML Fundamentals ⚡ AI Lesson
JAX MD: A Framework for Differentiable Atomistic Physics
Weights & Biases Advanced 4y ago
Introduction to NVIDIA DOCA Module #1: DOCA Demystified
ML Fundamentals
Introduction to NVIDIA DOCA Module #1: DOCA Demystified
NVIDIA Developer Beginner 4y ago
How to Learn Data Science as a Beginner
ML Fundamentals
How to Learn Data Science as a Beginner
365 Data Science Beginner 4y ago
Unsupervised Speech Enhancement
ML Fundamentals
Unsupervised Speech Enhancement
Microsoft Research Beginner 4y ago
Part 6: Finding the Nullspace: Solving Ax = 0 by Elimination
ML Fundamentals
Part 6: Finding the Nullspace: Solving Ax = 0 by Elimination
MIT OpenCourseWare Intermediate 4y ago
PyTorch Turns 5!
ML Fundamentals
PyTorch Turns 5!
PyTorch Beginner 4y ago
Song Popularity Prediction EDA with Martin Henze (Heads or Tails)
ML Fundamentals ⚡ AI Lesson
Song Popularity Prediction EDA with Martin Henze (Heads or Tails)
Abhishek Thakur Beginner 4y ago
ML4Audio - pyctcdecode: A simple and fast speech-to-text prediction decoding algorithm
ML Fundamentals ⚡ AI Lesson
ML4Audio - pyctcdecode: A simple and fast speech-to-text prediction decoding algorithm
HuggingFace Beginner 4y ago
Gradio Course - Create User Interfaces for Machine Learning Models
ML Fundamentals ⚡ AI Lesson
Gradio Course - Create User Interfaces for Machine Learning Models
freeCodeCamp.org Beginner 4y ago
Federated Learning: Machine Learning on the Edge // Varun Kumar Khare // Reading group #3
ML Fundamentals ⚡ AI Lesson
Federated Learning: Machine Learning on the Edge // Varun Kumar Khare // Reading group #3
MLOps.community Beginner 4y ago
Does Model Performance Even Matter?
ML Fundamentals ⚡ AI Lesson
Does Model Performance Even Matter?
ritvikmath Advanced 4y ago
Deep Learning Fundamentals Course Intro - Premium Edition
ML Fundamentals ⚡ AI Lesson
Deep Learning Fundamentals Course Intro - Premium Edition
deeplizard Beginner 4y ago
Recurrent Neural Networks (RNNs) Explained - Deep Learning
ML Fundamentals
Recurrent Neural Networks (RNNs) Explained - Deep Learning
AssemblyAI Beginner 4y ago
The Exponential Distribution
ML Fundamentals
The Exponential Distribution
StatQuest with Josh Starmer Beginner 4y ago
The mean, the median, and the mode.
ML Fundamentals
The mean, the median, and the mode.
StatQuest with Josh Starmer Beginner 4y ago
Masters in Financial Economics | Oxford Saïd Business School
ML Fundamentals ⚡ AI Lesson
Masters in Financial Economics | Oxford Saïd Business School
Saïd Business School, University of Oxford Advanced 4y ago
Just Build It! Tips for Making ML Engineering and MLOps Real // Andy McMahon // MLOps Meetup #91
ML Fundamentals ⚡ AI Lesson
Just Build It! Tips for Making ML Engineering and MLOps Real // Andy McMahon // MLOps Meetup #91
MLOps.community Intermediate 4y ago
Automating VS Code Snippets with Python
ML Fundamentals
Automating VS Code Snippets with Python
Automata Learning Lab Intermediate 4y ago
New AI: Next Level Video Editing! 🤯
ML Fundamentals
New AI: Next Level Video Editing! 🤯
Two Minute Papers Beginner 4y ago
Front End and Back End Technologies in Web development | Java , Node JS , Phython | Entri
ML Fundamentals
Front End and Back End Technologies in Web development | Java , Node JS , Phython | Entri
Entri Coding മലയാളം Beginner 4y ago
Three Vectors of Artificial Intelligence and Machine Learning
ML Fundamentals
Three Vectors of Artificial Intelligence and Machine Learning
The New Stack Beginner 4y ago
Photos Go In, Reality Comes Out…And Fast! 🌁
ML Fundamentals
Photos Go In, Reality Comes Out…And Fast! 🌁
Two Minute Papers Beginner 4y ago
Bias and Variance for Machine Learning | Deep Learning
ML Fundamentals
Bias and Variance for Machine Learning | Deep Learning
AssemblyAI Beginner 4y ago
Learn Code Python Data Science on iPad Free | TinkerStellar iOS App for Machine learning
ML Fundamentals
Learn Code Python Data Science on iPad Free | TinkerStellar iOS App for Machine learning
1littlecoder Beginner 4y ago
The Fundamental Problem with Neural Networks - Vanishing Gradients
ML Fundamentals
The Fundamental Problem with Neural Networks - Vanishing Gradients
ritvikmath Beginner 4y ago
The Only Data Science Explanation You Need
ML Fundamentals
The Only Data Science Explanation You Need
Ken Jee Beginner 4y ago
When you read a graph WRONG! #shorts
ML Fundamentals ⚡ AI Lesson
When you read a graph WRONG! #shorts
CodeEmporium Intermediate 4y ago
If you want to learn Machine Learning in 2022, start here. #technology #programming #software
ML Fundamentals
If you want to learn Machine Learning in 2022, start here. #technology #programming #software
Coding with Lewis Beginner 4y ago
NEW Deep Learning Courses - Early Access Available!
ML Fundamentals ⚡ AI Lesson
NEW Deep Learning Courses - Early Access Available!
deeplizard Beginner 4y ago
Layers of Full Stack Developement | Free programing Classes in Malayalam | Entri
ML Fundamentals
Layers of Full Stack Developement | Free programing Classes in Malayalam | Entri
Entri Coding മലയാളം Beginner 4y ago
13.4.5 Sequential Feature Selection -- Code Examples (L13: Feature Selection)
ML Fundamentals
13.4.5 Sequential Feature Selection -- Code Examples (L13: Feature Selection)
Sebastian Raschka Beginner 4y ago
Full Self-Driving is HARD! Analyzing Elon Musk re: Tesla Autopilot on Lex Fridman's Podcast
ML Fundamentals
Full Self-Driving is HARD! Analyzing Elon Musk re: Tesla Autopilot on Lex Fridman's Podcast
Yannic Kilcher Beginner 4y ago
13.4.4 Sequential Feature Selection (L13: Feature Selection)
ML Fundamentals
13.4.4 Sequential Feature Selection (L13: Feature Selection)
Sebastian Raschka Beginner 4y ago
Important Components In A Drone
ML Fundamentals
Important Components In A Drone
Krish Naik Intermediate 4y ago
Live Day 1- Introduction To statistics In Data Science
ML Fundamentals
Live Day 1- Introduction To statistics In Data Science
Krish Naik Beginner 4y ago
We Use Stats Everywhere!!
ML Fundamentals
We Use Stats Everywhere!!
Krish Naik Intermediate 4y ago
iNeuron New Office Tour 2022
ML Fundamentals
iNeuron New Office Tour 2022
Krish Naik Intermediate 4y ago
Designing Drones For Programming
ML Fundamentals
Designing Drones For Programming
Krish Naik Intermediate 4y ago
AI In Hardware
ML Fundamentals
AI In Hardware
Krish Naik Intermediate 4y ago
Road From 0-500K Subscribers-Special Video
ML Fundamentals
Road From 0-500K Subscribers-Special Video
Krish Naik Intermediate 4y ago
Covariance,Pearson Correlation And Spearman Correlation Coefficient With Real World Examples
ML Fundamentals
Covariance,Pearson Correlation And Spearman Correlation Coefficient With Real World Examples
Krish Naik Intermediate 4y ago
All The Job Offers That I Had In My Career
ML Fundamentals
All The Job Offers That I Had In My Career
Krish Naik Intermediate 4y ago
Complete Roadmap For Becoming A Blockchain Developer In 2022
ML Fundamentals
Complete Roadmap For Becoming A Blockchain Developer In 2022
Krish Naik Intermediate 4y ago
On Structuring an ML Platform 1 Pizza Team //Breno Costa & Matheus Frata //MLOps Coffee Sessions #73
ML Fundamentals ⚡ AI Lesson
On Structuring an ML Platform 1 Pizza Team //Breno Costa & Matheus Frata //MLOps Coffee Sessions #73
MLOps.community Beginner 4y ago
Regularization - Data Augmentation
ML Fundamentals ⚡ AI Lesson
Regularization - Data Augmentation
AssemblyAI Beginner 4y ago
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Building a Large-Scale, Automated Forecasting System
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