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
[old version] Track Your Keras Machine Learning Experiments with Weights & Biases
ML Fundamentals
[old version] Track Your Keras Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
How to get started with AI Art using MidJourney - Prompt engineering and tips & tricks
ML Fundamentals
How to get started with AI Art using MidJourney - Prompt engineering and tips & tricks
Aladdin Persson Beginner 3y ago
Cracking Data Science Interview Is Easy By This Approach!! Solve this Problem
ML Fundamentals
Cracking Data Science Interview Is Easy By This Approach!! Solve this Problem
Krish Naik Beginner 3y ago
Just Watch!!
ML Fundamentals
Just Watch!!
Krish Naik Beginner 3y ago
Building a Neural Network with PyTorch in 15 Minutes | Coding Challenge
ML Fundamentals
Building a Neural Network with PyTorch in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
#101 How Real-Time Data Accelerates Business Outcomes (with George Trujillo)
ML Fundamentals
#101 How Real-Time Data Accelerates Business Outcomes (with George Trujillo)
DataCamp Beginner 3y ago
This is the EASY way to FIX IMBALANCED Machine Learning DATASETS #shorts
ML Fundamentals
This is the EASY way to FIX IMBALANCED Machine Learning DATASETS #shorts
Nicholas Renotte Beginner 3y ago
Early Stopping. The Most Popular Regularization Technique In Machine Learning.
ML Fundamentals
Early Stopping. The Most Popular Regularization Technique In Machine Learning.
Underfitted Beginner 3y ago
Intro to Natural Language Processing (NLP)
ML Fundamentals ⚡ AI Lesson
Intro to Natural Language Processing (NLP)
deeplizard Beginner 3y ago
From Expectations to Synthetic Data Generation // Fabiana Clemente // MLOps  Meetup #109
ML Fundamentals ⚡ AI Lesson
From Expectations to Synthetic Data Generation // Fabiana Clemente // MLOps Meetup #109
MLOps.community Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 3. Deep Neural Networks
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 3. Deep Neural Networks
1littlecoder Beginner 3y ago
DataCamp Recruit: A better way to hire data professionals
ML Fundamentals ⚡ AI Lesson
DataCamp Recruit: A better way to hire data professionals
DataCamp Beginner 3y ago
NLP Intro For Text - Sentiment Analysis With Deep Learning - Course Overview
ML Fundamentals ⚡ AI Lesson
NLP Intro For Text - Sentiment Analysis With Deep Learning - Course Overview
deeplizard Beginner 3y ago
The spelled-out intro to neural networks and backpropagation: building micrograd
ML Fundamentals ⚡ AI Lesson
The spelled-out intro to neural networks and backpropagation: building micrograd
Andrej Karpathy Beginner 3y ago
Learn machine learning EASILY and FREE👩‍💻 #technology #programming #software #machinelearning
0:34
ML Fundamentals ⚡ AI Lesson
Learn machine learning EASILY and FREE👩‍💻 #technology #programming #software #machinelearning
Coding with Lewis Beginner 3y ago
Data Science Uncut - Data Shootout Kaggle Competition (Aug 1 2022 Stream)
ML Fundamentals
Data Science Uncut - Data Shootout Kaggle Competition (Aug 1 2022 Stream)
Rob Mulla Beginner 3y ago
How to Optimize PPC Campaigns for Specific Conversions & Account Goal Settings - 2022 Tutorial
ML Fundamentals ⚡ AI Lesson
How to Optimize PPC Campaigns for Specific Conversions & Account Goal Settings - 2022 Tutorial
Ray Sawvell Beginner 3y ago
TikTok Attribution Manager
ML Fundamentals
TikTok Attribution Manager
Paid Media Pros Beginner 3y ago
NVIDIA NeuralVDB Brings AI and GPU Optimization to OpenVDB
ML Fundamentals
NVIDIA NeuralVDB Brings AI and GPU Optimization to OpenVDB
NVIDIA Developer Beginner 3y ago
Introduction To Autoencoders In Machine Learning.
ML Fundamentals
Introduction To Autoencoders In Machine Learning.
Underfitted Beginner 3y ago
Self-/Unsupervised GNN Training
ML Fundamentals ⚡ AI Lesson
Self-/Unsupervised GNN Training
DeepFindr Beginner 3y ago
Writing Code in Jupyter Notebooks #shorts
ML Fundamentals ⚡ AI Lesson
Writing Code in Jupyter Notebooks #shorts
Jay Alammar Beginner 3y ago
Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113
ML Fundamentals
Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113
MLOps.community Beginner 3y ago
Advanced features on TensorFlow Serving
ML Fundamentals ⚡ AI Lesson
Advanced features on TensorFlow Serving
TensorFlow Beginner 3y ago
Accelerating Your AI Career
ML Fundamentals
Accelerating Your AI Career
DeepLearningAI Beginner 3y ago
L13.5 What's The Difference Between Cross-Correlation And Convolution?
ML Fundamentals
L13.5 What's The Difference Between Cross-Correlation And Convolution?
Sebastian Raschka Beginner 3y ago
TensorFlow in 100 Seconds
ML Fundamentals
TensorFlow in 100 Seconds
Fireship Beginner 3y ago
#Tutorial 3 || Snapchat Filter in Machine Learning|| Machine Learning for the kids ||
ML Fundamentals
#Tutorial 3 || Snapchat Filter in Machine Learning|| Machine Learning for the kids ||
Code For Kids Beginner 3y ago
Quick CheatSheet To Prepare For Statistics For Data Analyst And Data Scientist
ML Fundamentals
Quick CheatSheet To Prepare For Statistics For Data Analyst And Data Scientist
Krish Naik Beginner 3y ago
How To Get 1cr Data Scientist Package?
ML Fundamentals
How To Get 1cr Data Scientist Package?
Krish Naik Beginner 3y ago
Data Science Mock Interview iNeuron FSDS Batch With Feedbacks
ML Fundamentals
Data Science Mock Interview iNeuron FSDS Batch With Feedbacks
Krish Naik Beginner 3y ago
Machine Learning Classification with Python....BUT AUTOMATED?!
ML Fundamentals
Machine Learning Classification with Python....BUT AUTOMATED?!
Nicholas Renotte Beginner 3y ago
Building the Gradient Descent Algorithm in 15 Minutes | Coding Challenge
ML Fundamentals
Building the Gradient Descent Algorithm in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Day 11-Advance NLP Series-Bidirectional LSTM Intuition And Implementation Deep Learning|Krish Naik
ML Fundamentals
Day 11-Advance NLP Series-Bidirectional LSTM Intuition And Implementation Deep Learning|Krish Naik
Krish Naik Beginner 3y ago
Building regression MACHINE LEARNING models but in 7 automated lines of code?!?
ML Fundamentals
Building regression MACHINE LEARNING models but in 7 automated lines of code?!?
Nicholas Renotte Beginner 3y ago
Tons of Machine Learning FEATURE data? Try this!
ML Fundamentals
Tons of Machine Learning FEATURE data? Try this!
Nicholas Renotte Beginner 3y ago
Why is it called "DEEP" Learning? 🤔🧠 - Topic 009 #ai #ml
ML Fundamentals ⚡ AI Lesson
Why is it called "DEEP" Learning? 🤔🧠 - Topic 009 #ai #ml
deeplizard Beginner 3y ago
How I Easily Optimized My Blogging Website In Minutes With 10Web Booster
ML Fundamentals
How I Easily Optimized My Blogging Website In Minutes With 10Web Booster
Krish Naik Beginner 3y ago
Deep Learning Defined for Beginners 🧠📘 - Topic 008 #ai #ml
ML Fundamentals ⚡ AI Lesson
Deep Learning Defined for Beginners 🧠📘 - Topic 008 #ai #ml
deeplizard Beginner 3y ago
AUTOMATED calculus in Tensorflow with Python?
ML Fundamentals ⚡ AI Lesson
AUTOMATED calculus in Tensorflow with Python?
Nicholas Renotte Beginner 3y ago
Machine Learning Defined for Beginners 🤖📘 - Topic 007 #ai #ml
ML Fundamentals ⚡ AI Lesson
Machine Learning Defined for Beginners 🤖📘 - Topic 007 #ai #ml
deeplizard Beginner 3y ago
Building a Machine Learning API in 15 Minutes | Coding Challenge
ML Fundamentals
Building a Machine Learning API in 15 Minutes | Coding Challenge
Nicholas Renotte Beginner 3y ago
Artificial Intelligence Defined for Beginners 🤖📚 - Topic 006 #ai #ml
ML Fundamentals ⚡ AI Lesson
Artificial Intelligence Defined for Beginners 🤖📚 - Topic 006 #ai #ml
deeplizard Beginner 3y ago
The foundation of ALL DEEP LEARNING...np.matmul
ML Fundamentals ⚡ AI Lesson
The foundation of ALL DEEP LEARNING...np.matmul
Nicholas Renotte Beginner 3y ago
DL ⊆ ML ⊆ AI: Understanding the Connection 📊🧠 - Topic 005 #ai #ml #deeplearning
ML Fundamentals ⚡ AI Lesson
DL ⊆ ML ⊆ AI: Understanding the Connection 📊🧠 - Topic 005 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Deep Learning 101: What's Inside for Newbies?🚪🧠 - Topic 004 #ai #ml #deeplearning
ML Fundamentals ⚡ AI Lesson
Deep Learning 101: What's Inside for Newbies?🚪🧠 - Topic 004 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Exploring Deep Learning: 4 Core Applications 🗺️🧠 - Topic 003 #ai
ML Fundamentals ⚡ AI Lesson
Exploring Deep Learning: 4 Core Applications 🗺️🧠 - Topic 003 #ai
deeplizard Beginner 3y ago
Earliest and Most Popular Use of Deep Learning 🕰️🔥 - Topic 002 #ai
ML Fundamentals ⚡ AI Lesson
Earliest and Most Popular Use of Deep Learning 🕰️🔥 - Topic 002 #ai
deeplizard Beginner 3y ago
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Machine Learning Rapid Prototyping with IBM Watson Studio
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Machine Learning Rapid Prototyping with IBM Watson Studio
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ML Concepts, Models & Workflow Essentials
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ML Concepts, Models & Workflow Essentials
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Introduction to AI for Beginners
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Introduction to AI for Beginners
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Advanced Linear Models for Data Science 1: Least Squares
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Self-paced
Advanced Linear Models for Data Science 1: Least Squares
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Physics 101 - Rotational Motion and Gravitation
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Self-paced
Physics 101 - Rotational Motion and Gravitation
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ISO/IEC 22989:2023 An Introduction to the Fundamentals of AI
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Self-paced
ISO/IEC 22989:2023 An Introduction to the Fundamentals of AI
Opens on Coursera ↗