Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12,193
lessons
Skills in this topic
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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
New to Deep Learning? ๐Ÿง ๐Ÿ’กStart Here! ๐Ÿ‘‰๐Ÿš€ - Topic 001 #ai #ml #deeplearning
ML Fundamentals โšก AI Lesson
New to Deep Learning? ๐Ÿง ๐Ÿ’กStart Here! ๐Ÿ‘‰๐Ÿš€ - Topic 001 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 2. Deployments of Deep Learning
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 2. Deployments of Deep Learning
1littlecoder Beginner 3y ago
# Tutorial 2 || Machine Learning for kids | Smart Home Automation | Turn On the Fan
ML Fundamentals
# Tutorial 2 || Machine Learning for kids | Smart Home Automation | Turn On the Fan
Code For Kids Beginner 3y ago
Introduction to Adversarial Validation In Machine Learning.
ML Fundamentals
Introduction to Adversarial Validation In Machine Learning.
Underfitted Beginner 3y ago
Relu Activation Function - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Relu Activation Function - Deep Learning Dictionary
deeplizard Beginner 3y ago
Argo Workflows // Kemal Tugrul Yesilbek // MLOps  Meetup #108
ML Fundamentals โšก AI Lesson
Argo Workflows // Kemal Tugrul Yesilbek // MLOps Meetup #108
MLOps.community Beginner 3y ago
The truth about AI and why you should learn it - Computerphile explains
ML Fundamentals โšก AI Lesson
The truth about AI and why you should learn it - Computerphile explains
David Bombal Beginner 3y ago
How digital assistants like Siri work #shorts
ML Fundamentals
How digital assistants like Siri work #shorts
Jay Alammar Beginner 3y ago
Coming up with Data Science and Machine Learning Project IDEAS!
ML Fundamentals
Coming up with Data Science and Machine Learning Project IDEAS!
Nicholas Renotte Beginner 3y ago
3D MRI brain segmentation - Made with TensorFlow.js
ML Fundamentals โšก AI Lesson
3D MRI brain segmentation - Made with TensorFlow.js
TensorFlow Beginner 3y ago
Likelihood Estimation - THE MATH YOU SHOULD KNOW!
ML Fundamentals โšก AI Lesson
Likelihood Estimation - THE MATH YOU SHOULD KNOW!
CodeEmporium Beginner 3y ago
Optimizing Model Deployments with Triton Model Analyzer
ML Fundamentals โšก AI Lesson
Optimizing Model Deployments with Triton Model Analyzer
NVIDIA Developer Beginner 3y ago
Shirley Chisholm: Crash Course Black American History #43
ML Fundamentals
Shirley Chisholm: Crash Course Black American History #43
CrashCourse Beginner 3y ago
You can AUTOMATE machine learning with this package
ML Fundamentals โšก AI Lesson
You can AUTOMATE machine learning with this package
Nicholas Renotte Beginner 3y ago
Code Study with Me - Fast.AI's Deep Learning Course - 1. Getting Started
ML Fundamentals
Code Study with Me - Fast.AI's Deep Learning Course - 1. Getting Started
1littlecoder Beginner 3y ago
Don't Replace Missing Values In Your Dataset.
ML Fundamentals
Don't Replace Missing Values In Your Dataset.
Underfitted Beginner 3y ago
User Perceptions of Problematic Ads
ML Fundamentals โšก AI Lesson
User Perceptions of Problematic Ads
Data Skeptic Beginner 3y ago
Learn PyTorch for deep learning in a day. Literally.
ML Fundamentals
Learn PyTorch for deep learning in a day. Literally.
Daniel Bourke Beginner 3y ago
Neural Networks explained in 60 seconds!
ML Fundamentals
Neural Networks explained in 60 seconds!
AssemblyAI Beginner 3y ago
Should you learn Python for Machine Learning?
ML Fundamentals
Should you learn Python for Machine Learning?
AssemblyAI Beginner 3y ago
Think Like a Computer Science Professor
ML Fundamentals โšก AI Lesson
Think Like a Computer Science Professor
freeCodeCamp.org Beginner 3y ago
Does a Deep Learning Laptop Exist? - Tensorbook Review
ML Fundamentals
Does a Deep Learning Laptop Exist? - Tensorbook Review
sentdex Beginner 3y ago
Blockchain Hackathon 5.0 In Collaboration With Neo @iNeuroniNtelligence  @Telusko
ML Fundamentals
Blockchain Hackathon 5.0 In Collaboration With Neo @iNeuroniNtelligence @Telusko
Krish Naik Beginner 3y ago
What is data science?
ML Fundamentals โšก AI Lesson
What is data science?
Data Science with Marco Beginner 3y ago
TensorFlow.js Community "Show & Tell" #7
ML Fundamentals โšก AI Lesson
TensorFlow.js Community "Show & Tell" #7
TensorFlow Beginner 3y ago
FIFA announces offside AI for World Cup | The Weekly Roundup
ML Fundamentals
FIFA announces offside AI for World Cup | The Weekly Roundup
DataCamp Beginner 3y ago
NeRFs: Neural Radiance Fields - Paper Explained
ML Fundamentals โšก AI Lesson
NeRFs: Neural Radiance Fields - Paper Explained
Aladdin Persson Beginner 3y ago
The War on Drugs: Crash Course Black American History #42
ML Fundamentals
The War on Drugs: Crash Course Black American History #42
CrashCourse Beginner 3y ago
Batch Size Powers of 2 Really Necessary?
ML Fundamentals โšก AI Lesson
Batch Size Powers of 2 Really Necessary?
Aladdin Persson Beginner 3y ago
George Hotz | Programming | a tiny tour through tinygrad (noob lesson) | github.com/geohot/tinygrad
ML Fundamentals
George Hotz | Programming | a tiny tour through tinygrad (noob lesson) | github.com/geohot/tinygrad
george hotz archive Beginner 3y ago
Home Lab Build - P.2 - Rack has evolved!
ML Fundamentals
Home Lab Build - P.2 - Rack has evolved!
sentdex Beginner 3y ago
Day 8-LSTM Recurrent Neural Network In Depth Intuition And NLP Application|Krish Naik
ML Fundamentals
Day 8-LSTM Recurrent Neural Network In Depth Intuition And NLP Application|Krish Naik
Krish Naik Beginner 3y ago
MSR-IISc AI Seminar Series: GFlowNets and System 2 Deep Learning - Yoshua Bengio
ML Fundamentals
MSR-IISc AI Seminar Series: GFlowNets and System 2 Deep Learning - Yoshua Bengio
Microsoft Research Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 1. Getting Started
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 1. Getting Started
1littlecoder Beginner 3y ago
Have you used pipelines for Machine Learning before? #shorts
ML Fundamentals โšก AI Lesson
Have you used pipelines for Machine Learning before? #shorts
Nicholas Renotte Beginner 3y ago
Study with Me - Fast.AI's Deep Learning Course - 0. Why?
ML Fundamentals
Study with Me - Fast.AI's Deep Learning Course - 0. Why?
1littlecoder Beginner 3y ago
Test-Time Augmentation In Machine Learning.
ML Fundamentals
Test-Time Augmentation In Machine Learning.
Underfitted Beginner 3y ago
Daily Data Live | Tensorflow Language Translator Debugging
ML Fundamentals
Daily Data Live | Tensorflow Language Translator Debugging
Nicholas Renotte Beginner 3y ago
Sigmoid Activation Function - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Sigmoid Activation Function - Deep Learning Dictionary
deeplizard Beginner 3y ago
PyTorch Crash Course - Getting Started with Deep Learning
ML Fundamentals
PyTorch Crash Course - Getting Started with Deep Learning
AssemblyAI Beginner 3y ago
Blogs to follow by AI researchers
ML Fundamentals
Blogs to follow by AI researchers
AssemblyAI Beginner 3y ago
AI DREW all of THESE | DALLE-2 Walkthrough
ML Fundamentals โšก AI Lesson
AI DREW all of THESE | DALLE-2 Walkthrough
Nicholas Renotte Beginner 3y ago
Graph Neural Networks: A gentle introduction
ML Fundamentals
Graph Neural Networks: A gentle introduction
Aladdin Persson Beginner 3y ago
Top 10 Deep Learning Algorithms in 2022 Part 2
ML Fundamentals โšก AI Lesson
Top 10 Deep Learning Algorithms in 2022 Part 2
AssemblyAI Beginner 3y ago
Top 10 Deep Learning Algorithms in 2022 Part 1
ML Fundamentals
Top 10 Deep Learning Algorithms in 2022 Part 1
AssemblyAI Beginner 3y ago
Day 7-BackPropogration In Recurrent Neural Network And NLP Application|Krish Naik
ML Fundamentals
Day 7-BackPropogration In Recurrent Neural Network And NLP Application|Krish Naik
Krish Naik Beginner 3y ago
Activation Functions - Deep Learning Dictionary
ML Fundamentals โšก AI Lesson
Activation Functions - Deep Learning Dictionary
deeplizard Beginner 3y ago
MACHINE LEARNING Battlestation Breakdown
ML Fundamentals
MACHINE LEARNING Battlestation Breakdown
Nicholas Renotte Beginner 3y ago
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Create Image Captioning Models - Italiano
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Create Image Captioning Models - Italiano
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Build Testable Python Packages for AI
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Build Testable Python Packages for AI
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R Programming: Data Analysis and Modeling
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R Programming: Data Analysis and Modeling
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Matrix Algebra for Engineers
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Matrix Algebra for Engineers
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Advanced Problem-Solving Methods and Search Algorithms
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Advanced Problem-Solving Methods and Search Algorithms
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Advanced Semantic Processing
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Advanced Semantic Processing
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