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
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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
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
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
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
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
Argo Workflows // Kemal Tugrul Yesilbek // MLOps Meetup #108
ML Fundamentals ⚡ 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 ⚡ 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 ⚡ AI Lesson
3D MRI brain segmentation - Made with TensorFlow.js
TensorFlow Beginner 3y ago
Likelihood Estimation - THE MATH YOU SHOULD KNOW!
ML Fundamentals ⚡ AI Lesson
Likelihood Estimation - THE MATH YOU SHOULD KNOW!
CodeEmporium Beginner 3y ago
Optimizing Model Deployments with Triton Model Analyzer
ML Fundamentals ⚡ 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
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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
What is data science?
Data Science with Marco 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 ⚡ 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 ⚡ AI Lesson
Batch Size Powers of 2 Really Necessary?
Aladdin Persson 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
New to Deep Learning? 🧠💡Start Here! 👉🚀 - Topic 001 #ai #ml #deeplearning
ML Fundamentals ⚡ AI Lesson
New to Deep Learning? 🧠💡Start Here! 👉🚀 - Topic 001 #ai #ml #deeplearning
deeplizard Beginner 3y ago
Relu Activation Function - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Relu Activation Function - Deep Learning Dictionary
deeplizard Beginner 3y ago
You can AUTOMATE machine learning with this package
ML Fundamentals ⚡ AI Lesson
You can AUTOMATE machine learning with this package
Nicholas Renotte 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 ⚡ 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
TensorFlow.js Community "Show & Tell" #7
ML Fundamentals ⚡ AI Lesson
TensorFlow.js Community "Show & Tell" #7
TensorFlow 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 ⚡ AI Lesson
Sigmoid Activation Function - Deep Learning Dictionary
deeplizard Beginner 3y ago
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Applied Machine Learning with Python
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Applied Machine Learning with Python
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Supervised Text Classification for Marketing Analytics
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Supervised Text Classification for Marketing Analytics
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Calculus through Data & Modeling: Limits & Derivatives
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Calculus through Data & Modeling: Limits & Derivatives
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Responsible Innovation and Trustworthy AI
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Responsible Innovation and Trustworthy AI
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Build Testable Python Packages for AI
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Build Testable Python Packages for AI
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Sequence Modeling, Transformers, and Transfer Learning
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Self-paced
Sequence Modeling, Transformers, and Transfer Learning
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