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
#BeADeepLearner like Aleksandr Gontcharov with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Aleksandr Gontcharov with DeepLearning.AI
DeepLearningAI Beginner 4y ago
#BeADeepLearner like Luciano Darriba with DeepLearning.A
ML Fundamentals
#BeADeepLearner like Luciano Darriba with DeepLearning.A
DeepLearningAI Beginner 4y ago
Extending Human Creativity Using Machine Learning - Xander Steenbrugge
ML Fundamentals
Extending Human Creativity Using Machine Learning - Xander Steenbrugge
HuggingFace Beginner 4y ago
Mindset For Learning Data Science
ML Fundamentals
Mindset For Learning Data Science
Krish Naik Beginner 4y ago
The Shipyard: Lessons Learned While Building an ML Platform // Joseph Haaga // Coffee Sessions #91
ML Fundamentals ⚡ AI Lesson
The Shipyard: Lessons Learned While Building an ML Platform // Joseph Haaga // Coffee Sessions #91
MLOps.community Beginner 4y ago
Intro to Artificial Intelligence & Developer Relations
ML Fundamentals
Intro to Artificial Intelligence & Developer Relations
Scrimba Beginner 4y ago
Item-to-item recommendation and sequential recommendation
ML Fundamentals ⚡ AI Lesson
Item-to-item recommendation and sequential recommendation
TensorFlow Beginner 4y ago
How to Learn AI & ML in 2022 - A Complete Roadmap
ML Fundamentals
How to Learn AI & ML in 2022 - A Complete Roadmap
Kids Python Beginner 4y ago
[Quiz] Regularization in Deep Learning, Lipschitz continuity, Gradient regularization
ML Fundamentals
[Quiz] Regularization in Deep Learning, Lipschitz continuity, Gradient regularization
AI Coffee Break with Letitia Beginner 4y ago
7 Most In Demand Tech Skills to Learn in 2022
ML Fundamentals
7 Most In Demand Tech Skills to Learn in 2022
Krish Naik Beginner 4y ago
Reinforcement Learning - Course Reflection
ML Fundamentals ⚡ AI Lesson
Reinforcement Learning - Course Reflection
deeplizard Beginner 4y ago
Bringing Audio ML Models into Production // @ValerioVelardoTheSoundofAI //Coffee Sessions #90
ML Fundamentals ⚡ AI Lesson
Bringing Audio ML Models into Production // @ValerioVelardoTheSoundofAI //Coffee Sessions #90
MLOps.community Beginner 4y ago
How to handle Uncertainty in Deep Learning #2.1
ML Fundamentals
How to handle Uncertainty in Deep Learning #2.1
DeepFindr Beginner 4y ago
Machine Learning vs Deep Learning
7:50
ML Fundamentals ⚡ AI Lesson
Machine Learning vs Deep Learning
IBM Technology Beginner 4y ago
Unsupervised vs Supervised Learning
ML Fundamentals
Unsupervised vs Supervised Learning
Roboflow Beginner 4y ago
Building a listwise ranking model with TF Recommenders and TF Ranking
ML Fundamentals ⚡ AI Lesson
Building a listwise ranking model with TF Recommenders and TF Ranking
TensorFlow Beginner 4y ago
Advancing Hands-On Machine Learning Education with Sebastian Raschka - #565
ML Fundamentals ⚡ AI Lesson
Advancing Hands-On Machine Learning Education with Sebastian Raschka - #565
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
MosaicML Composer for faster and cheaper Deep Learning!
ML Fundamentals ⚡ AI Lesson
MosaicML Composer for faster and cheaper Deep Learning!
Henry AI Labs Beginner 4y ago
Deep Q-Network Solves Cart and Pole - Reinforcement Learning Code Project
ML Fundamentals ⚡ AI Lesson
Deep Q-Network Solves Cart and Pole - Reinforcement Learning Code Project
deeplizard Beginner 4y ago
TED Talk Data Analysis Project | Data Science Master Bootcamp | Ashish Jangra
ML Fundamentals
TED Talk Data Analysis Project | Data Science Master Bootcamp | Ashish Jangra
GeeksforGeeks Beginner 4y ago
Deep Learning vs. Machine Learning, which is better?
ML Fundamentals
Deep Learning vs. Machine Learning, which is better?
AssemblyAI Beginner 4y ago
Getting Started with Data Analysis | Data Science Master Bootcamp | Ashish Jangra
ML Fundamentals
Getting Started with Data Analysis | Data Science Master Bootcamp | Ashish Jangra
GeeksforGeeks Beginner 4y ago
NVIDIA Instant NeRF: NVIDIA Research Turns 2D Photos Into 3D Scenes in the Blink of an AI
ML Fundamentals
NVIDIA Instant NeRF: NVIDIA Research Turns 2D Photos Into 3D Scenes in the Blink of an AI
NVIDIA Developer Beginner 4y ago
Start Your Cloud Development Journey With AWS ML Hero and All Star Kesha
ML Fundamentals
Start Your Cloud Development Journey With AWS ML Hero and All Star Kesha
HackerRank Beginner 4y ago
EvoJAX: Hardware-Accelerated Neuroevolution
ML Fundamentals
EvoJAX: Hardware-Accelerated Neuroevolution
Weights & Biases Beginner 4y ago
Better tracking for your deep learning training - Wandb.ai (Weights & Biases)
ML Fundamentals
Better tracking for your deep learning training - Wandb.ai (Weights & Biases)
sentdex Beginner 4y ago
Nvidia Deep Learning powered Need for Speed #shorts Python Project Show case
ML Fundamentals
Nvidia Deep Learning powered Need for Speed #shorts Python Project Show case
1littlecoder Beginner 4y ago
Matrix Factorization For k-Means
ML Fundamentals ⚡ AI Lesson
Matrix Factorization For k-Means
Data Skeptic Beginner 4y ago
GAN Specialization: A Comprehensive Review - Is It Worth It?
ML Fundamentals
GAN Specialization: A Comprehensive Review - Is It Worth It?
Aladdin Persson Beginner 4y ago
How to handle Uncertainty in Deep Learning #1.2
ML Fundamentals
How to handle Uncertainty in Deep Learning #1.2
DeepFindr Beginner 4y ago
Professional Preprocessing with Pipelines in Python
ML Fundamentals ⚡ AI Lesson
Professional Preprocessing with Pipelines in Python
NeuralNine Beginner 4y ago
NVIDIA GTC & A Giveaway!
ML Fundamentals ⚡ AI Lesson
NVIDIA GTC & A Giveaway!
codebasics Beginner 4y ago
Precision & Recall in Machine Learning Explained
ML Fundamentals ⚡ AI Lesson
Precision & Recall in Machine Learning Explained
NeuralNine Beginner 4y ago
Google Ads Tutorials: Conversion Modeling for Google Marketing Platform - Part 1
ML Fundamentals
Google Ads Tutorials: Conversion Modeling for Google Marketing Platform - Part 1
Google Ads Beginner 4y ago
Dive Into Data Science and Build your First ML Model – With All Star Rhea
ML Fundamentals ⚡ AI Lesson
Dive Into Data Science and Build your First ML Model – With All Star Rhea
HackerRank Beginner 4y ago
Create Hugging Face NLP API Tutorial | Fastest way to create ML API serve on Colab
ML Fundamentals
Create Hugging Face NLP API Tutorial | Fastest way to create ML API serve on Colab
1littlecoder Beginner 4y ago
Recurrent Neural Networks : Data Science Concepts
ML Fundamentals
Recurrent Neural Networks : Data Science Concepts
ritvikmath Beginner 4y ago
Breathing K-Means
ML Fundamentals ⚡ AI Lesson
Breathing K-Means
Data Skeptic Beginner 4y ago
An app to use Twitter with voice control
ML Fundamentals
An app to use Twitter with voice control
AssemblyAI Beginner 4y ago
When the spotlight hits you
ML Fundamentals
When the spotlight hits you
Saïd Business School, University of Oxford Beginner 4y ago
#BeADeepLearner like Lorenzo Ostano with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Lorenzo Ostano with DeepLearning.AI
DeepLearningAI Beginner 4y ago
#BeADeepLearner like Matt Struble with DeepLearning.AI
ML Fundamentals
#BeADeepLearner like Matt Struble with DeepLearning.AI
DeepLearningAI Beginner 4y ago
#BeADeepLearner like Apala Guha with DeepLearning.AI
ML Fundamentals ⚡ AI Lesson
#BeADeepLearner like Apala Guha with DeepLearning.AI
DeepLearningAI Beginner 4y ago
A Journey in Scaling ML // Gabriel Straub // MLOps Coffee Sessions #89
ML Fundamentals
A Journey in Scaling ML // Gabriel Straub // MLOps Coffee Sessions #89
MLOps.community Beginner 4y ago
Python for Data Science | Data Science Master Bootcamp | Arpit Jain
ML Fundamentals
Python for Data Science | Data Science Master Bootcamp | Arpit Jain
GeeksforGeeks Beginner 4y ago
Artificial Neural Networks - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Artificial Neural Networks - Deep Learning Dictionary
deeplizard Beginner 4y ago
Perceptrons - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Perceptrons - Deep Learning Dictionary
deeplizard Beginner 4y ago
Computer Vision - Deep Learning Dictionary
ML Fundamentals
Computer Vision - Deep Learning Dictionary
deeplizard Beginner 4y ago
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