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
Matthew Davis — Bringing Genetic Insights to Everyone
ML Fundamentals
Matthew Davis — Bringing Genetic Insights to Everyone
Weights & Biases Beginner 4y ago
Azure AI Fundamentals Certification (AI-900) - Full Course to PASS the Exam
ML Fundamentals
Azure AI Fundamentals Certification (AI-900) - Full Course to PASS the Exam
freeCodeCamp.org Beginner 4y ago
Twitch Affecting Felipe's Career // Felipe Campos Penha// Meetup #63 short clip
ML Fundamentals
Twitch Affecting Felipe's Career // Felipe Campos Penha// Meetup #63 short clip
MLOps.community Beginner 4y ago
Video tutorial demonstrating SOLOIST: building task bots at scale
ML Fundamentals
Video tutorial demonstrating SOLOIST: building task bots at scale
Microsoft Research Beginner 4y ago
9. Understanding torch.nn
ML Fundamentals ⚡ AI Lesson
9. Understanding torch.nn
Abhishek Thakur Beginner 4y ago
The Jacobian : Data Science Basics
ML Fundamentals ⚡ AI Lesson
The Jacobian : Data Science Basics
ritvikmath Beginner 4y ago
8. Training and validation loops in PyTorch
ML Fundamentals ⚡ AI Lesson
8. Training and validation loops in PyTorch
Abhishek Thakur Beginner 4y ago
Optimize Tensorflow Pipeline Performance: prefetch & cache | Deep Learning Tutorial 45 (Tensorflow)
ML Fundamentals ⚡ AI Lesson
Optimize Tensorflow Pipeline Performance: prefetch & cache | Deep Learning Tutorial 45 (Tensorflow)
codebasics Beginner 4y ago
Machine Learning Explainability & Bias Detection with Watson OpenScale
ML Fundamentals
Machine Learning Explainability & Bias Detection with Watson OpenScale
Nicholas Renotte Beginner 4y ago
Should You Learn Machine Learning?
ML Fundamentals
Should You Learn Machine Learning?
Tech With Tim Beginner 4y ago
Do We Need Deep Learning in Time Series
ML Fundamentals ⚡ AI Lesson
Do We Need Deep Learning in Time Series
Data Skeptic Beginner 4y ago
fast.ai's Jeremy Howard on Why Python is not the future of machine learning  - Gradient Dissent Clip
ML Fundamentals
fast.ai's Jeremy Howard on Why Python is not the future of machine learning - Gradient Dissent Clip
Weights & Biases Beginner 4y ago
Building an ML Platform from Scratch: Live Coding Session // Alon Gubkin // MLOps Meetup #67
ML Fundamentals
Building an ML Platform from Scratch: Live Coding Session // Alon Gubkin // MLOps Meetup #67
MLOps.community Beginner 4y ago
Coursera Conference Highlight: Mastering For-Credit Online Learning
ML Fundamentals
Coursera Conference Highlight: Mastering For-Credit Online Learning
Coursera Beginner 4y ago
A friendly introduction to linear algebra for ML (ML Tech Talks)
ML Fundamentals ⚡ AI Lesson
A friendly introduction to linear algebra for ML (ML Tech Talks)
TensorFlow Beginner 4y ago
Tensorflow Input Pipeline | tf Dataset | Deep Learning Tutorial 44 (Tensorflow, Keras & Python)
ML Fundamentals
Tensorflow Input Pipeline | tf Dataset | Deep Learning Tutorial 44 (Tensorflow, Keras & Python)
codebasics Beginner 4y ago
10 Deep Learning Projects (Beginner & Advanced)
ML Fundamentals
10 Deep Learning Projects (Beginner & Advanced)
Patrick Loeber Beginner 4y ago
Non-Parametric Transformers | Paper explained
ML Fundamentals
Non-Parametric Transformers | Paper explained
Aleksa Gordić - The AI Epiphany Beginner 4y ago
Exploratory Data Analysis with the Binance API using Python and Pandas | MLTrader EP1
ML Fundamentals
Exploratory Data Analysis with the Binance API using Python and Pandas | MLTrader EP1
Nicholas Renotte Beginner 4y ago
PyTorch Community Voices | TorchIO | Fernando Pérez-García
ML Fundamentals
PyTorch Community Voices | TorchIO | Fernando Pérez-García
PyTorch Beginner 4y ago
Bayesian Time Series : Time Series Talk
ML Fundamentals ⚡ AI Lesson
Bayesian Time Series : Time Series Talk
ritvikmath Beginner 4y ago
TensorFlow from the ground up (ML Tech Talks)
ML Fundamentals ⚡ AI Lesson
TensorFlow from the ground up (ML Tech Talks)
TensorFlow Beginner 4y ago
If Machine Learning models were people
ML Fundamentals ⚡ AI Lesson
If Machine Learning models were people
CodeEmporium Beginner 4y ago
Neural Networks from Scratch - P.8 Implementing Loss
ML Fundamentals ⚡ AI Lesson
Neural Networks from Scratch - P.8 Implementing Loss
sentdex Beginner 4y ago
Detecting Facial Keypoints with Deep Learning | a very simple top 5 kaggle solution
ML Fundamentals
Detecting Facial Keypoints with Deep Learning | a very simple top 5 kaggle solution
Aladdin Persson Beginner 4y ago
What Is Machine Learning? (Explained in 5 Minutes)
ML Fundamentals
What Is Machine Learning? (Explained in 5 Minutes)
365 Data Science Beginner 4y ago
Which Machine Learning model should I use? #shorts
ML Fundamentals ⚡ AI Lesson
Which Machine Learning model should I use? #shorts
CodeEmporium Beginner 4y ago
A Quick Data Science Project Tip! #SHORTS
ML Fundamentals ⚡ AI Lesson
A Quick Data Science Project Tip! #SHORTS
Ken Jee Beginner 4y ago
Deep Learning Computer Vision Interview Series #4-Asked In Interview ⭐ ⭐⭐⭐⭐⭐⭐⭐
ML Fundamentals
Deep Learning Computer Vision Interview Series #4-Asked In Interview ⭐ ⭐⭐⭐⭐⭐⭐⭐
Krish Naik Beginner 4y ago
Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
ML Fundamentals
Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
freeCodeCamp.org Beginner 4y ago
Tutorial 2-Linear Algebra For ML-How To Add 2 Vectors
ML Fundamentals
Tutorial 2-Linear Algebra For ML-How To Add 2 Vectors
Krish Naik Beginner 4y ago
Buy AND Build for Production Machine Learning with Nir Bar-Lev - #488
ML Fundamentals ⚡ AI Lesson
Buy AND Build for Production Machine Learning with Nir Bar-Lev - #488
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Detecting Eye Disease using Deep Learning | Kaggle Top 1% Solution, No Ensemble
ML Fundamentals
Detecting Eye Disease using Deep Learning | Kaggle Top 1% Solution, No Ensemble
Aladdin Persson Beginner 4y ago
How To Deploy ML Models With Google Cloud Run
ML Fundamentals ⚡ AI Lesson
How To Deploy ML Models With Google Cloud Run
Patrick Loeber Beginner 4y ago
Win Customers in the New Online Consumer Journey | Google Ads
ML Fundamentals
Win Customers in the New Online Consumer Journey | Google Ads
Google Ads Beginner 4y ago
W&B Fastbook Reading Group — 1. Your Deep Learning Journey
ML Fundamentals ⚡ AI Lesson
W&B Fastbook Reading Group — 1. Your Deep Learning Journey
Weights & Biases Beginner 4y ago
Being Focused on the Business Problems // Luigi Patruno // MLOps Coffee Sessions #36 short clip
ML Fundamentals ⚡ AI Lesson
Being Focused on the Business Problems // Luigi Patruno // MLOps Coffee Sessions #36 short clip
MLOps.community Beginner 4y ago
What are microfluidic devices? — Polly Fordyce
ML Fundamentals
What are microfluidic devices? — Polly Fordyce
Weights & Biases Beginner 4y ago
Machine Learning with 10 Data Points - Or an Intro to PyMC3
ML Fundamentals
Machine Learning with 10 Data Points - Or an Intro to PyMC3
ritvikmath Beginner 4y ago
Practical MLOps Part 2 // Alfredo Deza // MLOps Meetup #66
ML Fundamentals
Practical MLOps Part 2 // Alfredo Deza // MLOps Meetup #66
MLOps.community Beginner 4y ago
W&B Fastbook Reading Group — 0. Introduction with Jeremy Howard
ML Fundamentals ⚡ AI Lesson
W&B Fastbook Reading Group — 0. Introduction with Jeremy Howard
Weights & Biases Beginner 4y ago
Wojciech Zaremba — What Could Make AI Conscious?
ML Fundamentals ⚡ AI Lesson
Wojciech Zaremba — What Could Make AI Conscious?
Weights & Biases Beginner 4y ago
Distributed Training On NVIDIA DGX Station A100 | Deep Learning Tutorial 43 (Tensorflow & Python)
ML Fundamentals
Distributed Training On NVIDIA DGX Station A100 | Deep Learning Tutorial 43 (Tensorflow & Python)
codebasics Beginner 4y ago
Linear Algebra-What is Scalar and Vectors And Its Practical Applications In Machine Learning? ⭐⭐⭐⭐⭐⭐
ML Fundamentals
Linear Algebra-What is Scalar and Vectors And Its Practical Applications In Machine Learning? ⭐⭐⭐⭐⭐⭐
Krish Naik Beginner 4y ago
Getting started with TensorFlow Cloud
ML Fundamentals ⚡ AI Lesson
Getting started with TensorFlow Cloud
TensorFlow Beginner 4y ago
Normal Vectors : Data Science Basics
ML Fundamentals ⚡ AI Lesson
Normal Vectors : Data Science Basics
ritvikmath Beginner 4y ago
Explaining An End To End Machine Learning Project To A Interviewer
ML Fundamentals
Explaining An End To End Machine Learning Project To A Interviewer
Krish Naik Beginner 4y ago
Install YOLOv5 to Detect Objects on Windows & Google Colab with PyTorch GPU Support | Part 1
ML Fundamentals
Install YOLOv5 to Detect Objects on Windows & Google Colab with PyTorch GPU Support | Part 1
Weights & Biases Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Calculus through Data & Modelling: Techniques of Integration
📚 Coursera Course ↗
Self-paced
Calculus through Data & Modelling: Techniques of Integration
Opens on Coursera ↗
AWS Certified AI Practitioner
📚 Coursera Course ↗
Self-paced
AWS Certified AI Practitioner
Opens on Coursera ↗
Machine Learning for Engineers: Algorithms and Applications
📚 Coursera Course ↗
Self-paced
Machine Learning for Engineers: Algorithms and Applications
Opens on Coursera ↗
Project on Recommendation Engine - Advanced Book Recommender
📚 Coursera Course ↗
Self-paced
Project on Recommendation Engine - Advanced Book Recommender
Opens on Coursera ↗
Building a Trading Bot – Core Features and Data Integration
📚 Coursera Course ↗
Self-paced
Building a Trading Bot – Core Features and Data Integration
Opens on Coursera ↗
Foundations of Deep Learning and Neural Networks
📚 Coursera Course ↗
Self-paced
Foundations of Deep Learning and Neural Networks
Opens on Coursera ↗