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
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
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
If Machine Learning models were people
ML Fundamentals ⚡ AI Lesson
If Machine Learning models were people
CodeEmporium 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
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
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
What Is Machine Learning? (Explained in 5 Minutes)
ML Fundamentals
What Is Machine Learning? (Explained in 5 Minutes)
365 Data Science 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
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
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
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
Getting started with TensorFlow Cloud
ML Fundamentals ⚡ AI Lesson
Getting started with TensorFlow Cloud
TensorFlow 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
Causal Modeling in Machine Learning with Robert Ness 5/27/21
ML Fundamentals ⚡ AI Lesson
Causal Modeling in Machine Learning with Robert Ness 5/27/21
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Exploring Reinforcement Learning Methods from Algorithm to Application
ML Fundamentals ⚡ AI Lesson
Exploring Reinforcement Learning Methods from Algorithm to Application
Microsoft Research Beginner 4y ago
Harnessing the problem-solving power of quantum computing
ML Fundamentals ⚡ AI Lesson
Harnessing the problem-solving power of quantum computing
Microsoft Research Beginner 4y ago
Find Similar Images in Python with DeepImagesearch DeepLearning based Library | Applied ML Tutorial
ML Fundamentals
Find Similar Images in Python with DeepImagesearch DeepLearning based Library | Applied ML Tutorial
1littlecoder Beginner 4y ago
How I Learned Data Science | My Data Science Journey
ML Fundamentals ⚡ AI Lesson
How I Learned Data Science | My Data Science Journey
codebasics Beginner 4y ago
The Whole of MLOps is Greater Than the Sum of its Parts
ML Fundamentals
The Whole of MLOps is Greater Than the Sum of its Parts
MLOps.community Beginner 4y ago
How to Break Into Data Science and Machine Learning and Land your DREAM JOB!
ML Fundamentals
How to Break Into Data Science and Machine Learning and Land your DREAM JOB!
Nicholas Renotte Beginner 4y ago
Prequisites for Time Series
ML Fundamentals ⚡ AI Lesson
Prequisites for Time Series
Data Skeptic Beginner 4y ago
Scaling Data Science and Machine Learning Infrastructure Like Netflix | Real Python Podcast #61
ML Fundamentals ⚡ AI Lesson
Scaling Data Science and Machine Learning Infrastructure Like Netflix | Real Python Podcast #61
Real Python Beginner 4y ago
How to Build Bioinformatics Tools
ML Fundamentals
How to Build Bioinformatics Tools
Data Professor Beginner 4y ago
What Is Data Science? (Explained in 5 Minutes)
ML Fundamentals ⚡ AI Lesson
What Is Data Science? (Explained in 5 Minutes)
365 Data Science Beginner 5y ago
The Oxford Impact Finance Innovations Programme
ML Fundamentals
The Oxford Impact Finance Innovations Programme
Saïd Business School, University of Oxford Beginner 5y ago
Safety and occupancy with AI | Session
ML Fundamentals
Safety and occupancy with AI | Session
Google for Developers Beginner 5y ago
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
ML Fundamentals ⚡ AI Lesson
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
Elvis Saravia Beginner 5y 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
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
Success Story Of Purvansh- How He Got Into GSOC In The Field Of Machine Learning| Ft:iNeuron
ML Fundamentals
Success Story Of Purvansh- How He Got Into GSOC In The Field Of Machine Learning| Ft:iNeuron
Krish Naik Beginner 4y ago
Partial Dependence Plots (Opening the Black Box)
ML Fundamentals
Partial Dependence Plots (Opening the Black Box)
ritvikmath Beginner 4y ago
Classifying Cat vs Dogs | Kaggle Top 1%, No Ensemble
ML Fundamentals
Classifying Cat vs Dogs | Kaggle Top 1%, No Ensemble
Aladdin Persson Beginner 4y ago
Machine Learning on the web with TensorFlow.js | Q&A
ML Fundamentals ⚡ AI Lesson
Machine Learning on the web with TensorFlow.js | Q&A
TensorFlow Beginner 4y ago
What is TensorFlow Cloud?
ML Fundamentals ⚡ AI Lesson
What is TensorFlow Cloud?
TensorFlow Beginner 4y ago
On-device machine learning in mobile and web apps | Q&A
ML Fundamentals ⚡ AI Lesson
On-device machine learning in mobile and web apps | Q&A
TensorFlow Beginner 4y ago
Introducing Social Good Technologies, a MLOps industry non-profit association
ML Fundamentals ⚡ AI Lesson
Introducing Social Good Technologies, a MLOps industry non-profit association
MLOps.community Beginner 5y ago
SGT Model Deployment Working Group May 19, 2021 Meeting
ML Fundamentals
SGT Model Deployment Working Group May 19, 2021 Meeting
MLOps.community Beginner 5y ago
Cross platform computer vision made easy with Model Maker | Session
ML Fundamentals ⚡ AI Lesson
Cross platform computer vision made easy with Model Maker | Session
TensorFlow Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Preparing for AI-900: Microsoft Azure AI Fundamentals exam
📚 Coursera Course ↗
Self-paced
Preparing for AI-900: Microsoft Azure AI Fundamentals exam
Opens on Coursera ↗
AI-900 MS Azure AI Fundamentals
📚 Coursera Course ↗
Self-paced
AI-900 MS Azure AI Fundamentals
Opens on Coursera ↗
How to Build an Enterprise AI Strategy
📚 Coursera Course ↗
Self-paced
How to Build an Enterprise AI Strategy
Opens on Coursera ↗
Python Essentials for MLOps
📚 Coursera Course ↗
Self-paced
Python Essentials for MLOps
Opens on Coursera ↗
Statistical Learning for Engineering Part 2
📚 Coursera Course ↗
Self-paced
Statistical Learning for Engineering Part 2
Opens on Coursera ↗
AI & Quantum Computing – Zero to Expert Bootcamp
📚 Coursera Course ↗
Self-paced
AI & Quantum Computing – Zero to Expert Bootcamp
Opens on Coursera ↗