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
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
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
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
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
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
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
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
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
What are microfluidic devices? — Polly Fordyce
ML Fundamentals
What are microfluidic devices? — Polly Fordyce
Weights & Biases 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
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
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How Entrepreneurs in Emerging Markets can master the Blockchain Technology
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Self-paced
How Entrepreneurs in Emerging Markets can master the Blockchain Technology
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Aerial Image Segmentation with PyTorch
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Self-paced
Aerial Image Segmentation with PyTorch
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Deep Learning, NLP, and AI Applications
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Self-paced
Deep Learning, NLP, and AI Applications
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Recommendation Engine - Basics
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Self-paced
Recommendation Engine - Basics
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Application of AI, InsurTech, and Real Estate Technology
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Self-paced
Application of AI, InsurTech, and Real Estate Technology
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Train ML Models
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Train ML Models
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