✕ Clear filters
2,101 lessons

📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

All ▶ YouTube 184,782📚 Coursera 16,390
Uses of Information Theory - Computerphile
ML Fundamentals
Uses of Information Theory - Computerphile
Computerphile Intermediate 3y ago
Oxford Private Equity Programme
ML Fundamentals
Oxford Private Equity Programme
Saïd Business School, University of Oxford Intermediate 3y ago
Multi-Objective Optimisation
ML Fundamentals
Multi-Objective Optimisation
Analytics Vidhya Intermediate 3y ago
Metaflow on Azure
ML Fundamentals
Metaflow on Azure
Outerbounds Intermediate 3y ago
Deploy an ML model for best performance, cost, and prediction quality - AWS Online Tech Talks
ML Fundamentals
Deploy an ML model for best performance, cost, and prediction quality - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Beyond Jupyter Notebooks: MLOps Environment Setup & First Deployment
ML Fundamentals
Beyond Jupyter Notebooks: MLOps Environment Setup & First Deployment
DeepLearningAI Intermediate 3y ago
Improve uptime with predictive maintenance for industrial equipment - AWS Online Tech Talks
ML Fundamentals
Improve uptime with predictive maintenance for industrial equipment - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Classification Machine Learning Model from Scratch
ML Fundamentals
Classification Machine Learning Model from Scratch
Analytics Vidhya Intermediate 3y ago
Live Q&A-Ask Anything Related To Data Science
ML Fundamentals
Live Q&A-Ask Anything Related To Data Science
Krish Naik Intermediate 3y ago
#104 How the Data Community Can Accelerate Your Data Career (with  Kate Strachnyi)
ML Fundamentals
#104 How the Data Community Can Accelerate Your Data Career (with Kate Strachnyi)
DataCamp Intermediate 3y ago
Model Driven Software Engineering - Computerphile
ML Fundamentals
Model Driven Software Engineering - Computerphile
Computerphile Intermediate 3y ago
How to implement K-Means from scratch with Python
ML Fundamentals
How to implement K-Means from scratch with Python
AssemblyAI Intermediate 3y ago
A Prediction Model for Malaria using an Ensemble of Machine Learning & Hydrological Drought Indices
ML Fundamentals
A Prediction Model for Malaria using an Ensemble of Machine Learning & Hydrological Drought Indices
Microsoft Research Intermediate 3y ago
How to implement SVM (Support Vector Machine) from scratch with Python
ML Fundamentals
How to implement SVM (Support Vector Machine) from scratch with Python
AssemblyAI Intermediate 3y ago
Fireside Chat #5: Machine Learning + Infrastructure for Humans
ML Fundamentals
Fireside Chat #5: Machine Learning + Infrastructure for Humans
Outerbounds Intermediate 3y ago
Project Alexandria: Using AI to build a knowledge base fit for humans
ML Fundamentals
Project Alexandria: Using AI to build a knowledge base fit for humans
Microsoft Research Intermediate 3y ago
Elephant Toothpaste Reaction
ML Fundamentals
Elephant Toothpaste Reaction
MIT OpenCourseWare Intermediate 3y ago
ML Product Experiments at Scale
ML Fundamentals
ML Product Experiments at Scale
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
End-to-End ML with Cloudera Machine Learning
ML Fundamentals
End-to-End ML with Cloudera Machine Learning
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment
ML Fundamentals
End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment
Krish Naik Intermediate 3y ago
Serverless Streamlit + OpenCV Python Web App Tutorial
ML Fundamentals
Serverless Streamlit + OpenCV Python Web App Tutorial
1littlecoder Intermediate 3y ago
Super resolution with UpscalerJS - Made with TensorFlow.js
ML Fundamentals
Super resolution with UpscalerJS - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
How to grow as a data scientist after 2+ years of experience? #datascience #datasciencecareer
ML Fundamentals
How to grow as a data scientist after 2+ years of experience? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
Don't waste time on this | #datascience #datasciencecareer
ML Fundamentals
Don't waste time on this | #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
10A. Networks 2: Molecular Computing, Self-assembly, Genetic Algorithms, Neural Networks
ML Fundamentals
10A. Networks 2: Molecular Computing, Self-assembly, Genetic Algorithms, Neural Networks
MIT OpenCourseWare Intermediate 3y ago
Stable diffusion dreams of steampunk brains
ML Fundamentals
Stable diffusion dreams of steampunk brains
Andrej Karpathy Intermediate 3y ago
Stable diffusion dreams of steam punk neural networks
ML Fundamentals
Stable diffusion dreams of steam punk neural networks
Andrej Karpathy Intermediate 3y ago
Saving cost on your machine learning training and inference on AWS
ML Fundamentals
Saving cost on your machine learning training and inference on AWS
AWS Developers Intermediate 3y ago
How to tackle Overfitting?#machinelearning #overfitting
ML Fundamentals
How to tackle Overfitting?#machinelearning #overfitting
Analytics Vidhya Intermediate 3y ago
How to implement Perceptron from scratch with Python
ML Fundamentals
How to implement Perceptron from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement PCA (Principal Component Analysis) from scratch with Python
ML Fundamentals
How to implement PCA (Principal Component Analysis) from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement Naive Bayes from scratch with Python
ML Fundamentals
How to implement Naive Bayes from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement Random Forest from scratch with Python
ML Fundamentals
How to implement Random Forest from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement Decision Trees from scratch with Python
ML Fundamentals
How to implement Decision Trees from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement Logistic Regression from scratch with Python
ML Fundamentals
How to implement Logistic Regression from scratch with Python
AssemblyAI Intermediate 3y ago
Alternative Uses for Blockchain - Computerphile
ML Fundamentals
Alternative Uses for Blockchain - Computerphile
Computerphile Intermediate 3y ago
How to implement Linear Regression from scratch with Python
ML Fundamentals
How to implement Linear Regression from scratch with Python
AssemblyAI Intermediate 3y ago
How to implement KNN from scratch with Python
ML Fundamentals
How to implement KNN from scratch with Python
AssemblyAI Intermediate 3y ago
Generate accurate ML predictions without writing code - AWS Online Tech Talks
ML Fundamentals
Generate accurate ML predictions without writing code - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Distributed Training using PyTorch with Kubeflow on AWS and AWS DLC - AWS Virtual Workshop
ML Fundamentals
Distributed Training using PyTorch with Kubeflow on AWS and AWS DLC - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
Automatically create machine learning models using Amazon SageMaker Autopilot - AWS
ML Fundamentals
Automatically create machine learning models using Amazon SageMaker Autopilot - AWS
AWS Developers Intermediate 3y ago
Data science certificates on resume? #datascience #datasciencecareer #careeradvice
ML Fundamentals
Data science certificates on resume? #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
Build ML models using SageMaker Studio Notebooks - AWS Virtual Workshop
ML Fundamentals
Build ML models using SageMaker Studio Notebooks - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
Where to find data for data science projetcs? #datascience #datasciencecareer
ML Fundamentals
Where to find data for data science projetcs? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
Smart Manufacturing in the Cloud - AWS Online Tech Talks
ML Fundamentals
Smart Manufacturing in the Cloud - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Data science or data engineering - which is best for you? #datascience #datasciencecareer
ML Fundamentals
Data science or data engineering - which is best for you? #datascience #datasciencecareer
Data Science with Marco Intermediate 3y ago
Make better business decisions with ML using Amazon SageMaker Canvas, without code - AWS
ML Fundamentals
Make better business decisions with ML using Amazon SageMaker Canvas, without code - AWS
AWS Developers Intermediate 3y ago
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
ML Fundamentals
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Deep Learning
📚 Coursera Course ↗
Self-paced
Deep Learning
Opens on Coursera ↗
Python Basics: Create a Guessing Number Game from Scratch
📚 Coursera Course ↗
Self-paced
Python Basics: Create a Guessing Number Game from Scratch
Opens on Coursera ↗
Advanced Linear Models for Data Science 1: Least Squares
📚 Coursera Course ↗
Self-paced
Advanced Linear Models for Data Science 1: Least Squares
Opens on Coursera ↗
NumPy, Matplotlib & Pandas – Data Science Prerequisites
📚 Coursera Course ↗
Self-paced
NumPy, Matplotlib & Pandas – Data Science Prerequisites
Opens on Coursera ↗
Detecting COVID-19 with Chest X-Ray using PyTorch
📚 Coursera Course ↗
Self-paced
Detecting COVID-19 with Chest X-Ray using PyTorch
Opens on Coursera ↗
H2O Hydrogen Torch Starter Course
📚 Coursera Course ↗
Self-paced
H2O Hydrogen Torch Starter Course
Opens on Coursera ↗