Foundations

ML Fundamentals

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

3814
lessons
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
How to STAY dumb
📐 ML Fundamentals
How to STAY dumb
Shaw Talebi 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
A Message from 2022 Oxford Saïd Scholars
📐 ML Fundamentals
A Message from 2022 Oxford Saïd Scholars
Saïd Business School, University of Oxford 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
The Achievement TRAP
📐 ML Fundamentals
The Achievement TRAP
Shaw Talebi 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
Drone through the Global Leadership Centre
📐 ML Fundamentals
Drone through the Global Leadership Centre
Saïd Business School, University of Oxford 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
Alternative Uses for Blockchain - Computerphile
📐 ML Fundamentals
Alternative Uses for Blockchain - Computerphile
Computerphile 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
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
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
Knowledge Graphs - Computerphile
📐 ML Fundamentals
Knowledge Graphs - Computerphile
Computerphile 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
Meet My Son Krishiv Naik @krishivnaikvlogs8998
📐 ML Fundamentals
Meet My Son Krishiv Naik @krishivnaikvlogs8998
Krish Naik Intermediate 3y ago
Biral Video- Too Much Automation #shorts
📐 ML Fundamentals
Biral Video- Too Much Automation #shorts
Krish Naik 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
I applied to 70 jobs and only heard back ONCE 🤬
📐 ML Fundamentals
I applied to 70 jobs and only heard back ONCE 🤬
Data Science with Marco 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
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Fundamentals of AI, Machine Learning, and Python Programming
📚 Coursera Course ↗
Self-paced
Fundamentals of AI, Machine Learning, and Python Programming
Opens on Coursera ↗
Machine Learning and its Applications
📚 Coursera Course ↗
Self-paced
Machine Learning and its Applications
Opens on Coursera ↗
R Programming: Data Analysis and Modeling
📚 Coursera Course ↗
Self-paced
R Programming: Data Analysis and Modeling
Opens on Coursera ↗
Matrix Factorization and Advanced Techniques
📚 Coursera Course ↗
Self-paced
Matrix Factorization and Advanced Techniques
Opens on Coursera ↗
Artificial Intelligence in Practice for Business
📚 Coursera Course ↗
Self-paced
Artificial Intelligence in Practice for Business
Opens on Coursera ↗
Fundamentals of Machine Learning and Artificial Intelligence
📚 Coursera Course ↗
Self-paced
Fundamentals of Machine Learning and Artificial Intelligence
Opens on Coursera ↗