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
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 ⚡ AI Lesson
#104 How the Data Community Can Accelerate Your Data Career (with Kate Strachnyi)
DataCamp Intermediate 3y ago
Model Driven Software Engineering - Computerphile
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
How to implement SVM (Support Vector Machine) from scratch with Python
AssemblyAI 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
Fireside Chat #5: Machine Learning + Infrastructure for Humans
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
Project Alexandria: Using AI to build a knowledge base fit for humans
Microsoft Research Intermediate 3y ago
Alternative Uses for Blockchain - Computerphile
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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
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
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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
Autoencoders that can dance with you - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Autoencoders that can dance with you - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
ML Fundamentals
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
MLOps.community Intermediate 3y ago
How to implement Perceptron from scratch with Python
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
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 ⚡ AI Lesson
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
Data Science with Marco Intermediate 3y ago
Advance NLP Series Announcement- Happy 76th Independence Day
ML Fundamentals
Advance NLP Series Announcement- Happy 76th Independence Day
Krish Naik Intermediate 3y ago
Scratch? Python? C? Kernighan on Languages for Kids Coding - Computerphile
ML Fundamentals ⚡ AI Lesson
Scratch? Python? C? Kernighan on Languages for Kids Coding - Computerphile
Computerphile Intermediate 3y ago
History Of Machine Learning- Dicussing The Entire Timeline
ML Fundamentals
History Of Machine Learning- Dicussing The Entire Timeline
Krish Naik Intermediate 3y ago
Optimize Industrial Operations with Machine Learning and AI - AWS Online Tech Talks
ML Fundamentals ⚡ AI Lesson
Optimize Industrial Operations with Machine Learning and AI - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Quickly prepare data for ML using Amazon SageMaker Data Wrangler - AWS Virtual Workshop
ML Fundamentals ⚡ AI Lesson
Quickly prepare data for ML using Amazon SageMaker Data Wrangler - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
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Artificial Intelligence in Practice for Business
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Artificial Intelligence in Practice for Business
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Artificial Intelligence for Marketing
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Optimize Deep Learning: Tune PyTorch Models
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Optimize Deep Learning: Tune PyTorch Models
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Análisis exploratorio de datos con Python y Pandas
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Análisis exploratorio de datos con Python y Pandas
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Machine Learning in the Enterprise - Español
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Machine Learning in the Enterprise - Español
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Matrix Factorization and Advanced Techniques
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Matrix Factorization and Advanced Techniques
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