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📐 ML Fundamentals

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

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Why data scientists love and hate notebooks: velocity and validation
ML Fundamentals
Why data scientists love and hate notebooks: velocity and validation
Outerbounds Intermediate 3y ago
ML engineering vs traditional software engineering: similarities and differences
ML Fundamentals
ML engineering vs traditional software engineering: similarities and differences
Outerbounds Intermediate 3y ago
Accelerate deep learning model development with cloud custom environments - AWS Online Tech Talks
ML Fundamentals
Accelerate deep learning model development with cloud custom environments - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Role of Optimization in Machine Learning & Deep Learning | DataHour | Analytics Vidhya
ML Fundamentals
Role of Optimization in Machine Learning & Deep Learning | DataHour | Analytics Vidhya
Analytics Vidhya Intermediate 3y ago
Train & deploy your deep learning models with Kubeflow integrated with Amazon SageMaker
ML Fundamentals
Train & deploy your deep learning models with Kubeflow integrated with Amazon SageMaker
AWS Developers Intermediate 3y ago
Markov Decision Processes - Computerphile
ML Fundamentals
Markov Decision Processes - Computerphile
Computerphile Intermediate 3y ago
Need All Your Help To Test NeuroLabs Coding Platform  Today At 6pm
ML Fundamentals
Need All Your Help To Test NeuroLabs Coding Platform Today At 6pm
Krish Naik Intermediate 3y ago
Oxford Executive Diplomas: Virtual Open Event
ML Fundamentals
Oxford Executive Diplomas: Virtual Open Event
Saïd Business School, University of Oxford Intermediate 3y ago
Transforming Lives | Data Science Immersive Bootcamp
ML Fundamentals
Transforming Lives | Data Science Immersive Bootcamp
Analytics Vidhya Intermediate 3y ago
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
How to STAY dumb
ML Fundamentals
How to STAY dumb
Shaw Talebi 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
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
#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
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
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
Easily connect your ML models to data lakes using Amazon SageMaker Studio - AWs Online Tech Talk
ML Fundamentals
Easily connect your ML models to data lakes using Amazon SageMaker Studio - AWs Online Tech Talk
AWS Developers Intermediate 3y ago
Smart Manufacturing Episode #3: How Machine Learning and IIoT Improve OEE - AWS Online Tech Talks
ML Fundamentals
Smart Manufacturing Episode #3: How Machine Learning and IIoT Improve OEE - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Making Sense of Health Data with Amazon HealthLake - AWS Online Tech Talks
ML Fundamentals
Making Sense of Health Data with Amazon HealthLake - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Oxford Real Estate Programme
ML Fundamentals
Oxford Real Estate 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
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
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
Drone through the Global Leadership Centre
ML Fundamentals
Drone through the Global Leadership Centre
Saïd Business School, University of Oxford Intermediate 3y ago
Model Driven Software Engineering - Computerphile
ML Fundamentals
Model Driven Software Engineering - Computerphile
Computerphile 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
Fireside Chat #5: Machine Learning + Infrastructure for Humans
ML Fundamentals
Fireside Chat #5: Machine Learning + Infrastructure for Humans
Outerbounds 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
Knowledge Graphs - Computerphile
ML Fundamentals
Knowledge Graphs - Computerphile
Computerphile Intermediate 3y ago
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Deep Learning with PyTorch : Object Localization
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Deep Learning with PyTorch : Object Localization
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Deploying Machine Learning Models
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Deploying Machine Learning Models
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KI für alle
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Self-paced
KI für alle
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Advanced Linear Models for Data Science 1: Least Squares
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Self-paced
Advanced Linear Models for Data Science 1: Least Squares
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BigQuery Machine Learning using Soccer Data
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BigQuery Machine Learning using Soccer Data
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Physics of Geometrical and Physical Optics
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Physics of Geometrical and Physical Optics
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