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
Joe Lucas   Post exploitation in Jupyter Environments | JupyterCon 2023
ML Fundamentals
Joe Lucas Post exploitation in Jupyter Environments | JupyterCon 2023
JupyterCon Intermediate 2y ago
MSc in Major Programme Management: Student Views
ML Fundamentals
MSc in Major Programme Management: Student Views
Saïd Business School, University of Oxford Intermediate 2y ago
Mike's Cube Code - Computerphile
ML Fundamentals ⚡ AI Lesson
Mike's Cube Code - Computerphile
Computerphile Intermediate 2y ago
Using Synthetic Data for Machine Learning & AI in Python
ML Fundamentals ⚡ AI Lesson
Using Synthetic Data for Machine Learning & AI in Python
DataCamp Intermediate 3y ago
Deploy Open Source AI Models within Minutes using Deep Infra
ML Fundamentals ⚡ AI Lesson
Deploy Open Source AI Models within Minutes using Deep Infra
AI Anytime Intermediate 3y ago
This pattern breaks, but for a good reason | Moser's circle problem
ML Fundamentals
This pattern breaks, but for a good reason | Moser's circle problem
3Blue1Brown Intermediate 3y ago
Lessons from Spending $675.92 to Talk to Top Data Scientists on Upwork #freelance #datascience
ML Fundamentals
Lessons from Spending $675.92 to Talk to Top Data Scientists on Upwork #freelance #datascience
Shaw Talebi Intermediate 3y ago
🔴 LIVE 🔴 MATRIX FACTORIZATION TECHNIQUES FOR RECOMMENDER SYSTEMS
ML Fundamentals ⚡ AI Lesson
🔴 LIVE 🔴 MATRIX FACTORIZATION TECHNIQUES FOR RECOMMENDER SYSTEMS
Aladdin Persson Intermediate 3y ago
Fully Connected 2023 Recap
ML Fundamentals
Fully Connected 2023 Recap
Weights & Biases Intermediate 3y ago
It's a Learner-First Market - Coursera Conference 2023
ML Fundamentals
It's a Learner-First Market - Coursera Conference 2023
Coursera Intermediate 3y ago
Synthetic Data Generation using Generative AI
ML Fundamentals ⚡ AI Lesson
Synthetic Data Generation using Generative AI
AI Anytime Intermediate 3y ago
Quantum: Current State 2023 (Quantum pt2) - Computerphile
ML Fundamentals ⚡ AI Lesson
Quantum: Current State 2023 (Quantum pt2) - Computerphile
Computerphile Intermediate 3y ago
AWS ML Heroes: Building GenAI Experiences on AWS in 15 Minutes! (Ep. 2)
ML Fundamentals ⚡ AI Lesson
AWS ML Heroes: Building GenAI Experiences on AWS in 15 Minutes! (Ep. 2)
AWS Developers Intermediate 3y ago
Building GenAI Experiences on Amazon SageMaker - AWS Machine Learning in 15 (Ep. 1)
ML Fundamentals ⚡ AI Lesson
Building GenAI Experiences on Amazon SageMaker - AWS Machine Learning in 15 (Ep. 1)
AWS Developers Intermediate 3y ago
Value of External Resources for Building a Company Platform
ML Fundamentals
Value of External Resources for Building a Company Platform
MLOps.community Intermediate 3y ago
LangChain Apps to Production with LangChain-serve // Deepankar Mahapatro // LLMs Con Lightning talk
ML Fundamentals
LangChain Apps to Production with LangChain-serve // Deepankar Mahapatro // LLMs Con Lightning talk
MLOps.community Intermediate 3y ago
Learn & Make Money 💰 with Data Science ✌️
ML Fundamentals
Learn & Make Money 💰 with Data Science ✌️
Analytics Vidhya Intermediate 3y ago
What’s new in ChromeOS | Google I/O 2023 - American Sign Language
ML Fundamentals
What’s new in ChromeOS | Google I/O 2023 - American Sign Language
Chrome for Developers Intermediate 3y ago
How to develop kiosk apps for ChromeOS
ML Fundamentals
How to develop kiosk apps for ChromeOS
Chrome for Developers Intermediate 3y ago
Supercharge your web app with Machine Learning and MediaPipe
ML Fundamentals
Supercharge your web app with Machine Learning and MediaPipe
Google for Developers Intermediate 3y ago
The five mega-trends shaping our world
ML Fundamentals ⚡ AI Lesson
The five mega-trends shaping our world
Saïd Business School, University of Oxford Intermediate 3y ago
Analyzing Credit Scores with tidymodels in R
ML Fundamentals ⚡ AI Lesson
Analyzing Credit Scores with tidymodels in R
DataCamp Intermediate 3y ago
Image Augmentation is AMAZING!
ML Fundamentals ⚡ AI Lesson
Image Augmentation is AMAZING!
Rob Mulla Intermediate 3y ago
Audio classification - ML on Android with MediaPipe Series
ML Fundamentals
Audio classification - ML on Android with MediaPipe Series
Google for Developers Intermediate 3y ago
Natural Language Processing meets MLOps
ML Fundamentals ⚡ AI Lesson
Natural Language Processing meets MLOps
Outerbounds Intermediate 3y ago
Learn how to create an inclusive culture
ML Fundamentals
Learn how to create an inclusive culture
Coursera Intermediate 3y ago
Building The Future of ML on W&B
ML Fundamentals ⚡ AI Lesson
Building The Future of ML on W&B
Weights & Biases Intermediate 3y ago
Implementing Gradient Descent in Python | DataHour by Atmakumar Rai
ML Fundamentals
Implementing Gradient Descent in Python | DataHour by Atmakumar Rai
Analytics Vidhya Intermediate 3y ago
🔴 LIVE 🔴 How to build a career in AI
ML Fundamentals
🔴 LIVE 🔴 How to build a career in AI
Aladdin Persson Intermediate 3y ago
Stable Diffusion Reimagine - New img2img - Fully Explained!
ML Fundamentals
Stable Diffusion Reimagine - New img2img - Fully Explained!
1littlecoder Intermediate 3y ago
AI Custom Drawings Classifier with Python
ML Fundamentals ⚡ AI Lesson
AI Custom Drawings Classifier with Python
NeuralNine Intermediate 3y ago
Text Generation AI - Next Word Prediction in Python
ML Fundamentals ⚡ AI Lesson
Text Generation AI - Next Word Prediction in Python
NeuralNine Intermediate 3y ago
Robotic Dexterity and Collaboration with Monroe Kennedy III - 619
ML Fundamentals ⚡ AI Lesson
Robotic Dexterity and Collaboration with Monroe Kennedy III - 619
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
What’s new in ChromeOS | Google I/O 2023
ML Fundamentals
What’s new in ChromeOS | Google I/O 2023
Chrome for Developers Intermediate 3y ago
Machine Learning Education at Uber // Melissa Barr & Michael Mui // MLOps Podcast #156
ML Fundamentals
Machine Learning Education at Uber // Melissa Barr & Michael Mui // MLOps Podcast #156
MLOps.community Intermediate 3y ago
Promoting Distributed Innovation // Melissa Barr & Michael Mui // MLOps Podcast #154 video clip
ML Fundamentals
Promoting Distributed Innovation // Melissa Barr & Michael Mui // MLOps Podcast #154 video clip
MLOps.community Intermediate 3y ago
Deep Learning in Google Maps
ML Fundamentals
Deep Learning in Google Maps
MLOps.community Intermediate 3y ago
Feature Engineering for Predicting Hotel Bookings with tidymodels
ML Fundamentals
Feature Engineering for Predicting Hotel Bookings with tidymodels
DataCamp Intermediate 3y ago
Productionize Your ML Workflows with MLOps Tools
ML Fundamentals
Productionize Your ML Workflows with MLOps Tools
Weights & Biases Intermediate 3y ago
ML in Production: A DS from Ubisoft Perspective // Jean-Michel Daignan // MLOps Podcast #151
ML Fundamentals
ML in Production: A DS from Ubisoft Perspective // Jean-Michel Daignan // MLOps Podcast #151
MLOps.community Intermediate 3y ago
Feature Engineering and Selection for Machine Learning | DataHour by Dr. Surabhi Thorat
ML Fundamentals
Feature Engineering and Selection for Machine Learning | DataHour by Dr. Surabhi Thorat
Analytics Vidhya Intermediate 3y ago
How to Build a Multi Task Model using TensorFlow | DataHour by Sateesh Sivakoti
ML Fundamentals ⚡ AI Lesson
How to Build a Multi Task Model using TensorFlow | DataHour by Sateesh Sivakoti
Analytics Vidhya Intermediate 3y ago
The State of Climate Finance in Africa
ML Fundamentals
The State of Climate Finance in Africa
Saïd Business School, University of Oxford Intermediate 3y ago
Methods to select column in pandas | python programming #shorts #python
ML Fundamentals
Methods to select column in pandas | python programming #shorts #python
Analytics Vidhya Intermediate 3y ago
Happy Holi to our entire Data Science Community #shorts #happyholi #datascience
ML Fundamentals
Happy Holi to our entire Data Science Community #shorts #happyholi #datascience
Analytics Vidhya Intermediate 3y ago
Build Your First Predictive Model - Titanic Survival Problem | Must have Resume Project
ML Fundamentals
Build Your First Predictive Model - Titanic Survival Problem | Must have Resume Project
Analytics Vidhya Intermediate 3y ago
Laptop Price Prediction with Python
ML Fundamentals ⚡ AI Lesson
Laptop Price Prediction with Python
NeuralNine Intermediate 3y ago
How to build a great Linkedin Profile - to get a job in 2023 #shorts #linkedin
ML Fundamentals ⚡ AI Lesson
How to build a great Linkedin Profile - to get a job in 2023 #shorts #linkedin
Analytics Vidhya Intermediate 3y ago
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Machine Learning for Absolute Beginners - Level 1
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Self-paced
Machine Learning for Absolute Beginners - Level 1
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NLP – Embeddings & Text Preprocessing in Python
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Self-paced
NLP – Embeddings & Text Preprocessing in Python
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CUDA Advanced Libraries
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CUDA Advanced Libraries
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Advanced Methods in Machine Learning Applications
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Advanced Methods in Machine Learning Applications
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Regression Analysis for Statistics & Machine Learning in R
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Self-paced
Regression Analysis for Statistics & Machine Learning in R
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Data Science Fundamentals Part 1: Unit 1
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Self-paced
Data Science Fundamentals Part 1: Unit 1
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