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
Building Machine Learning models with Edge Impulse
ML Fundamentals ⚡ AI Lesson
Building Machine Learning models with Edge Impulse
TensorFlow Beginner 4y ago
Intro to JAX: Accelerating Machine Learning research
ML Fundamentals ⚡ AI Lesson
Intro to JAX: Accelerating Machine Learning research
TensorFlow Beginner 4y ago
Math4ML Exercises: Linear Algebra, cont'd
ML Fundamentals
Math4ML Exercises: Linear Algebra, cont'd
Weights & Biases Beginner 4y ago
Depth Camera - Computerphile
ML Fundamentals ⚡ AI Lesson
Depth Camera - Computerphile
Computerphile Beginner 4y ago
Statistics Books For Data Science and Machine Learning
ML Fundamentals ⚡ AI Lesson
Statistics Books For Data Science and Machine Learning
codebasics Beginner 4y ago
Entos Transforms Drug Discovery With NVIDIA AI-Powered Molecular Simulation
ML Fundamentals
Entos Transforms Drug Discovery With NVIDIA AI-Powered Molecular Simulation
NVIDIA Developer Beginner 4y ago
Math4ML Exercises: Getting Started & Linear Algebra
ML Fundamentals
Math4ML Exercises: Getting Started & Linear Algebra
Weights & Biases Beginner 4y ago
Synthetic Data Generation using Omniverse Replicator for Isaac Sim
ML Fundamentals
Synthetic Data Generation using Omniverse Replicator for Isaac Sim
NVIDIA Developer Beginner 4y ago
I Don't Like Jupyter Notebooks // Joel Grus // Coffee Sessions #62
ML Fundamentals
I Don't Like Jupyter Notebooks // Joel Grus // Coffee Sessions #62
MLOps.community Beginner 4y ago
MLOps at Volvo Cars // Leonard  Aukea // MLOps Meetup #84
ML Fundamentals
MLOps at Volvo Cars // Leonard Aukea // MLOps Meetup #84
MLOps.community Beginner 4y ago
Is This An Efficient Way To Handle 90 Days Notice Period?
ML Fundamentals
Is This An Efficient Way To Handle 90 Days Notice Period?
Krish Naik Beginner 4y ago
Free datasets for machine learning and data science projects
ML Fundamentals
Free datasets for machine learning and data science projects
codebasics Beginner 4y ago
Coding a Neural Network from Scratch in Pure JAX | Machine Learning with JAX | Tutorial #3
ML Fundamentals
Coding a Neural Network from Scratch in Pure JAX | Machine Learning with JAX | Tutorial #3
Aleksa Gordić - The AI Epiphany Beginner 4y ago
Create Your Custom Dataset Using Faker Library
ML Fundamentals
Create Your Custom Dataset Using Faker Library
Krish Naik Beginner 4y ago
AutoXGB - Automated ML with xgboost + optuna + fastapi | Kaggle Demo
ML Fundamentals
AutoXGB - Automated ML with xgboost + optuna + fastapi | Kaggle Demo
1littlecoder Beginner 4y ago
Machine Learning with JAX - From Hero to HeroPro+ | Tutorial #2
ML Fundamentals ⚡ AI Lesson
Machine Learning with JAX - From Hero to HeroPro+ | Tutorial #2
Aleksa Gordić - The AI Epiphany Beginner 4y ago
Data Scientist answers Most Google Questions on Machine Learning
ML Fundamentals ⚡ AI Lesson
Data Scientist answers Most Google Questions on Machine Learning
CodeEmporium Beginner 4y ago
Diploma in Financial Strategy Taster Lecture: Mergers, Acquisitions and Joint Ventures
ML Fundamentals
Diploma in Financial Strategy Taster Lecture: Mergers, Acquisitions and Joint Ventures
Saïd Business School, University of Oxford Beginner 4y ago
Fireside Chat with Shadab Khan - AI in Healthcare and Data Science Career Tips
ML Fundamentals ⚡ AI Lesson
Fireside Chat with Shadab Khan - AI in Healthcare and Data Science Career Tips
Imaad Mohamed Khan Beginner 4y ago
How To Web Scrape & Download Images With Python
ML Fundamentals
How To Web Scrape & Download Images With Python
Tech With Tim Beginner 4y ago
Adapt this pattern to solve many Machine Learning problems
ML Fundamentals ⚡ AI Lesson
Adapt this pattern to solve many Machine Learning problems
Data School Beginner 4y ago
Metaflow GUI for monitoring machine learning workflows
ML Fundamentals ⚡ AI Lesson
Metaflow GUI for monitoring machine learning workflows
Outerbounds Beginner 4y ago
Using technology to facilitate COVID-19 vaccinations in India with Bhavesh Bhatt #IamaGDE
ML Fundamentals
Using technology to facilitate COVID-19 vaccinations in India with Bhavesh Bhatt #IamaGDE
Google for Developers Beginner 4y ago
Manage MLOps and deploy Machine Learning to production with the new and improved TFX
ML Fundamentals ⚡ AI Lesson
Manage MLOps and deploy Machine Learning to production with the new and improved TFX
TensorFlow Beginner 4y ago
Simplified Machine Learning on mobile, browsers, and edge devices with on-device ML
ML Fundamentals ⚡ AI Lesson
Simplified Machine Learning on mobile, browsers, and edge devices with on-device ML
TensorFlow Beginner 4y ago
State-of-the-art Machine Learning research with Google tools | Keynote
ML Fundamentals ⚡ AI Lesson
State-of-the-art Machine Learning research with Google tools | Keynote
TensorFlow Beginner 4y ago
Engage with the Machine Learning community | Keynote
ML Fundamentals ⚡ AI Lesson
Engage with the Machine Learning community | Keynote
TensorFlow Beginner 4y ago
How Machine Learning tools at Google made AlphaFold possible | Keynote
ML Fundamentals ⚡ AI Lesson
How Machine Learning tools at Google made AlphaFold possible | Keynote
TensorFlow Beginner 4y ago
Machine Learning for mobile | Keynote
ML Fundamentals ⚡ AI Lesson
Machine Learning for mobile | Keynote
TensorFlow Beginner 4y ago
Machine learning tools from Google 2021 | Keynote
ML Fundamentals ⚡ AI Lesson
Machine learning tools from Google 2021 | Keynote
TensorFlow Beginner 4y ago
Powered by TensorFlow: How machine learning helps advance access to human rights information
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: How machine learning helps advance access to human rights information
TensorFlow Beginner 4y ago
Powered by TensorFlow: Creating a custom, machine learning-powered drumming arm
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Creating a custom, machine learning-powered drumming arm
TensorFlow Beginner 4y ago
Self Driving Cars using Udacity Car Simulator - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Self Driving Cars using Udacity Car Simulator - Made with TensorFlow.js
TensorFlow Beginner 4y ago
Suggest Me Some Ideas Give Aways
ML Fundamentals
Suggest Me Some Ideas Give Aways
Krish Naik Beginner 4y ago
Making OSS Machine Learning communities more diverse | Keynote
ML Fundamentals ⚡ AI Lesson
Making OSS Machine Learning communities more diverse | Keynote
TensorFlow Beginner 4y ago
I'm a developer, how can I become an ML developer? | Breakout session
ML Fundamentals ⚡ AI Lesson
I'm a developer, how can I become an ML developer? | Breakout session
TensorFlow Beginner 4y ago
Why diversity matters in Machine Learning communities | Keynote
ML Fundamentals ⚡ AI Lesson
Why diversity matters in Machine Learning communities | Keynote
TensorFlow Beginner 4y ago
How to get started in Machine Learning | Breakout session
ML Fundamentals ⚡ AI Lesson
How to get started in Machine Learning | Breakout session
TensorFlow Beginner 4y ago
Get involved in Machine Learning
ML Fundamentals ⚡ AI Lesson
Get involved in Machine Learning
TensorFlow Beginner 4y ago
From being the only woman in the room to empowering the next generation | Fireside chat
ML Fundamentals ⚡ AI Lesson
From being the only woman in the room to empowering the next generation | Fireside chat
TensorFlow Beginner 4y ago
Python – Different Ways To Import Module From Different Directory
ML Fundamentals
Python – Different Ways To Import Module From Different Directory
Krish Naik Beginner 4y ago
W&B Paper Reading Group: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
ML Fundamentals ⚡ AI Lesson
W&B Paper Reading Group: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Weights & Biases Beginner 4y ago
ML Tests // Svet Penkov // Coffee Sessions #61
ML Fundamentals
ML Tests // Svet Penkov // Coffee Sessions #61
MLOps.community Beginner 4y ago
Top takeaways from Women in Machine Learning Symposium 2021
ML Fundamentals ⚡ AI Lesson
Top takeaways from Women in Machine Learning Symposium 2021
TensorFlow Beginner 4y ago
Why Sample Variance is Divided by n-1
ML Fundamentals
Why Sample Variance is Divided by n-1
Krish Naik Beginner 4y ago
Reasons Why Your Resume May Not Get Selected?
ML Fundamentals
Reasons Why Your Resume May Not Get Selected?
Krish Naik Beginner 4y ago
Pete Warden, Tensor Flow's Tech Lead on reducing ML model size for mobile and embedded devices
ML Fundamentals
Pete Warden, Tensor Flow's Tech Lead on reducing ML model size for mobile and embedded devices
Weights & Biases Beginner 4y ago
Visualizing autoencoders - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Visualizing autoencoders - Made with TensorFlow.js
TensorFlow Beginner 4y ago
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Deep learning in Electronic Health Records - CDSS 2
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Deep learning in Electronic Health Records - CDSS 2
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Curso Completo de Deep Learning
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Curso Completo de Deep Learning
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Fundamentals of Machine Learning for Healthcare
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Fundamentals of Machine Learning for Healthcare
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Interpretable Machine Learning Applications: Part 2
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Interpretable Machine Learning Applications: Part 2
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Foundational Mathematics for AI
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Foundational Mathematics for AI
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Fundamentals of AWS AI and ML Solutions
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Fundamentals of AWS AI and ML Solutions
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