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
Teaching Robots to Walk w/ Reinforcement Learning
ML Fundamentals
Teaching Robots to Walk w/ Reinforcement Learning
sentdex Beginner 4y ago
How I Got a Job at DeepMind as a Research Engineer (without a Machine Learning Degree!)
ML Fundamentals
How I Got a Job at DeepMind as a Research Engineer (without a Machine Learning Degree!)
Aleksa Gordić - The AI Epiphany Beginner 4y ago
Chai Time Kaggle Talks with Darek Kleczek - Kaggle Competitions Master
ML Fundamentals
Chai Time Kaggle Talks with Darek Kleczek - Kaggle Competitions Master
Weights & Biases Beginner 4y ago
Oxford MBA - Africa Initiative webinar and student panel
ML Fundamentals
Oxford MBA - Africa Initiative webinar and student panel
Saïd Business School, University of Oxford Beginner 4y ago
Why Is Data Engineering So HOT Right Now?
ML Fundamentals ⚡ AI Lesson
Why Is Data Engineering So HOT Right Now?
Ken Jee Beginner 4y ago
9. Deploy ML Gradio App on Hugging Face Spaces - Deep Learning Sentiment Analysis
ML Fundamentals
9. Deploy ML Gradio App on Hugging Face Spaces - Deep Learning Sentiment Analysis
1littlecoder Beginner 4y ago
Starting with Neural Networks and AI in Python
ML Fundamentals ⚡ AI Lesson
Starting with Neural Networks and AI in Python
Real Python Beginner 4y ago
When you say YES to something you are saying NO to something else.
ML Fundamentals
When you say YES to something you are saying NO to something else.
codebasics Beginner 4y ago
iNeuron Full Stack Data Science Course With Job Guarantee
ML Fundamentals
iNeuron Full Stack Data Science Course With Job Guarantee
Krish Naik Beginner 4y ago
Tutorial to build Deep Learning Punctuation Corrector in Python | Hugging Face Applied NLP
ML Fundamentals
Tutorial to build Deep Learning Punctuation Corrector in Python | Hugging Face Applied NLP
1littlecoder Beginner 4y ago
YouTube Search Team Answers the Web's Most Searched Questions | WIRED
ML Fundamentals
YouTube Search Team Answers the Web's Most Searched Questions | WIRED
WIRED Beginner 4y ago
Impact of SWE in ML Projects // Laszlo Sragner and Tim Blazina // MLOps Reading Group #1
ML Fundamentals
Impact of SWE in ML Projects // Laszlo Sragner and Tim Blazina // MLOps Reading Group #1
MLOps.community Beginner 4y ago
The Best Book For Learning & Get Your Basics Strong In Data Science
ML Fundamentals
The Best Book For Learning & Get Your Basics Strong In Data Science
Krish Naik Beginner 4y ago
Help Protect the Great Barrier Reef with Machine Learning
ML Fundamentals ⚡ AI Lesson
Help Protect the Great Barrier Reef with Machine Learning
TensorFlow Beginner 4y ago
Proximal Policy Optimization Implementation: 8 Details for Continuous Actions (3/3)
ML Fundamentals
Proximal Policy Optimization Implementation: 8 Details for Continuous Actions (3/3)
Weights & Biases Beginner 4y ago
Paint Me a Picture: NVIDIA Research Shows GauGAN AI Art Demo Now Responds to Words
ML Fundamentals
Paint Me a Picture: NVIDIA Research Shows GauGAN AI Art Demo Now Responds to Words
NVIDIA Developer Beginner 4y ago
Live Q&A: Data Science, ML. Ft: Anuj Gupta (Head of Machine Learning @ Vahan Inc, NLP Book Author)
ML Fundamentals
Live Q&A: Data Science, ML. Ft: Anuj Gupta (Head of Machine Learning @ Vahan Inc, NLP Book Author)
codebasics Beginner 4y ago
Regularization in a Neural Network | Dealing with overfitting
ML Fundamentals
Regularization in a Neural Network | Dealing with overfitting
AssemblyAI Beginner 4y ago
Introduction to Machine Learning
ML Fundamentals
Introduction to Machine Learning
CS50 Beginner 4y ago
DevFest North America Nov 19-20, 2021 | Google Developer Groups
ML Fundamentals
DevFest North America Nov 19-20, 2021 | Google Developer Groups
Google for Developers Beginner 4y ago
Managed Training with Amazon SageMaker and 🤗 Transformers
ML Fundamentals
Managed Training with Amazon SageMaker and 🤗 Transformers
HuggingFace Beginner 4y ago
The Hugging Face Hub as a means to collaborate on and share Machine Learning projects
ML Fundamentals
The Hugging Face Hub as a means to collaborate on and share Machine Learning projects
HuggingFace Beginner 4y ago
Cybersecurity Threats // Monika Venčkauskaitė // Meetup #70 short clip
ML Fundamentals
Cybersecurity Threats // Monika Venčkauskaitė // Meetup #70 short clip
MLOps.community Beginner 4y ago
Diploma in Artificial Intelligence for Business Student Panel
ML Fundamentals
Diploma in Artificial Intelligence for Business Student Panel
Saïd Business School, University of Oxford Beginner 4y ago
5 Data Science Myths you shouldn't believe
ML Fundamentals ⚡ AI Lesson
5 Data Science Myths you shouldn't believe
CodeEmporium Beginner 4y ago
Data Science and Machine Learning Certificate, IIT Roorkee on Coursera
ML Fundamentals
Data Science and Machine Learning Certificate, IIT Roorkee on Coursera
Coursera Beginner 4y ago
Python Graph Neural Network Libraries (an Overview)
ML Fundamentals
Python Graph Neural Network Libraries (an Overview)
DeepFindr Beginner 4y ago
Incredible things your community is creating with TensorFlow.js  - #MadeWithTFJS
ML Fundamentals ⚡ AI Lesson
Incredible things your community is creating with TensorFlow.js - #MadeWithTFJS
TensorFlow Beginner 4y ago
Depth Camera - Computerphile
ML Fundamentals ⚡ AI Lesson
Depth Camera - Computerphile
Computerphile Beginner 4y ago
This Is The Perfect Resume For Data Science Role
ML Fundamentals
This Is The Perfect Resume For Data Science Role
Krish Naik Beginner 4y ago
Skills Based On Experience For Data Science Roles
ML Fundamentals
Skills Based On Experience For Data Science Roles
Krish Naik Beginner 4y ago
Math4ML Exercises: Probability
ML Fundamentals ⚡ AI Lesson
Math4ML Exercises: Probability
Weights & Biases Beginner 4y ago
Day 2- 24 Hours Hackathon Competition Vlog At KIET
ML Fundamentals
Day 2- 24 Hours Hackathon Competition Vlog At KIET
Krish Naik Beginner 4y ago
NLP Workflows with Keras
ML Fundamentals
NLP Workflows with Keras
HuggingFace Beginner 4y ago
Math4ML Exercises: Calculus
ML Fundamentals
Math4ML Exercises: Calculus
Weights & Biases Beginner 4y ago
Day 1-AI and Machine Learning Hackathon Workshop For KIET
ML Fundamentals
Day 1-AI and Machine Learning Hackathon Workshop For KIET
Krish Naik Beginner 4y ago
Trailer- Ineuron First College 24 hours Hackathon 2021 At KIET Kakinada
ML Fundamentals
Trailer- Ineuron First College 24 hours Hackathon 2021 At KIET Kakinada
Krish Naik Beginner 4y ago
How to get involved in Machine Learning
ML Fundamentals ⚡ AI Lesson
How to get involved in Machine Learning
TensorFlow Beginner 4y ago
Chip floorplanning with deep reinforcement learning
ML Fundamentals ⚡ AI Lesson
Chip floorplanning with deep reinforcement learning
TensorFlow Beginner 4y ago
Cloud TPU v4: Fast, flexible, and easy-to-use ML accelerators
ML Fundamentals ⚡ AI Lesson
Cloud TPU v4: Fast, flexible, and easy-to-use ML accelerators
TensorFlow Beginner 4y ago
Data-Centric AI Means Centralizing Training Data // Alberto Rizzoli // MLOps Meetup #85
ML Fundamentals
Data-Centric AI Means Centralizing Training Data // Alberto Rizzoli // MLOps Meetup #85
MLOps.community Beginner 4y ago
Simplified distributed training with tf.distribute parameter servers
ML Fundamentals ⚡ AI Lesson
Simplified distributed training with tf.distribute parameter servers
TensorFlow Beginner 4y ago
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
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
📚 Coursera Courses Opens on Coursera · Free to audit
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Algebra and Differential Calculus for Data Science
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Self-paced
Algebra and Differential Calculus for Data Science
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Data Science Fundamentals Part 2: Unit 3
📚 Coursera Course ↗
Self-paced
Data Science Fundamentals Part 2: Unit 3
Opens on Coursera ↗
Build & Optimize TensorFlow ML Workflows
📚 Coursera Course ↗
Self-paced
Build & Optimize TensorFlow ML Workflows
Opens on Coursera ↗
Deep Learning with Keras and Practical Applications
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Self-paced
Deep Learning with Keras and Practical Applications
Opens on Coursera ↗
Innovating with Google Cloud Artificial Intelligence - Français
📚 Coursera Course ↗
Self-paced
Innovating with Google Cloud Artificial Intelligence - Français
Opens on Coursera ↗
VLSI CAD Part I: Logic
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Self-paced
VLSI CAD Part I: Logic
Opens on Coursera ↗