Foundations

ML Fundamentals

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

13114
lessons
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
Oxford University Centre for Corporate Reputation - Virtual Reputation Symposium 2021
ML Fundamentals
Oxford University Centre for Corporate Reputation - Virtual Reputation Symposium 2021
Saïd Business School, University of Oxford Advanced 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
Help Protect the Great Barrier Reef with Machine Learning
TensorFlow Beginner 4y ago
Discussing System On Chip (SoC) - Computerphile
ML Fundamentals
Discussing System On Chip (SoC) - Computerphile
Computerphile Intermediate 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
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
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
Math4ML Exercises: Probability
ML Fundamentals
Math4ML Exercises: Probability
Weights & Biases 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
Building Machine Learning Applications Fast
ML Fundamentals
Building Machine Learning Applications Fast
HuggingFace Intermediate 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
Live Code Along: Machine Learning with XGBoost in Python
ML Fundamentals
Live Code Along: Machine Learning with XGBoost in Python
DataCamp Intermediate 4y ago
5 Data Science Myths you shouldn't believe
ML Fundamentals
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
Github Copilot: Good or Bad?
ML Fundamentals
Github Copilot: Good or Bad?
sentdex Advanced 4y ago
Incredible things your community is creating with TensorFlow.js  - #MadeWithTFJS
ML Fundamentals
Incredible things your community is creating with TensorFlow.js - #MadeWithTFJS
TensorFlow Beginner 4y ago
Depth Camera - Computerphile
ML Fundamentals
Depth Camera - Computerphile
Computerphile Beginner 4y ago
Statistics Books For Data Science and Machine Learning
ML Fundamentals
Statistics Books For Data Science and Machine Learning
codebasics 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
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
Showcase your model demos with 🤗 Spaces
ML Fundamentals
Showcase your model demos with 🤗 Spaces
HuggingFace Intermediate 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
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
PyTorch: Bridging AI Research and Production // Dmytro Dzhulgakov // MLOps Coffee Sessions #63
ML Fundamentals
PyTorch: Bridging AI Research and Production // Dmytro Dzhulgakov // MLOps Coffee Sessions #63
MLOps.community Intermediate 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
How to get involved in Machine Learning
TensorFlow Beginner 4y ago
Chip floorplanning with deep reinforcement learning
ML Fundamentals
Chip floorplanning with deep reinforcement learning
TensorFlow Beginner 4y ago
Cloud TPU v4: Fast, flexible, and easy-to-use ML accelerators
ML Fundamentals
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
Simplified distributed training with tf.distribute parameter servers
TensorFlow Beginner 4y ago
Building Machine Learning models with Edge Impulse
ML Fundamentals
Building Machine Learning models with Edge Impulse
TensorFlow Beginner 4y ago
Intro to JAX: Accelerating Machine Learning research
ML Fundamentals
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
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
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
State-of-the-art Machine Learning research with Google tools | Keynote
TensorFlow Beginner 4y ago
Engage with the Machine Learning community | Keynote
ML Fundamentals
Engage with the Machine Learning community | Keynote
TensorFlow Beginner 4y ago
How Machine Learning tools at Google made AlphaFold possible | Keynote
ML Fundamentals
How Machine Learning tools at Google made AlphaFold possible | Keynote
TensorFlow Beginner 4y ago
Machine Learning for mobile | Keynote
ML Fundamentals
Machine Learning for mobile | Keynote
TensorFlow Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Algebra and Differential Calculus for Data Science
📚 Coursera Course ↗
Self-paced
Algebra and Differential Calculus for Data Science
Opens on Coursera ↗
Basic Data Processing and Visualization
📚 Coursera Course ↗
Self-paced
Basic Data Processing and Visualization
Opens on Coursera ↗
Pricing Options with Mathematical Models
📚 Coursera Course ↗
Self-paced
Pricing Options with Mathematical Models
Opens on Coursera ↗
Sequence Modeling, Transformers, and Transfer Learning
📚 Coursera Course ↗
Self-paced
Sequence Modeling, Transformers, and Transfer Learning
Opens on Coursera ↗
Physics 101 - Forces and Kinematics
📚 Coursera Course ↗
Self-paced
Physics 101 - Forces and Kinematics
Opens on Coursera ↗
Predictive Analytics
📚 Coursera Course ↗
Self-paced
Predictive Analytics
Opens on Coursera ↗