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
Ep#7 - ML and Encryption - It's all about secure insights
ML Fundamentals
Ep#7 - ML and Encryption - It's all about secure insights
MLOps.community Beginner 5y ago
Ep#6 - Privacy-preserving ML with Differential Privacy
ML Fundamentals
Ep#6 - Privacy-preserving ML with Differential Privacy
MLOps.community Beginner 5y ago
Superpowers for next gen web apps: Machine learning
ML Fundamentals ⚡ AI Lesson
Superpowers for next gen web apps: Machine learning
Chrome for Developers Beginner 5y ago
Machine Learning 101 - Whiteboard Friday
ML Fundamentals
Machine Learning 101 - Whiteboard Friday
Moz Beginner 5y ago
Discover high-quality online degrees on Coursera that suit your lifestyle, schedule, and budget
ML Fundamentals
Discover high-quality online degrees on Coursera that suit your lifestyle, schedule, and budget
Coursera Beginner 5y ago
Transform Your Life and Impact the World With Courses on Coursera
ML Fundamentals
Transform Your Life and Impact the World With Courses on Coursera
Coursera Beginner 5y ago
Best NLP competitions on Kaggle (to learn from)
ML Fundamentals
Best NLP competitions on Kaggle (to learn from)
Abhishek Thakur Beginner 5y ago
Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
ML Fundamentals ⚡ AI Lesson
Michael Littman: Reinforcement Learning and the Future of AI | Lex Fridman Podcast #144
Lex Fridman Beginner 5y ago
Compete More Effectively on Kaggle using Weights & Biases
ML Fundamentals
Compete More Effectively on Kaggle using Weights & Biases
Weights & Biases Beginner 5y ago
I got a chance to try NVIDIA A100 GPU via qblocks.cloud
ML Fundamentals
I got a chance to try NVIDIA A100 GPU via qblocks.cloud
Abhishek Thakur Beginner 5y ago
TensorFlow.js Community "Show & Tell" #4
ML Fundamentals ⚡ AI Lesson
TensorFlow.js Community "Show & Tell" #4
TensorFlow Beginner 5y ago
Custom Handpose Gesture Detection with Tensorflow.Js and React.Js | Deep Learning Hand Tracking
ML Fundamentals
Custom Handpose Gesture Detection with Tensorflow.Js and React.Js | Deep Learning Hand Tracking
Nicholas Renotte Beginner 5y ago
W&B Deep Learning Salon
ML Fundamentals
W&B Deep Learning Salon
Weights & Biases Beginner 5y ago
PCA explained with intuition, a little math and code
ML Fundamentals ⚡ AI Lesson
PCA explained with intuition, a little math and code
AI Coffee Break with Letitia Beginner 5y ago
Are Neural Networks Intelligent?
ML Fundamentals ⚡ AI Lesson
Are Neural Networks Intelligent?
CodeEmporium Beginner 5y ago
Overfitting, Underfitting And Data Leakage Explanation With Simple Example
ML Fundamentals
Overfitting, Underfitting And Data Leakage Explanation With Simple Example
Krish Naik Beginner 5y ago
Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
ML Fundamentals ⚡ AI Lesson
Deepmind's Alphafold2 Solves Protein Structures (Part 2) #shorts
Data Professor Beginner 5y ago
Christmas GiveAway Osmo Coding Starter Kit!!! Enter To Win!!! ***CLOSED***
ML Fundamentals
Christmas GiveAway Osmo Coding Starter Kit!!! Enter To Win!!! ***CLOSED***
NPStation Beginner 5y ago
Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
ML Fundamentals
Deepmind's Alphafold2 Solves Protein Structures (Part 1) #shorts
Data Professor Beginner 5y ago
Deep Learning’s Most Important Ideas | Machine Learning Monthly November 2020
ML Fundamentals
Deep Learning’s Most Important Ideas | Machine Learning Monthly November 2020
Daniel Bourke Beginner 5y ago
Investing in Procurement Builds Resilience
ML Fundamentals
Investing in Procurement Builds Resilience
Saïd Business School, University of Oxford Beginner 5y ago
The opportunities with AI and machine learning
ML Fundamentals
The opportunities with AI and machine learning
Microsoft Research Beginner 5y ago
12.5 Extending Binary Metric to Multiclass Problems (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.5 Extending Binary Metric to Multiclass Problems (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.4 Receiver Operating Characteristic (L12 Model Eval 5: Performance Metrics)
ML Fundamentals ⚡ AI Lesson
12.4 Receiver Operating Characteristic (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
ML Fundamentals
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
Microsoft Research Beginner 5y ago
AlphaFold2 - Quick Thoughts on 3D Spatial Graphs and Graph Neural Networks
ML Fundamentals
AlphaFold2 - Quick Thoughts on 3D Spatial Graphs and Graph Neural Networks
Connor Shorten Beginner 5y ago
Manolis Kellis: Meaning of Life, the Universe, and Everything | Lex Fridman Podcast #142
ML Fundamentals ⚡ AI Lesson
Manolis Kellis: Meaning of Life, the Universe, and Everything | Lex Fridman Podcast #142
Lex Fridman Beginner 5y ago
NVAITC Webinar: Deploying Models with TensorRT
ML Fundamentals
NVAITC Webinar: Deploying Models with TensorRT
NVIDIA Developer Beginner 5y ago
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
ML Fundamentals
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
NVIDIA Developer Beginner 5y ago
Big Data, Hadoop and Machine Learning Explained using Dams
ML Fundamentals ⚡ AI Lesson
Big Data, Hadoop and Machine Learning Explained using Dams
Imaad Mohamed Khan Beginner 5y ago
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)
ML Fundamentals
Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)
Yannic Kilcher Beginner 5y ago
Getting ready to learn Python, Windows edition #7: git for repository management
ML Fundamentals
Getting ready to learn Python, Windows edition #7: git for repository management
Brandon Rohrer Beginner 5y ago
Getting ready to learn Python, Windows edition #6: pip for package management
ML Fundamentals
Getting ready to learn Python, Windows edition #6: pip for package management
Brandon Rohrer Beginner 5y ago
How to get software engineering internship | How to get programming Job
ML Fundamentals
How to get software engineering internship | How to get programming Job
codebasics Beginner 5y ago
Credit Risk Modeling in Python Course
ML Fundamentals
Credit Risk Modeling in Python Course
365 Data Science Beginner 5y ago
Solving Nintendo HireMe!!! with "Basic" Math
ML Fundamentals ⚡ AI Lesson
Solving Nintendo HireMe!!! with "Basic" Math
LiveOverflow Beginner 5y ago
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
ML Fundamentals
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
MLOps.community Beginner 5y ago
Diganta Mishra on smooth activations, robustness, and catastrophic forgetting
ML Fundamentals
Diganta Mishra on smooth activations, robustness, and catastrophic forgetting
Weights & Biases Beginner 5y ago
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
ML Fundamentals
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
MLOps.community Beginner 5y ago
Ep#5 - The intersection between DataOps and privacy
ML Fundamentals
Ep#5 - The intersection between DataOps and privacy
MLOps.community Beginner 5y ago
12.3 Balanced Accuracy (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.3 Balanced Accuracy (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.2 Precision, Recall, and F1 Score (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.2 Precision, Recall, and F1 Score (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.1 Confusion Matrix (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.1 Confusion Matrix (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
12.0 Lecture Overview (L12 Model Eval 5: Performance Metrics)
ML Fundamentals
12.0 Lecture Overview (L12 Model Eval 5: Performance Metrics)
Sebastian Raschka Beginner 5y ago
NVAITC Webinar: Introduction to Convolutional Neural Networks
ML Fundamentals
NVAITC Webinar: Introduction to Convolutional Neural Networks
NVIDIA Developer Beginner 5y ago
Getting ready to learn Python, Mac edition #7: Build repositories with git
ML Fundamentals
Getting ready to learn Python, Mac edition #7: Build repositories with git
Brandon Rohrer Beginner 5y ago
Getting ready to learn Python, Mac edition #6: Download packages with pip
ML Fundamentals
Getting ready to learn Python, Mac edition #6: Download packages with pip
Brandon Rohrer Beginner 5y ago
10 things I'm grateful for this Thanksgiving
ML Fundamentals
10 things I'm grateful for this Thanksgiving
Lex Fridman Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Building, Optimizing, and Validating Machine Learning Models
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Self-paced
Building, Optimizing, and Validating Machine Learning Models
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Mendeploy dan Menskalakan Model AI dengan Cloud Run
📚 Coursera Course ↗
Self-paced
Mendeploy dan Menskalakan Model AI dengan Cloud Run
Opens on Coursera ↗
Follow a Machine Learning Workflow
📚 Coursera Course ↗
Self-paced
Follow a Machine Learning Workflow
Opens on Coursera ↗
AWS Artificial Intelligence Practitioner
📚 Coursera Course ↗
Self-paced
AWS Artificial Intelligence Practitioner
Opens on Coursera ↗
KALKÜLÜS II: TEMEL KAVRAMLAR / CALCULUS II: BASIC CONCEPTS
📚 Coursera Course ↗
Self-paced
KALKÜLÜS II: TEMEL KAVRAMLAR / CALCULUS II: BASIC CONCEPTS
Opens on Coursera ↗
Foundations of Deep Reinforcement Learning with PyTorch
📚 Coursera Course ↗
Self-paced
Foundations of Deep Reinforcement Learning with PyTorch
Opens on Coursera ↗