Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Predictive Disease Risk Modeling at 23andMe with Subarna Sinha - #436
ML Fundamentals
Predictive Disease Risk Modeling at 23andMe with Subarna Sinha - #436
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Deep learning for (almost) any text classification problem (binary, multi-class, multi-label)
ML Fundamentals
Deep learning for (almost) any text classification problem (binary, multi-class, multi-label)
Abhishek Thakur Intermediate 5y ago
Deploying Machine Learning Models Online with Watson Machine Learning | Python Scikit-Learn
ML Fundamentals
Deploying Machine Learning Models Online with Watson Machine Learning | Python Scikit-Learn
Nicholas Renotte Intermediate 5y ago
Productionizing Time-Series Workloads at Siemens Energy with Edgar Bahilo Rodriguez - #439
ML Fundamentals
Productionizing Time-Series Workloads at Siemens Energy with Edgar Bahilo Rodriguez - #439
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
NvRTX Unreal Engine 4 Branch: Ray Traced Foliage
ML Fundamentals
NvRTX Unreal Engine 4 Branch: Ray Traced Foliage
NVIDIA Developer Intermediate 5y ago
Brute Forcing The Countdown Numbers Game - Computerphile
ML Fundamentals
Brute Forcing The Countdown Numbers Game - Computerphile
Computerphile Intermediate 5y ago
๐Ÿงน Tune Hyperparameters Easily with W&B Sweeps
ML Fundamentals
๐Ÿงน Tune Hyperparameters Easily with W&B Sweeps
Weights & Biases Intermediate 5y ago
Pillars 1 & 2: Are We Close to a Deal? Next Steps
ML Fundamentals
Pillars 1 & 2: Are We Close to a Deal? Next Steps
Saรฏd Business School, University of Oxford Intermediate 5y ago
Pillars 1 & 2: Are We Close to a Deal? Other Views
ML Fundamentals
Pillars 1 & 2: Are We Close to a Deal? Other Views
Saรฏd Business School, University of Oxford Intermediate 5y ago
What are Digital Signatures? - Computerphile
ML Fundamentals
What are Digital Signatures? - Computerphile
Computerphile Intermediate 5y ago
Talks # 16: Issam Laradji; Build Large-Scale ML Projects & Manage Thousands of Experiments
ML Fundamentals
Talks # 16: Issam Laradji; Build Large-Scale ML Projects & Manage Thousands of Experiments
Abhishek Thakur Intermediate 5y ago
Ishant Successful Transition Story From Data Analyst To Data Scientist In E&Y And Ericsson
ML Fundamentals
Ishant Successful Transition Story From Data Analyst To Data Scientist In E&Y And Ericsson
Krish Naik Intermediate 5y ago
Adrien Treuille โ€” Building Blazingly Fast Tools That People Love
ML Fundamentals
Adrien Treuille โ€” Building Blazingly Fast Tools That People Love
Weights & Biases Intermediate 5y ago
Intelligent AI Chatbot in Python
ML Fundamentals
Intelligent AI Chatbot in Python
NeuralNine Intermediate 5y ago
Collaborative Filtering : Data Science Concepts
ML Fundamentals
Collaborative Filtering : Data Science Concepts
ritvikmath Intermediate 5y ago
NVAITC Webinar: Multi-GPU Training using Horovod
ML Fundamentals
NVAITC Webinar: Multi-GPU Training using Horovod
NVIDIA Developer Intermediate 5y ago
Soft Margin SVM : Data Science Concepts
ML Fundamentals
Soft Margin SVM : Data Science Concepts
ritvikmath Intermediate 5y ago
PyTorch Mobile and Android Neural Networks API | PyTorch Developer Day 2020
ML Fundamentals
PyTorch Mobile and Android Neural Networks API | PyTorch Developer Day 2020
PyTorch Intermediate 5y ago
TorchAudio | PyTorch Developer Day 2020
ML Fundamentals
TorchAudio | PyTorch Developer Day 2020
PyTorch Intermediate 5y ago
Handling Imbalanced Dataset Using Cost Sensitive Neural Networks- Credit Card Fraud Detection
ML Fundamentals
Handling Imbalanced Dataset Using Cost Sensitive Neural Networks- Credit Card Fraud Detection
Krish Naik Intermediate 5y ago
Let's Build a Language Translator! LIVE
ML Fundamentals
Let's Build a Language Translator! LIVE
Siraj Raval Intermediate 5y ago
Chia liang Kao - Practical Enterprise JupyterHub Deployment and MLOps with PrimeHub| JupyterCon 2020
ML Fundamentals
Chia liang Kao - Practical Enterprise JupyterHub Deployment and MLOps with PrimeHub| JupyterCon 2020
JupyterCon Intermediate 5y ago
Karla Spuldaro - Building AI Pipelines with Elyra | JupyterCon 2020
ML Fundamentals
Karla Spuldaro - Building AI Pipelines with Elyra | JupyterCon 2020
JupyterCon Intermediate 5y ago
AIDEN physio assistant by Shivay Lamba - Made with TensorFlow.js
ML Fundamentals
AIDEN physio assistant by Shivay Lamba - Made with TensorFlow.js
TensorFlow Intermediate 5y ago
Pillars 1 & 2: Are We Close to a Deal? Views from the Inclusive Framework Steering Group
ML Fundamentals
Pillars 1 & 2: Are We Close to a Deal? Views from the Inclusive Framework Steering Group
Saรฏd Business School, University of Oxford Intermediate 5y ago
Fevers, Feuds and Diamonds: Ebola and the Ravages of History
ML Fundamentals
Fevers, Feuds and Diamonds: Ebola and the Ravages of History
Saรฏd Business School, University of Oxford Intermediate 5y ago
Reshaping capitalism to drive real change
ML Fundamentals
Reshaping capitalism to drive real change
Saรฏd Business School, University of Oxford Intermediate 5y ago
NVAITC Webinar: Linear Regression in PyTorch
ML Fundamentals
NVAITC Webinar: Linear Regression in PyTorch
NVIDIA Developer Intermediate 5y ago
Investing in Procurement Builds Resilience
ML Fundamentals
Investing in Procurement Builds Resilience
Saรฏd Business School, University of Oxford Intermediate 5y ago
High-Level API for Autograd | PyTorch Developer Day 2020
ML Fundamentals
High-Level API for Autograd | PyTorch Developer Day 2020
PyTorch Intermediate 5y ago
Complex Numbers in PyTorch | PyTorch Developer Day 2020
ML Fundamentals
Complex Numbers in PyTorch | PyTorch Developer Day 2020
PyTorch Intermediate 5y ago
SVM (The Math) : Data Science Concepts
ML Fundamentals
SVM (The Math) : Data Science Concepts
ritvikmath Intermediate 5y ago
๐Ÿบ Version Control Data and Models with W&B Artifacts
ML Fundamentals
๐Ÿบ Version Control Data and Models with W&B Artifacts
Weights & Biases Intermediate 5y ago
AdaBoost : Data Science Concepts
ML Fundamentals
AdaBoost : Data Science Concepts
ritvikmath Intermediate 5y ago
Youth Setting the Agenda - Food and Agriculture
ML Fundamentals
Youth Setting the Agenda - Food and Agriculture
Saรฏd Business School, University of Oxford Intermediate 5y ago
Cheap talk? Living up to the Business Roundtable Statement
ML Fundamentals
Cheap talk? Living up to the Business Roundtable Statement
Saรฏd Business School, University of Oxford Intermediate 5y ago
Ineuron's Detailed Course Content Discussion Of ML And DL- Affordable AI Education
ML Fundamentals
Ineuron's Detailed Course Content Discussion Of ML And DL- Affordable AI Education
Krish Naik Intermediate 5y ago
Robert Nishihara โ€” The State of Distributed Computing in ML
ML Fundamentals
Robert Nishihara โ€” The State of Distributed Computing in ML
Weights & Biases Intermediate 5y ago
Random Boolean Networks - Computerphile
ML Fundamentals
Random Boolean Networks - Computerphile
Computerphile Intermediate 5y ago
TFIDF : Data Science Concepts
ML Fundamentals
TFIDF : Data Science Concepts
ritvikmath Intermediate 5y ago
Charles Frye on using machine learning to multiply by one
ML Fundamentals
Charles Frye on using machine learning to multiply by one
Weights & Biases Intermediate 5y ago
โšก Supercharge your Training with PyTorch Lightning + Weights & Biases
ML Fundamentals
โšก Supercharge your Training with PyTorch Lightning + Weights & Biases
Weights & Biases Intermediate 5y ago
Late Night Talks-Live Q&A-Ask Anything Related Data Science
ML Fundamentals
Late Night Talks-Live Q&A-Ask Anything Related Data Science
Krish Naik Intermediate 5y ago
Saturday Live Q&A Ask Anything Related Data Science
ML Fundamentals
Saturday Live Q&A Ask Anything Related Data Science
Krish Naik Intermediate 5y ago
Important Interview Questions On Convolution Neural Network- Deep Learning
ML Fundamentals
Important Interview Questions On Convolution Neural Network- Deep Learning
Krish Naik Intermediate 5y ago
Praveen Kanamarlapud - Kernel Life Cycle Management | JupyterCon 2020
ML Fundamentals
Praveen Kanamarlapud - Kernel Life Cycle Management | JupyterCon 2020
JupyterCon Intermediate 5y ago
Devin Robison - Optimizing model performance | JupyterCon 2020
ML Fundamentals
Devin Robison - Optimizing model performance | JupyterCon 2020
JupyterCon Intermediate 5y ago
Deep Learning-All Optimizers In One Video-SGD with Momentum,Adagrad,Adadelta,RMSprop,Adam Optimizers
ML Fundamentals
Deep Learning-All Optimizers In One Video-SGD with Momentum,Adagrad,Adadelta,RMSprop,Adam Optimizers
Krish Naik Intermediate 5y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Numerical Methods for Engineers
๐Ÿ“š Coursera Course โ†—
Self-paced
Numerical Methods for Engineers
Opens on Coursera โ†—
Measure Vector Similarity
๐Ÿ“š Coursera Course โ†—
Self-paced
Measure Vector Similarity
Opens on Coursera โ†—
Machine Learning with Python: Build & Optimize
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning with Python: Build & Optimize
Opens on Coursera โ†—
Advanced AI Techniques for the Supply Chain
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced AI Techniques for the Supply Chain
Opens on Coursera โ†—
Python: Implement & Evaluate Random Forests for ML
๐Ÿ“š Coursera Course โ†—
Self-paced
Python: Implement & Evaluate Random Forests for ML
Opens on Coursera โ†—
Create Image Captioning Models - ื‘ืขื‘ืจื™ืช
๐Ÿ“š Coursera Course โ†—
Self-paced
Create Image Captioning Models - ื‘ืขื‘ืจื™ืช
Opens on Coursera โ†—