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
Why OOPS Concepts Is Must For Implementing Complex Data Science Projects
ML Fundamentals
Why OOPS Concepts Is Must For Implementing Complex Data Science Projects
Krish Naik Intermediate 5y ago
Data Scientist Job Descriptions | 365 Data Science In-Depth Study
ML Fundamentals
Data Scientist Job Descriptions | 365 Data Science In-Depth Study
365 Data Science Beginner 5y ago
Did You Improve Your Productivity During This Lockdown?- Data Science - Sharing My Experience
ML Fundamentals
Did You Improve Your Productivity During This Lockdown?- Data Science - Sharing My Experience
Krish Naik Intermediate 5y ago
TensorFlow and Keras GPU Support - CUDA GPU Setup
ML Fundamentals
TensorFlow and Keras GPU Support - CUDA GPU Setup
deeplizard Beginner 5y ago
Leadership in a New Retail Landscape
ML Fundamentals
Leadership in a New Retail Landscape
Saïd Business School, University of Oxford Intermediate 5y ago
Modes of Operation - Computerphile
ML Fundamentals
Modes of Operation - Computerphile
Computerphile Beginner 5y ago
Real-world image classification using convolutional neural networks | Machine Learning Foundations
ML Fundamentals
Real-world image classification using convolutional neural networks | Machine Learning Foundations
Google for Developers Intermediate 5y ago
Coding the SARIMA Model : Time Series Talk
ML Fundamentals
Coding the SARIMA Model : Time Series Talk
ritvikmath Intermediate 5y ago
GOTO Episode 5 - The Summit - with keynote speaker, Al Gore
ML Fundamentals
GOTO Episode 5 - The Summit - with keynote speaker, Al Gore
Saïd Business School, University of Oxford Beginner 5y ago
PyTorch on the GPU - Training Neural Networks with CUDA
ML Fundamentals
PyTorch on the GPU - Training Neural Networks with CUDA
deeplizard Beginner 5y ago
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
ML Fundamentals
Linear Algebra Ep 1 | Introduction to Vectors, Matrices and Tensors using NumPy
Harshit Tyagi Beginner 5y ago
Google Developers ML Summit
ML Fundamentals
Google Developers ML Summit
Google for Developers Beginner 5y ago
Class Iterators : Python Basics
ML Fundamentals
Class Iterators : Python Basics
ritvikmath Beginner 5y ago
Linear Regression in Python | Data Science with Marco
ML Fundamentals
Linear Regression in Python | Data Science with Marco
Data Science with Marco Beginner 5y ago
Introduction to Energy-Based Learning | Yann LeCun Paper
ML Fundamentals
Introduction to Energy-Based Learning | Yann LeCun Paper
What's AI by Louis-François Bouchard Beginner 5y ago
Silver Button & A Big Thanks!
ML Fundamentals
Silver Button & A Big Thanks!
codebasics Beginner 5y ago
Model monitoring with Fury Data Apps at Mercado Libre
ML Fundamentals
Model monitoring with Fury Data Apps at Mercado Libre
MLOps.community Advanced 5y ago
ML platform Fury Data Apps at Mecado Libre
ML Fundamentals
ML platform Fury Data Apps at Mecado Libre
MLOps.community Advanced 5y ago
Welcome to Weights & Biases - Introduction Walkthrough (2020)
ML Fundamentals
Welcome to Weights & Biases - Introduction Walkthrough (2020)
Weights & Biases Beginner 5y ago
HuggingTweets with Boris Dayma
ML Fundamentals
HuggingTweets with Boris Dayma
Weights & Biases Intermediate 5y ago
The Video Conferencing Problem - Computerphile
ML Fundamentals
The Video Conferencing Problem - Computerphile
Computerphile Intermediate 5y ago
Data Scientist Job Descriptions: Glassdoor Analysis
ML Fundamentals
Data Scientist Job Descriptions: Glassdoor Analysis
365 Data Science Beginner 5y ago
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions
ML Fundamentals
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions
sentdex Beginner 5y ago
Exponential Progress of AI: Moore's Law, Bitter Lesson, and the Future of Computation
ML Fundamentals
Exponential Progress of AI: Moore's Law, Bitter Lesson, and the Future of Computation
Lex Fridman Beginner 5y ago
Docker Tutorial 5- Understanding Docker Commands- Machine Learning
ML Fundamentals
Docker Tutorial 5- Understanding Docker Commands- Machine Learning
Krish Naik Beginner 5y ago
Atmanirbhar- Let's Become Specialized Data Scientist
ML Fundamentals
Atmanirbhar- Let's Become Specialized Data Scientist
Krish Naik Intermediate 5y ago
Docker Tutorial 4-Docker Installation instructions In Windows And Other OS | Machine Learning
ML Fundamentals
Docker Tutorial 4-Docker Installation instructions In Windows And Other OS | Machine Learning
Krish Naik Beginner 5y ago
Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing
ML Fundamentals
Kaggle Faker News Classifier Using LSTM- Deep LEarning| Natural Language Processing
Krish Naik Beginner 5y ago
Successful Transition Story From Civil Engineer To A Data Scientist
ML Fundamentals
Successful Transition Story From Civil Engineer To A Data Scientist
Krish Naik Beginner 5y ago
Live Q&A Data Science
ML Fundamentals
Live Q&A Data Science
Krish Naik Beginner 5y ago
Please Help Each Other To Pass This Crisis- Motivation(Important For Everyone)
ML Fundamentals
Please Help Each Other To Pass This Crisis- Motivation(Important For Everyone)
Krish Naik Intermediate 5y ago
Docker Tutorial 3-Deploying Machine Learning Models Using Flask And Flasgger
ML Fundamentals
Docker Tutorial 3-Deploying Machine Learning Models Using Flask And Flasgger
Krish Naik Beginner 5y ago
Machine Learning Foundations: Ep #4 - Coding with Convolutional Neural Networks
ML Fundamentals
Machine Learning Foundations: Ep #4 - Coding with Convolutional Neural Networks
Google for Developers Beginner 5y ago
What parts of the mercado libre ML platforms are automatted
ML Fundamentals
What parts of the mercado libre ML platforms are automatted
MLOps.community Advanced 5y ago
Litox View of the state of ML today
ML Fundamentals
Litox View of the state of ML today
MLOps.community Advanced 5y ago
Fury Platform and Fury Data Apps at Mercado Libre
ML Fundamentals
Fury Platform and Fury Data Apps at Mercado Libre
MLOps.community Advanced 5y ago
Successful Transition Story From Mechanical Engineer To A Data Scientist
ML Fundamentals
Successful Transition Story From Mechanical Engineer To A Data Scientist
Krish Naik Beginner 5y ago
How To Stay Relevant in Data Science Industry- Sharing My Experience
ML Fundamentals
How To Stay Relevant in Data Science Industry- Sharing My Experience
Krish Naik Intermediate 5y ago
MLOps community meetup #11 // Machine Learning at Scale in Mercado Libre with Carlos de la Torre
ML Fundamentals
MLOps community meetup #11 // Machine Learning at Scale in Mercado Libre with Carlos de la Torre
MLOps.community Advanced 5y ago
Keras Installation and TensorFlow Integration
ML Fundamentals
Keras Installation and TensorFlow Integration
deeplizard Beginner 5y ago
TensorFlow Lite with Sayak Paul
ML Fundamentals
TensorFlow Lite with Sayak Paul
Weights & Biases Intermediate 5y ago
W&B Media Panel with Nicholas Bardy
ML Fundamentals
W&B Media Panel with Nicholas Bardy
Weights & Biases Beginner 5y ago
Privacy-Preserving Machine Learning with Gharib Gharibi
ML Fundamentals
Privacy-Preserving Machine Learning with Gharib Gharibi
Weights & Biases Beginner 5y ago
Docker Tutorial 1- Why and What is Docker, Dockers Containers, Virtualization In Machine Learning
ML Fundamentals
Docker Tutorial 1- Why and What is Docker, Dockers Containers, Virtualization In Machine Learning
Krish Naik Beginner 5y ago
Gradient Boosting Complete Maths Indepth Intuiton Explained| Machine Learning- Part2
ML Fundamentals
Gradient Boosting Complete Maths Indepth Intuiton Explained| Machine Learning- Part2
Krish Naik Beginner 5y ago
Machine Learning Foundations: Ep #3 - Convolutions and pooling
ML Fundamentals
Machine Learning Foundations: Ep #3 - Convolutions and pooling
Google for Developers Beginner 5y ago
Neural Network 3d Visualization Framework- Deep Learning
ML Fundamentals
Neural Network 3d Visualization Framework- Deep Learning
Krish Naik Beginner 5y ago
Anomaly Detection : Time Series Talk
ML Fundamentals
Anomaly Detection : Time Series Talk
ritvikmath Intermediate 5y ago
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Applied Plotting, Charting & Data Representation in Python
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Applied Plotting, Charting & Data Representation in Python
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Machine Learning with R
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Machine Learning with R
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AI Materials
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AI Materials
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Deep Learning - Computer Vision for Beginners Using PyTorch
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Deep Learning - Computer Vision for Beginners Using PyTorch
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6G Vision: ML, Intelligent Surfaces & Optical Networks
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6G Vision: ML, Intelligent Surfaces & Optical Networks
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Introduction to Applied Machine Learning
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Introduction to Applied Machine Learning
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