📐 ML Fundamentals

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

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Neural Networks from Scratch - P.3 The Dot Product

ML Fundamentals

Neural Networks from Scratch - P.3 The Dot Product

sentdex Beginner 5y ago

3rd wave of data scientists

ML Fundamentals

3rd wave of data scientists

MLOps.community Beginner 5y ago

Supervised Contrastive Learning

ML Fundamentals ⚡ AI Lesson

Supervised Contrastive Learning

Yannic Kilcher Advanced 5y ago

Intro to Deep Learning -- Student Presentations, Day 1 [Stat453, SS20]

ML Fundamentals

Intro to Deep Learning -- Student Presentations, Day 1 [Stat453, SS20]

Sebastian Raschka Beginner 5y ago

Spam Classifier using Naive Bayes in Python

ML Fundamentals ⚡ AI Lesson

Spam Classifier using Naive Bayes in Python

Aladdin Persson Beginner 5y ago

Naive Bayes from Scratch - Machine Learning Python

ML Fundamentals

Naive Bayes from Scratch - Machine Learning Python

Aladdin Persson Advanced 5y ago

Jack Clark — Building Trustworthy AI Systems

ML Fundamentals ⚡ AI Lesson

Jack Clark — Building Trustworthy AI Systems

Weights & Biases Intermediate 5y ago

MA Model Code Example : Time Series Talk

ML Fundamentals ⚡ AI Lesson

MA Model Code Example : Time Series Talk

ritvikmath Intermediate 5y ago

[Rant] The Male Only History of Deep Learning

ML Fundamentals ⚡ AI Lesson

[Rant] The Male Only History of Deep Learning

Yannic Kilcher Beginner 5y ago

Python Tutorial: Fraud detection algorithms in action

ML Fundamentals

Python Tutorial: Fraud detection algorithms in action

DataCamp Beginner 5y ago

Python Tutorial: Introduction to fraud detection

ML Fundamentals

Python Tutorial: Introduction to fraud detection

DataCamp Beginner 5y ago

Reproducability flaws in end to end Machine Learning debugging

ML Fundamentals

Reproducability flaws in end to end Machine Learning debugging

MLOps.community Beginner 5y ago

Intro to Deep Learning -- L16 Generative Adversarial Networks [Stat453, SS20]

ML Fundamentals

Intro to Deep Learning -- L16 Generative Adversarial Networks [Stat453, SS20]

Sebastian Raschka Beginner 5y ago

Tutorial 49- How To Apply Naive Bayes' Classifier On Text Data (NLP)- Machine Learning

ML Fundamentals

Tutorial 49- How To Apply Naive Bayes' Classifier On Text Data (NLP)- Machine Learning

Krish Naik Beginner 5y ago

Tutorial 48- Naive Bayes' Classifier Indepth Intuition- Machine Learning

ML Fundamentals

Tutorial 48- Naive Bayes' Classifier Indepth Intuition- Machine Learning

Krish Naik Beginner 6y ago

How do GPUs speed up Neural Network training?

ML Fundamentals ⚡ AI Lesson

How do GPUs speed up Neural Network training?

CodeEmporium Advanced 6y ago

Self Driving Cars and Pedestrians

ML Fundamentals ⚡ AI Lesson

Self Driving Cars and Pedestrians

Data Skeptic Beginner 6y ago

This AI Learned to Summarize Videos 🎥

ML Fundamentals

This AI Learned to Summarize Videos 🎥

Two Minute Papers Beginner 6y ago

Standardization of Machine Learning tools like in Software Engineering with Venkata Pingali

ML Fundamentals

Standardization of Machine Learning tools like in Software Engineering with Venkata Pingali

MLOps.community Beginner 5y ago

Adjacent usecases and multistep feature engineering

ML Fundamentals

Adjacent usecases and multistep feature engineering

MLOps.community Beginner 5y ago

Checkpointing, metadata, and confidence in your data

ML Fundamentals

Checkpointing, metadata, and confidence in your data

MLOps.community Beginner 5y ago

How many models in prod til I need a dedicated ML platform?

ML Fundamentals

How many models in prod til I need a dedicated ML platform?

MLOps.community Beginner 5y ago

More difficult transition for data scientists to become ML engineers

ML Fundamentals

More difficult transition for data scientists to become ML engineers

MLOps.community Beginner 5y ago

Venkata Pingali of Scribble Data Thoughts on the Current State of Machine Learning

ML Fundamentals

Venkata Pingali of Scribble Data Thoughts on the Current State of Machine Learning

MLOps.community Beginner 5y ago

Backpropagation and the brain

ML Fundamentals ⚡ AI Lesson

Backpropagation and the brain

Yannic Kilcher Beginner 6y ago

Pytorch DCGAN Tutorial (See description for updated video)

ML Fundamentals

Pytorch DCGAN Tutorial (See description for updated video)

Aladdin Persson Beginner 6y ago

Tutorial 47- Bayes' Theorem| Conditional Probability- Machine Learning

ML Fundamentals

Tutorial 47- Bayes' Theorem| Conditional Probability- Machine Learning

Krish Naik Beginner 6y ago

Python Tutorial : Transforming features for better clusterings

ML Fundamentals

Python Tutorial : Transforming features for better clusterings

DataCamp Beginner 6y ago

Python Tutorial : Unsupervised Learning in Python

ML Fundamentals

Python Tutorial : Unsupervised Learning in Python

DataCamp Beginner 6y ago

Python Tutorial : Logistic regression

ML Fundamentals

Python Tutorial : Logistic regression

DataCamp Beginner 6y ago

Python Tutorial : Introduction to Linear Modeling in Python

ML Fundamentals

Python Tutorial : Introduction to Linear Modeling in Python

DataCamp Beginner 6y ago

Python Tutorial: Basics of cluster analysis

ML Fundamentals

Python Tutorial: Basics of cluster analysis

DataCamp Beginner 6y ago

Python Tutorial: Unsupervised learning: basics

ML Fundamentals

Python Tutorial: Unsupervised learning: basics

DataCamp Beginner 6y ago

Python Tutorial : Fundamentals of AI in Python

ML Fundamentals ⚡ AI Lesson

Python Tutorial : Fundamentals of AI in Python

DataCamp Beginner 6y ago

Python Tutorial : Three flavors of Machine Learning

ML Fundamentals

Python Tutorial : Three flavors of Machine Learning

DataCamp Beginner 6y ago

Python Tutorial: Reading, inspecting, & cleaning data from csv files

ML Fundamentals ⚡ AI Lesson

Python Tutorial: Reading, inspecting, & cleaning data from csv files

DataCamp Beginner 6y ago

R Tutorial: A first taste of Bayes

ML Fundamentals ⚡ AI Lesson

R Tutorial: A first taste of Bayes

DataCamp Beginner 6y ago

Shortcut Learning in Deep Neural Networks

ML Fundamentals ⚡ AI Lesson

Shortcut Learning in Deep Neural Networks

Yannic Kilcher Intermediate 6y ago

Python Tutorial : Constants and variables

ML Fundamentals

Python Tutorial : Constants and variables

DataCamp Beginner 6y ago

Python Tutorial : Advanced operations

ML Fundamentals

Python Tutorial : Advanced operations

DataCamp Beginner 6y ago

R Tutorial: Introduction to feature engineering in R

ML Fundamentals

R Tutorial: Introduction to feature engineering in R

DataCamp Beginner 6y ago

Solving Kaggle Credit Card Fraud Detection Using Pycaret Library- Data Science

ML Fundamentals

Solving Kaggle Credit Card Fraud Detection Using Pycaret Library- Data Science

Krish Naik Beginner 6y ago

Who has the highest standards in ML?

ML Fundamentals

Who has the highest standards in ML?

MLOps.community Intermediate 6y ago

Resume driven development in Machine learning & software engineering

ML Fundamentals

Resume driven development in Machine learning & software engineering

MLOps.community Beginner 6y ago

Swiss Cheese model in Machine Learning

ML Fundamentals

Swiss Cheese model in Machine Learning

MLOps.community Beginner 6y ago

Survivorship Bias in machine learning tutorials

ML Fundamentals

Survivorship Bias in machine learning tutorials

MLOps.community Intermediate 6y ago

Learning from real life Machine Learning failures

ML Fundamentals

Learning from real life Machine Learning failures

MLOps.community Beginner 6y ago

Humans in the Loop are a defining factor in Machine Learning

ML Fundamentals

Humans in the Loop are a defining factor in Machine Learning

MLOps.community Intermediate 6y ago