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
Types Of Artificial Intelligence | Artificial Intelligence Explained | What is AI? | Edureka
ML Fundamentals
Types Of Artificial Intelligence | Artificial Intelligence Explained | What is AI? | Edureka
edureka! Beginner 2y ago
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ML Fundamentals
Five Factorizations of a Matrix
MIT OpenCourseWare Beginner 2y ago
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ML Fundamentals
Breaking into machine learning is tough #artificialintelligence
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Scaling MLOps for Computer Vision // MLOps Mini Summit Meetup #4
ML Fundamentals
Scaling MLOps for Computer Vision // MLOps Mini Summit Meetup #4
MLOps.community Advanced 2y ago
Spitting Out some of the Important facts about money nobody will talk about #startups
ML Fundamentals
Spitting Out some of the Important facts about money nobody will talk about #startups
Krish Naik Beginner 2y ago
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ML Fundamentals
Northeastern MS in Information Systems Informational Session 12/5/23
Coursera Beginner 2y ago
Statistical Learning: 10.Py Document Classification and Recurrent Neural Networks I 2023
ML Fundamentals
Statistical Learning: 10.Py Document Classification and Recurrent Neural Networks I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 13.Py False Discovery Rate I 2023
ML Fundamentals
Statistical Learning: 13.Py False Discovery Rate I 2023
Stanford Online Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
Traditional time series models vs machine learning part 1 #machinelearning #deeplearning
CodeEmporium Beginner 2y ago
AI Forum 2023 | AI for Neurodiverse Society
ML Fundamentals ⚡ AI Lesson
AI Forum 2023 | AI for Neurodiverse Society
Microsoft Research Beginner 2y ago
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ML Fundamentals
Leadership Starts Here - Trailer
Saïd Business School, University of Oxford Beginner 2y ago
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ML Fundamentals
Coding Courses on High Demand
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ML Fundamentals
End To End LLM Langchain Project using Pinecone Vector Database #genai
Krish Naik Beginner 2y ago
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ML Fundamentals
Get ahead in the growing field of tech with an online Bachelor's degree
Coursera Beginner 2y ago
Proximal Policy Optimization | ChatGPT uses this
ML Fundamentals ⚡ AI Lesson
Proximal Policy Optimization | ChatGPT uses this
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How To Speed Up Pandas in Python By 150x
ML Fundamentals ⚡ AI Lesson
How To Speed Up Pandas in Python By 150x
Tech With Tim Beginner 2y ago
Make Your Voice Like a Celebrity! #ai #artificialintelligence #music #musicproduction #musicfyp
ML Fundamentals
Make Your Voice Like a Celebrity! #ai #artificialintelligence #music #musicproduction #musicfyp
Entri Coding മലയാളം Beginner 2y ago
Statistical Learning: 13.Py Multiple Testing I 2023
ML Fundamentals
Statistical Learning: 13.Py Multiple Testing I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 12.Py Application: NCI60 Data I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 12.Py Application: NCI60 Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 12.Py Clustering I 2023
ML Fundamentals
Statistical Learning: 12.Py Clustering I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 12.Py Principal Components I 2023
ML Fundamentals
Statistical Learning: 12.Py Principal Components I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 13.Py Multiple Testing and Resampling I 2023
ML Fundamentals
Statistical Learning: 13.Py Multiple Testing and Resampling I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Multilayer Model: MNIST Digit Data I 2023
ML Fundamentals
Statistical Learning: 10.Py Multilayer Model: MNIST Digit Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 9.Py Support Vector Machines I 2023
ML Fundamentals
Statistical Learning: 9.Py Support Vector Machines I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 11.Py Cox Model: Brain Cancer Data I 2023
ML Fundamentals
Statistical Learning: 11.Py Cox Model: Brain Cancer Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Convolutional Neural Network: CIFAR Image Data I 2023
ML Fundamentals
Statistical Learning: 10.Py Convolutional Neural Network: CIFAR Image Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 9.Py ROC Curves I 2023
ML Fundamentals
Statistical Learning: 9.Py ROC Curves I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 10.Py Single Layer Model: Hitters Data I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 10.Py Single Layer Model: Hitters Data I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 8.Py Tree-Based Methods I 2023
ML Fundamentals
Statistical Learning: 8.Py Tree-Based Methods I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 11.Py Cox Model: Publication Data I 2023
ML Fundamentals
Statistical Learning: 11.Py Cox Model: Publication Data I 2023
Stanford Online Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
Statistical Learning: 7.Py Splines I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 7.Py Polynomial Regressions and Step Functions I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 7.Py Polynomial Regressions and Step Functions I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 6.Py Ridge Regression and the Lasso I 2023
ML Fundamentals
Statistical Learning: 6.Py Ridge Regression and the Lasso I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 6.Py Stepwise Regression I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 6.Py Stepwise Regression I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 5.Py Bootstrap I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 5.Py Bootstrap I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 5.Py Cross-Validation I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 5.Py Cross-Validation I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 4.Py K-Nearest Neighbors (KNN) I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 4.Py K-Nearest Neighbors (KNN) I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 4.Py Linear Discriminant Analysis (LDA) I 2023
ML Fundamentals
Statistical Learning: 4.Py Linear Discriminant Analysis (LDA) I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 7.Py Generalized Additive Models (GAMs) I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 7.Py Generalized Additive Models (GAMs) I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 4.Py Logistic Regression I 2023
ML Fundamentals
Statistical Learning: 4.Py Logistic Regression I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 3.Py Interactions, Qualitative Predictors and Other Details I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 3.Py Interactions, Qualitative Predictors and Other Details I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 3.Py Multiple Linear Regression Package I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 3.Py Multiple Linear Regression Package I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 3.Py Linear Regression and statsmodels Package I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 3.Py Linear Regression and statsmodels Package I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py Indexing and Dataframes I 2023
ML Fundamentals
Statistical Learning: 2.Py Indexing and Dataframes I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py.3 Graphics I 2023
ML Fundamentals
Statistical Learning: 2.Py.3 Graphics I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py Data Types, Arrays, and Basics I 2023
ML Fundamentals ⚡ AI Lesson
Statistical Learning: 2.Py Data Types, Arrays, and Basics I 2023
Stanford Online Beginner 2y ago
Statistical Learning: 2.Py Setting Up Python I 2023
ML Fundamentals
Statistical Learning: 2.Py Setting Up Python I 2023
Stanford Online Beginner 2y ago
Statistical Learning I Introducing Jonathan - Third Edition of the Course I 2023
ML Fundamentals
Statistical Learning I Introducing Jonathan - Third Edition of the Course I 2023
Stanford Online Beginner 2y ago
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