Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12,191
lessons
Skills in this topic
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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
Stanford CS330: Deep Multi-task & Meta Learning I 2021 I Lecture 2
ML Fundamentals โšก AI Lesson
Stanford CS330: Deep Multi-task & Meta Learning I 2021 I Lecture 2
Stanford Online Beginner 3y ago
Stanford Seminar - Perceiving, Understanding, and Interacting through Touch
ML Fundamentals
Stanford Seminar - Perceiving, Understanding, and Interacting through Touch
Stanford Online Beginner 3y ago
Learn Convolutional Neural Network for Image Recognition
ML Fundamentals โšก AI Lesson
Learn Convolutional Neural Network for Image Recognition
Analytics Vidhya Beginner 3y ago
@GitHub Sent Me These Amazing Gifts As A Github Star ๐ŸŒŸ
ML Fundamentals
@GitHub Sent Me These Amazing Gifts As A Github Star ๐ŸŒŸ
Krish Naik Beginner 3y ago
TS-11: Transfer learning for time series
ML Fundamentals
TS-11: Transfer learning for time series
Abhishek Thakur Beginner 3y ago
How to Use RNNs for Sentiment Analysis (Coding RNNs in Python)
ML Fundamentals
How to Use RNNs for Sentiment Analysis (Coding RNNs in Python)
ritvikmath Beginner 3y ago
When Airflow Meets Kubernetes
ML Fundamentals โšก AI Lesson
When Airflow Meets Kubernetes
Analytics Vidhya Beginner 3y ago
HOW I STARTED STUDYING FULL STACK WEB DEVELOPMENT | DATA SCIENCE | MACHINE LEARNING | ENTRI
ML Fundamentals
HOW I STARTED STUDYING FULL STACK WEB DEVELOPMENT | DATA SCIENCE | MACHINE LEARNING | ENTRI
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Online CS Degree: Explore BITS Pilaniโ€™s BSc Computer Science on Coursera
ML Fundamentals
Online CS Degree: Explore BITS Pilaniโ€™s BSc Computer Science on Coursera
Coursera Beginner 3y ago
๐Ÿ”ด Analizando la IA en 2022 (PaLM, DALLยทE 2, Stable Diffusion, Whisper, ...) | Feat. Andrรฉs Torrubia
ML Fundamentals
๐Ÿ”ด Analizando la IA en 2022 (PaLM, DALLยทE 2, Stable Diffusion, Whisper, ...) | Feat. Andrรฉs Torrubia
Dot CSV Beginner 3y ago
Pixel 7 Photo Unblur using Python Tutorial - Image DeBlur with DeblurGANv2
ML Fundamentals
Pixel 7 Photo Unblur using Python Tutorial - Image DeBlur with DeblurGANv2
1littlecoder Beginner 3y ago
Probability Density Functions - EXPLAINED!
ML Fundamentals โšก AI Lesson
Probability Density Functions - EXPLAINED!
CodeEmporium Beginner 3y ago
TensorFlow On Apple Silicon. Step-by-Step Instructions
ML Fundamentals
TensorFlow On Apple Silicon. Step-by-Step Instructions
Underfitted Beginner 3y ago
Resume Discussion To Crack Data Science Jobs For Freshers- Just Follow The Process
ML Fundamentals
Resume Discussion To Crack Data Science Jobs For Freshers- Just Follow The Process
Krish Naik Beginner 3y ago
This is a game changer! (AlphaTensor by DeepMind explained)
ML Fundamentals โšก AI Lesson
This is a game changer! (AlphaTensor by DeepMind explained)
Yannic Kilcher Beginner 3y ago
5 Lessons Youโ€™re NOT Taught in School
ML Fundamentals
5 Lessons Youโ€™re NOT Taught in School
Underfitted Beginner 3y ago
How to Export Machine Learning Models in Python
ML Fundamentals
How to Export Machine Learning Models in Python
Dave Ebbelaar Beginner 3y ago
ML Ops in Production
ML Fundamentals โšก AI Lesson
ML Ops in Production
Data Skeptic Beginner 3y ago
Trying to animate images with Machine Learning?
ML Fundamentals โšก AI Lesson
Trying to animate images with Machine Learning?
Nicholas Renotte Beginner 3y ago
PyTorch for Deep Learning & Machine Learning โ€“ Full Course
ML Fundamentals โšก AI Lesson
PyTorch for Deep Learning & Machine Learning โ€“ Full Course
freeCodeCamp.org Beginner 3y ago
How to become a data scientist in 30 days?
ML Fundamentals
How to become a data scientist in 30 days?
Abhishek Thakur Beginner 3y ago
The Future of ML Ops: Open Challenges and Opportunities
ML Fundamentals โšก AI Lesson
The Future of ML Ops: Open Challenges and Opportunities
Cohere Beginner 3y ago
Live Stream - Target Encoding/AMA/Silly Songs!!!
ML Fundamentals โšก AI Lesson
Live Stream - Target Encoding/AMA/Silly Songs!!!
StatQuest with Josh Starmer Beginner 3y ago
Introducing 365 Card Collections: Celebrate the Pioneers of Science
ML Fundamentals
Introducing 365 Card Collections: Celebrate the Pioneers of Science
365 Data Science Beginner 3y ago
Googleโ€™s New AI: Fly INTO Photosโ€ฆBut Deeper! ๐Ÿฆ
ML Fundamentals
Googleโ€™s New AI: Fly INTO Photosโ€ฆBut Deeper! ๐Ÿฆ
Two Minute Papers Beginner 3y ago
Probability Mass Functions - EXPLAINED!
ML Fundamentals โšก AI Lesson
Probability Mass Functions - EXPLAINED!
CodeEmporium Beginner 3y ago
Machine Learning Design Patterns | Google Executive | Investor | Meet the Author
ML Fundamentals
Machine Learning Design Patterns | Google Executive | Investor | Meet the Author
Sophia Yang Beginner 3y ago
What makes a great math explanation? | SoME2 results
ML Fundamentals
What makes a great math explanation? | SoME2 results
3Blue1Brown Beginner 3y ago
Contrastive Learning in PyTorch - Part 1: Introduction
ML Fundamentals โšก AI Lesson
Contrastive Learning in PyTorch - Part 1: Introduction
DeepFindr Beginner 3y ago
Question answering with Deep Learning in 4 lines of code
ML Fundamentals โšก AI Lesson
Question answering with Deep Learning in 4 lines of code
AssemblyAI Beginner 3y ago
Stanford CS330: Deep Multi-Task & Meta Learning I 2021 I Lecture 1
ML Fundamentals โšก AI Lesson
Stanford CS330: Deep Multi-Task & Meta Learning I 2021 I Lecture 1
Stanford Online Beginner 3y ago
Statistical Learning: 13.1 Introduction to Hypothesis Testing
ML Fundamentals
Statistical Learning: 13.1 Introduction to Hypothesis Testing
Stanford Online Beginner 3y ago
Statistical Learning: 12.3 k means Clustering
ML Fundamentals โšก AI Lesson
Statistical Learning: 12.3 k means Clustering
Stanford Online Beginner 3y ago
Statistical Learning: 12.4 Hierarchical Clustering
ML Fundamentals
Statistical Learning: 12.4 Hierarchical Clustering
Stanford Online Beginner 3y ago
Statistical Learning: 12.5 Matrix Completion
ML Fundamentals
Statistical Learning: 12.5 Matrix Completion
Stanford Online Beginner 3y ago
Statistical Learning: 12.6 Breast Cancer Example
ML Fundamentals โšก AI Lesson
Statistical Learning: 12.6 Breast Cancer Example
Stanford Online Beginner 3y ago
Statistical Learning: 13.R.1 Bonferroni and Holm II
ML Fundamentals
Statistical Learning: 13.R.1 Bonferroni and Holm II
Stanford Online Beginner 3y ago
Statistical Learning: 12.R.1 Principal Components
ML Fundamentals
Statistical Learning: 12.R.1 Principal Components
Stanford Online Beginner 3y ago
Statistical Learning: 12.R.2 K means Clustering
ML Fundamentals
Statistical Learning: 12.R.2 K means Clustering
Stanford Online Beginner 3y ago
Statistical Learning: 12.R.3 Hierarchical Clustering
ML Fundamentals โšก AI Lesson
Statistical Learning: 12.R.3 Hierarchical Clustering
Stanford Online Beginner 3y ago
Statistical Learning: 13.1 Introduction to Hypothesis Testing II
ML Fundamentals
Statistical Learning: 13.1 Introduction to Hypothesis Testing II
Stanford Online Beginner 3y ago
Statistical Learning: 13.2 Introduction to Multiple Testing and Family Wise Error Rate
ML Fundamentals
Statistical Learning: 13.2 Introduction to Multiple Testing and Family Wise Error Rate
Stanford Online Beginner 3y ago
Model Parameters vs Hyperparameters - Techniques in ML Engineering #machinelearning
ML Fundamentals
Model Parameters vs Hyperparameters - Techniques in ML Engineering #machinelearning
Analytics Vidhya Beginner 3y ago
An Unsupervised ML approach using Clustering
ML Fundamentals
An Unsupervised ML approach using Clustering
Analytics Vidhya Beginner 3y ago
M in ML stands for Math & Magic
ML Fundamentals
M in ML stands for Math & Magic
Analytics Vidhya Beginner 3y ago
DCNN for Machine RUL Prediction using Time-series Data #timeseries #machinelearning #datascience
ML Fundamentals
DCNN for Machine RUL Prediction using Time-series Data #timeseries #machinelearning #datascience
Analytics Vidhya Beginner 3y ago
Certified AI & ML BlackBelt Plus Program #shorts
ML Fundamentals
Certified AI & ML BlackBelt Plus Program #shorts
Analytics Vidhya Beginner 3y ago
OpenAIโ€™s Whisper is AMAZING!
ML Fundamentals โšก AI Lesson
OpenAIโ€™s Whisper is AMAZING!
Underfitted Beginner 3y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning with Small Data Part 1
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning with Small Data Part 1
Opens on Coursera โ†—
Honors Algebra 2: Algebraic, Exponential & Log Functions
๐Ÿ“š Coursera Course โ†—
Self-paced
Honors Algebra 2: Algebraic, Exponential & Log Functions
Opens on Coursera โ†—
Foundations of Probability and Random Variables
๐Ÿ“š Coursera Course โ†—
Self-paced
Foundations of Probability and Random Variables
Opens on Coursera โ†—
Satellite Remote Sensing Data Bootcamp With Opensource Tools
๐Ÿ“š Coursera Course โ†—
Self-paced
Satellite Remote Sensing Data Bootcamp With Opensource Tools
Opens on Coursera โ†—
Survey of Data Science
๐Ÿ“š Coursera Course โ†—
Self-paced
Survey of Data Science
Opens on Coursera โ†—
Developing Explainable AI (XAI)
๐Ÿ“š Coursera Course โ†—
Self-paced
Developing Explainable AI (XAI)
Opens on Coursera โ†—