Foundations

ML Fundamentals

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

12,270
lessons
Skills in this topic
View full skill map โ†’
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
Louder for the people in the back! ๐Ÿ—ฃ
ML Fundamentals
Louder for the people in the back! ๐Ÿ—ฃ
Coursera Beginner 3y ago
Word Embeddings, Word2Vec And CBOW Indepth Intuition And Working- Part 1 | NLP For Machine Learning
ML Fundamentals
Word Embeddings, Word2Vec And CBOW Indepth Intuition And Working- Part 1 | NLP For Machine Learning
Krish Naik Beginner 3y ago
THIS is HARDEST MACHINE LEARNING model I've EVER coded
ML Fundamentals
THIS is HARDEST MACHINE LEARNING model I've EVER coded
Nicholas Renotte Beginner 3y ago
Demo Of AI Powered Nvidia Broadcast Eye Contact
ML Fundamentals
Demo Of AI Powered Nvidia Broadcast Eye Contact
Krish Naik Beginner 3y ago
Hi, itโ€™s me. And it could be you, too!
ML Fundamentals
Hi, itโ€™s me. And it could be you, too!
Coursera Beginner 3y ago
Find The Next Insane AI Tools BEFORE Everyone Else
ML Fundamentals โšก AI Lesson
Find The Next Insane AI Tools BEFORE Everyone Else
Matt Wolfe Beginner 3y ago
I can't STOP reading these Machine Learning Books!
ML Fundamentals
I can't STOP reading these Machine Learning Books!
Nicholas Renotte Beginner 3y ago
GPT - Explained!
ML Fundamentals โšก AI Lesson
GPT - Explained!
CodeEmporium Advanced 3y ago
Ask Me Anything with Ed Grefenstette, Head of Machine Learning at Cohere
ML Fundamentals โšก AI Lesson
Ask Me Anything with Ed Grefenstette, Head of Machine Learning at Cohere
Cohere Beginner 3y ago
The KL Divergence : Data Science Basics
ML Fundamentals
The KL Divergence : Data Science Basics
ritvikmath Beginner 3y ago
Reasons to participate in Data Science Blogathon | Win iPad & Cash Prizes #datascience  #contest
ML Fundamentals
Reasons to participate in Data Science Blogathon | Win iPad & Cash Prizes #datascience #contest
Analytics Vidhya Intermediate 3y ago
Uncovering the Secrets Behind App Creation! | Entri Elevate
ML Fundamentals โšก AI Lesson
Uncovering the Secrets Behind App Creation! | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Finetuning Whisper with Huggingface and Pytorch lightning, if we can lol
ML Fundamentals
Finetuning Whisper with Huggingface and Pytorch lightning, if we can lol
Aladdin Persson Beginner 3y ago
Learning about PyTorch Lightning and stuff :) pt. 3
ML Fundamentals
Learning about PyTorch Lightning and stuff :) pt. 3
Aladdin Persson Beginner 3y ago
Cristobal Valenzuela On How ML Enhancements Are Like Photoshop Was 20 Years Ago
ML Fundamentals โšก AI Lesson
Cristobal Valenzuela On How ML Enhancements Are Like Photoshop Was 20 Years Ago
Weights & Biases Intermediate 3y ago
Javascript in 60 Seconds | Entri Elevate
ML Fundamentals
Javascript in 60 Seconds | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Equivariant Neural Networks | Part 1/3 - Introduction
ML Fundamentals โšก AI Lesson
Equivariant Neural Networks | Part 1/3 - Introduction
DeepFindr Beginner 3y ago
Win an Apple iPad | Data Science Blogathon is LIVE | Register Now #shorts #datascience #contest
ML Fundamentals
Win an Apple iPad | Data Science Blogathon is LIVE | Register Now #shorts #datascience #contest
Analytics Vidhya Intermediate 3y ago
Track Your Keras Machine Learning Experiments with Weights & Biases
ML Fundamentals
Track Your Keras Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
Using OpenAI Whisper to Generate Youtube Captions [LIVE CODING]
ML Fundamentals
Using OpenAI Whisper to Generate Youtube Captions [LIVE CODING]
Rob Mulla Beginner 3y ago
What does GPT in ChatGPT do?
ML Fundamentals โšก AI Lesson
What does GPT in ChatGPT do?
CodeEmporium Advanced 3y ago
Cohere For AI Presents: Colin Raffel
ML Fundamentals
Cohere For AI Presents: Colin Raffel
Cohere Beginner 3y ago
Causal Effects via Regression w/ Python Code
ML Fundamentals
Causal Effects via Regression w/ Python Code
Shaw Talebi Beginner 3y ago
Full Machine Learning Project โ€” Predictive Modelling (Part 6)
ML Fundamentals
Full Machine Learning Project โ€” Predictive Modelling (Part 6)
Dave Ebbelaar Beginner 3y ago
How can machine learning can benefit global food security
ML Fundamentals โšก AI Lesson
How can machine learning can benefit global food security
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
3.6.2: Using advanced pre-trained Web ML models - Part 2: Use MoveNet for pose estimation in browser
ML Fundamentals
3.6.2: Using advanced pre-trained Web ML models - Part 2: Use MoveNet for pose estimation in browser
Google for Developers Advanced 3y ago
Creating your first resume? See how to feature and format your skills
ML Fundamentals
Creating your first resume? See how to feature and format your skills
Coursera Intermediate 3y ago
My Thoughts On Recent Layoffs And Recession
ML Fundamentals
My Thoughts On Recent Layoffs And Recession
Krish Naik Intermediate 3y ago
Learning about PyTorch Lightning on stream and stuff pt.2
ML Fundamentals
Learning about PyTorch Lightning on stream and stuff pt.2
Aladdin Persson Beginner 3y ago
Choosing a career: 7 ways to narrow your options
ML Fundamentals
Choosing a career: 7 ways to narrow your options
Coursera Beginner 3y ago
Learning about PyTorch Lightning on stream
ML Fundamentals
Learning about PyTorch Lightning on stream
Aladdin Persson Beginner 3y ago
Track Your Keras Machine Learning Experiments with Weights & Biases
ML Fundamentals
Track Your Keras Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
How YouTube Uses Data Science to Manipulate Views and Videos | Entri Elevate
ML Fundamentals โšก AI Lesson
How YouTube Uses Data Science to Manipulate Views and Videos | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Building Deep Learning Models for Sentiment Analysis | DataHour by Prashant Sahu
ML Fundamentals
Building Deep Learning Models for Sentiment Analysis | DataHour by Prashant Sahu
Analytics Vidhya Intermediate 3y ago
Importance of Statistics in Data Science and Machine Learning | DataHour by Priyanka Israni
ML Fundamentals
Importance of Statistics in Data Science and Machine Learning | DataHour by Priyanka Israni
Analytics Vidhya Intermediate 3y ago
7000+ courses from world-class universities and companies for one all-inclusive price?
ML Fundamentals
7000+ courses from world-class universities and companies for one all-inclusive price?
Coursera Beginner 3y ago
At your service ๐ŸŽฉ
ML Fundamentals
At your service ๐ŸŽฉ
Coursera Beginner 3y ago
Data Collection Stratergy For Machine Learning Projects With API's- RapidAPI
ML Fundamentals
Data Collection Stratergy For Machine Learning Projects With API's- RapidAPI
Krish Naik Intermediate 3y ago
Whoโ€™s next? ๐Ÿค—
ML Fundamentals
Whoโ€™s next? ๐Ÿค—
Coursera Beginner 3y ago
AI vs Programmers: Who Will Win? | Entri Elevate
ML Fundamentals
AI vs Programmers: Who Will Win? | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
How to make a career change at 50
ML Fundamentals
How to make a career change at 50
Coursera Intermediate 3y ago
Taking your first step into a new career in software engineering may be closer than you think.
ML Fundamentals
Taking your first step into a new career in software engineering may be closer than you think.
Coursera Beginner 3y ago
Tackle Overfitting in Machine Learning Models #InterviewQuestions #AVshorts
ML Fundamentals โšก AI Lesson
Tackle Overfitting in Machine Learning Models #InterviewQuestions #AVshorts
Analytics Vidhya Beginner 3y ago
Weights & Biases Webinar: Accelerating Diffusion with Hugging Face
ML Fundamentals
Weights & Biases Webinar: Accelerating Diffusion with Hugging Face
Weights & Biases Beginner 3y ago
Building and Operationalizing an Explainable Predictive Model | DataHour by Amir Meimand
ML Fundamentals
Building and Operationalizing an Explainable Predictive Model | DataHour by Amir Meimand
Analytics Vidhya Intermediate 3y ago
How to make a career change at 40
ML Fundamentals
How to make a career change at 40
Coursera Intermediate 3y ago
Success Stories of Data Science Immersive Bootcamp #shorts
ML Fundamentals
Success Stories of Data Science Immersive Bootcamp #shorts
Analytics Vidhya Intermediate 3y ago
How to make a career change at 30
ML Fundamentals
How to make a career change at 30
Coursera Intermediate 3y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Recommender Systems: An Applied Approach using Deep Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Recommender Systems: An Applied Approach using Deep Learning
Opens on Coursera โ†—
The Finite Element Method for Problems in Physics
๐Ÿ“š Coursera Course โ†—
Self-paced
The Finite Element Method for Problems in Physics
Opens on Coursera โ†—
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
๐Ÿ“š Coursera Course โ†—
Self-paced
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
Opens on Coursera โ†—
Image Captioning with TensorFlow & Streamlit
๐Ÿ“š Coursera Course โ†—
Self-paced
Image Captioning with TensorFlow & Streamlit
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†—
Support Vector Machines in Python, From Start to Finish
๐Ÿ“š Coursera Course โ†—
Self-paced
Support Vector Machines in Python, From Start to Finish
Opens on Coursera โ†—