Foundations

ML Fundamentals

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

11,398
lessons
Skills in this topic
View full skill map →
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
How to build a great Linkedin Profile - to get a job in 2023 #shorts #linkedin
ML Fundamentals ⚡ AI Lesson
How to build a great Linkedin Profile - to get a job in 2023 #shorts #linkedin
Analytics Vidhya Intermediate 3y ago
Data Science in Banking Industry | DataHour by Aman Prakash
ML Fundamentals
Data Science in Banking Industry | DataHour by Aman Prakash
Analytics Vidhya Intermediate 3y ago
Blowing up the Transformer Encoder!
ML Fundamentals ⚡ AI Lesson
Blowing up the Transformer Encoder!
CodeEmporium Advanced 3y ago
I Bought $500 of Stocks Using Graph Theory and the Sharpe Ratio
ML Fundamentals
I Bought $500 of Stocks Using Graph Theory and the Sharpe Ratio
ritvikmath Beginner 3y ago
Find Celebrity Lookalikes with DeepFace in Python
ML Fundamentals ⚡ AI Lesson
Find Celebrity Lookalikes with DeepFace in Python
NeuralNine Beginner 3y ago
4 Reasons You NEED to Know Before Choosing a Coding Career! | Entri Elevate
ML Fundamentals ⚡ AI Lesson
4 Reasons You NEED to Know Before Choosing a Coding Career! | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Discover Recommendation Engine Best Practices with Amazon Personalize- AWS Online Tech Talks
ML Fundamentals
Discover Recommendation Engine Best Practices with Amazon Personalize- AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Empower Your Employees to Find Answers Fast- AWS Online Tech Talks
ML Fundamentals
Empower Your Employees to Find Answers Fast- AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Logistic Regression Project: Cancer Prediction with Python
ML Fundamentals ⚡ AI Lesson
Logistic Regression Project: Cancer Prediction with Python
Alejandro AO Beginner 3y ago
Train your AI with Dr Mike Pound (Computerphile)
ML Fundamentals
Train your AI with Dr Mike Pound (Computerphile)
David Bombal Beginner 3y ago
The BEST Machine Learning Resume Project!
ML Fundamentals
The BEST Machine Learning Resume Project!
Tech With Tim Intermediate 3y ago
How to Code a Machine Learning Lip Reading App with Python Tensorflow and Streamlit
ML Fundamentals
How to Code a Machine Learning Lip Reading App with Python Tensorflow and Streamlit
Nicholas Renotte Beginner 3y ago
Using NumPy and Linear Algebra for Faster Python Code | Real Python Podcast #146
ML Fundamentals
Using NumPy and Linear Algebra for Faster Python Code | Real Python Podcast #146
Real Python Beginner 3y ago
Coding Layer Normalization
ML Fundamentals ⚡ AI Lesson
Coding Layer Normalization
CodeEmporium Beginner 3y ago
AI Career Opportunities Part-2 | Entri Elevate
ML Fundamentals
AI Career Opportunities Part-2 | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Changes Is Inevitable And You Need To Change With Time
ML Fundamentals
Changes Is Inevitable And You Need To Change With Time
Krish Naik Beginner 3y ago
Equivariant Neural Networks | Part 2/3 - Generalized CNNs
ML Fundamentals ⚡ AI Lesson
Equivariant Neural Networks | Part 2/3 - Generalized CNNs
DeepFindr Beginner 3y ago
Practical Data Science on AWS: Generative AI
ML Fundamentals
Practical Data Science on AWS: Generative AI
DeepLearningAI Intermediate 3y ago
Become so good they can't ignore you - Navigating career choices
ML Fundamentals ⚡ AI Lesson
Become so good they can't ignore you - Navigating career choices
Aladdin Persson Intermediate 3y ago
Predicting CS:GO Round Winner with Machine Learning
ML Fundamentals ⚡ AI Lesson
Predicting CS:GO Round Winner with Machine Learning
NeuralNine Beginner 3y ago
Watch This Video To Crack Any Stats Interview For Data Scientist- Understanding PDF,PMF and CDF
ML Fundamentals
Watch This Video To Crack Any Stats Interview For Data Scientist- Understanding PDF,PMF and CDF
Krish Naik Beginner 3y ago
Fraud & Anomaly Detection via Autoencoder & Isolation Forest | Machine Learning | Community Webinar
ML Fundamentals
Fraud & Anomaly Detection via Autoencoder & Isolation Forest | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
PyTorch Lightning #3 - Trainer
ML Fundamentals ⚡ AI Lesson
PyTorch Lightning #3 - Trainer
Aladdin Persson Beginner 3y ago
Streamlit and txtai: Building an Abstractive Summarization App in Python
ML Fundamentals ⚡ AI Lesson
Streamlit and txtai: Building an Abstractive Summarization App in Python
AI Anytime Intermediate 3y ago
BEST Python Libraries when getting started in Machine Learning!
ML Fundamentals ⚡ AI Lesson
BEST Python Libraries when getting started in Machine Learning!
Nicholas Renotte Beginner 3y ago
In-browser percussion instruments with Drums-App - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
In-browser percussion instruments with Drums-App - Made with TensorFlow.js
TensorFlow Beginner 3y ago
Stanford Seminar - Crypto Governance
ML Fundamentals
Stanford Seminar - Crypto Governance
Stanford Online Intermediate 3y ago
Masterclass: Threats to International Security | O.P. Jindal Global University
ML Fundamentals
Masterclass: Threats to International Security | O.P. Jindal Global University
Coursera Beginner 3y ago
Get Started With Machine Learning | GeeksforGeeks
ML Fundamentals
Get Started With Machine Learning | GeeksforGeeks
GeeksforGeeks Beginner 3y ago
Building a Centralized Background for Seamless User Experience
ML Fundamentals
Building a Centralized Background for Seamless User Experience
MLOps.community Intermediate 3y ago
How to Add AI to your App
ML Fundamentals
How to Add AI to your App
Cohere Beginner 3y ago
Exploring the World of AI and its Career Opportunities | DataHour by Mayank Garg
ML Fundamentals
Exploring the World of AI and its Career Opportunities | DataHour by Mayank Garg
Analytics Vidhya Beginner 3y ago
Introduction to Deep Learning with FastAI | DataHour by Victor Olufemi
ML Fundamentals ⚡ AI Lesson
Introduction to Deep Learning with FastAI | DataHour by Victor Olufemi
Analytics Vidhya Beginner 3y ago
Build Your First Machine Learning Model using Python - in 30 mins | Beginner Level
ML Fundamentals
Build Your First Machine Learning Model using Python - in 30 mins | Beginner Level
Analytics Vidhya Beginner 3y ago
Layer Normalization by hand
ML Fundamentals ⚡ AI Lesson
Layer Normalization by hand
CodeEmporium Beginner 3y ago
Feature Engineering Full Course - in 1 Hour | Beginner Level
ML Fundamentals ⚡ AI Lesson
Feature Engineering Full Course - in 1 Hour | Beginner Level
Analytics Vidhya Beginner 3y ago
What is Layer Normalization?
ML Fundamentals ⚡ AI Lesson
What is Layer Normalization?
CodeEmporium Beginner 3y ago
What Is Derivatives In  Calculus In Layman Terms?
ML Fundamentals
What Is Derivatives In Calculus In Layman Terms?
Krish Naik Beginner 3y ago
MEAN VS MERN ? ALL YOU NEED TO KNOW | Entri Elevate
ML Fundamentals ⚡ AI Lesson
MEAN VS MERN ? ALL YOU NEED TO KNOW | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Making Data Pipelines Easy with Dataproc and Composer | DataHour by Julian Sara Joseph
ML Fundamentals ⚡ AI Lesson
Making Data Pipelines Easy with Dataproc and Composer | DataHour by Julian Sara Joseph
Analytics Vidhya Beginner 3y ago
Salary Analysis and Prediction Using ML | DataHour by Munmun Das
ML Fundamentals
Salary Analysis and Prediction Using ML | DataHour by Munmun Das
Analytics Vidhya Beginner 3y ago
NumPy makes Linear Algebra for ML wayyyy easier!
ML Fundamentals
NumPy makes Linear Algebra for ML wayyyy easier!
Nicholas Renotte Beginner 3y ago
Automate Mortgage Document Processing with AI-- AWS Machine Learning in 15
ML Fundamentals
Automate Mortgage Document Processing with AI-- AWS Machine Learning in 15
AWS Developers Beginner 3y ago
Layer Normalization - EXPLAINED (in Transformer Neural Networks)
ML Fundamentals ⚡ AI Lesson
Layer Normalization - EXPLAINED (in Transformer Neural Networks)
CodeEmporium Advanced 3y ago
How Prakhar Cracked Multiple Job Offers In Data Science
ML Fundamentals
How Prakhar Cracked Multiple Job Offers In Data Science
Krish Naik Beginner 3y ago
Deep Dive into Semantic Segmentation- Techniques, Challenges| DataHour by Kashish Nagpal
ML Fundamentals
Deep Dive into Semantic Segmentation- Techniques, Challenges| DataHour by Kashish Nagpal
Analytics Vidhya Beginner 3y ago
Is Linear Regression a Machine Learning Algorithm #shorts #datascience
ML Fundamentals ⚡ AI Lesson
Is Linear Regression a Machine Learning Algorithm #shorts #datascience
Analytics Vidhya Beginner 3y ago
Top 4 Machine Learning Books #shorts #machinelearning #books
ML Fundamentals
Top 4 Machine Learning Books #shorts #machinelearning #books
Analytics Vidhya Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Approximation Algorithms
📚 Coursera Course ↗
Self-paced
Approximation Algorithms
Opens on Coursera ↗
Generative Deep Learning with TensorFlow
📚 Coursera Course ↗
Self-paced
Generative Deep Learning with TensorFlow
Opens on Coursera ↗
Optimize Deep Learning: Stabilize and Diagnose Models
📚 Coursera Course ↗
Self-paced
Optimize Deep Learning: Stabilize and Diagnose Models
Opens on Coursera ↗
Advanced Tokenization and Sentiment Analysis
📚 Coursera Course ↗
Self-paced
Advanced Tokenization and Sentiment Analysis
Opens on Coursera ↗
DataPrep for H2O Driverless AI
📚 Coursera Course ↗
Self-paced
DataPrep for H2O Driverless AI
Opens on Coursera ↗
Data Science in Stratified Healthcare and Precision Medicine
📚 Coursera Course ↗
Self-paced
Data Science in Stratified Healthcare and Precision Medicine
Opens on Coursera ↗