Foundations

ML Fundamentals

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

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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
Stock Price Prediction using GRU | Deep Learning Project in Tamil | Gated Recurrent Unit
ML Fundamentals
Stock Price Prediction using GRU | Deep Learning Project in Tamil | Gated Recurrent Unit
Adi Explains Intermediate 4mo ago
Databricks ๐Ÿค Sharepoint Connector to feed the #ai machine with unstructured data
ML Fundamentals โšก AI Lesson
Databricks ๐Ÿค Sharepoint Connector to feed the #ai machine with unstructured data
Databricks Intermediate 4mo ago
AI Still Hallunicates  Can  We Trust It, And To What Extent | Joshua Starmer x  Data Science
ML Fundamentals
AI Still Hallunicates Can We Trust It, And To What Extent | Joshua Starmer x Data Science
Data Science Dojo Advanced 4mo ago
Unitlab AI: Easiest Way To Label Datasets For Machine Learning
ML Fundamentals โšก AI Lesson
Unitlab AI: Easiest Way To Label Datasets For Machine Learning
NeuralNine Beginner 4mo ago
Kling AI: The Next Big Thing Thatโ€™s Going to Change AI Forever #shorts #simplilearn
ML Fundamentals
Kling AI: The Next Big Thing Thatโ€™s Going to Change AI Forever #shorts #simplilearn
Simplilearn Beginner 4mo ago
Training a Unitree G1 to Walk w/ Reinforcement Learning
ML Fundamentals โšก AI Lesson
Training a Unitree G1 to Walk w/ Reinforcement Learning
Sentdex Advanced 4mo ago
Gen AI & Reinforcement Learning- Computerphile
ML Fundamentals โšก AI Lesson
Gen AI & Reinforcement Learning- Computerphile
Computerphile Intermediate 4mo ago
VibeVoice from Microsoft | Real-time open-source Text-To-Speech synthesis!
ML Fundamentals
VibeVoice from Microsoft | Real-time open-source Text-To-Speech synthesis!
AI Bites Beginner 4mo ago
Converting Pytorch to JAX - Coding Stream
ML Fundamentals โšก AI Lesson
Converting Pytorch to JAX - Coding Stream
Rob Mulla Intermediate 4mo ago
AI and Climate: From Grids to Data Centers โ€” AI Strategy & Innovation
ML Fundamentals โšก AI Lesson
AI and Climate: From Grids to Data Centers โ€” AI Strategy & Innovation
Stanford Online Beginner 4mo ago
AWS EDGE Innovation Spotlight: Coralogix | Amazon Web Services
ML Fundamentals
AWS EDGE Innovation Spotlight: Coralogix | Amazon Web Services
Amazon Web Services Advanced 4mo ago
Free Advanced AI Full Course in Hindi | Learn AI from Scratch to Advanced
ML Fundamentals
Free Advanced AI Full Course in Hindi | Learn AI from Scratch to Advanced
The iScale Intermediate 4mo ago
How to get a machine learning engineer job fast - Without a uni degree
ML Fundamentals โšก AI Lesson
How to get a machine learning engineer job fast - Without a uni degree
Tech With Tim Beginner 4mo ago
Ai Vs Machine Learning And Deep Learning Vs Machine Learning #shorts #ai #ml #deeplearning #coding
ML Fundamentals
Ai Vs Machine Learning And Deep Learning Vs Machine Learning #shorts #ai #ml #deeplearning #coding
WebKnower Beginner 4mo ago
Your 2026 Career is Loading
ML Fundamentals
Your 2026 Career is Loading
Coursera Beginner 4mo ago
A Quantitative Study of Locality in GPU Caches for Memory-Divergent Workloads
ML Fundamentals
A Quantitative Study of Locality in GPU Caches for Memory-Divergent Workloads
West Coast Machine Learning Advanced 4mo ago
Machine Learning VS Deep Learning: OREO Science
ML Fundamentals โšก AI Lesson
Machine Learning VS Deep Learning: OREO Science
Sajjaad Khader Beginner 4mo ago
Random Forest Regressor
ML Fundamentals
Random Forest Regressor
Raghava reddy Beginner 4mo ago
4.Random Forest classifier in Telugu
ML Fundamentals
4.Random Forest classifier in Telugu
Raghava reddy Beginner 4mo ago
Oxford MBA: Explore the programme
ML Fundamentals โšก AI Lesson
Oxford MBA: Explore the programme
Saรฏd Business School, University of Oxford Beginner 4mo ago
State of AI Review - Part 1
ML Fundamentals
State of AI Review - Part 1
West Coast Machine Learning Advanced 4mo ago
Tensorflow Crash Course - Deep Learning in Python For Beginners
ML Fundamentals โšก AI Lesson
Tensorflow Crash Course - Deep Learning in Python For Beginners
NeuralNine Beginner 4mo ago
#336 From City Sewers to Sovereign AI with Russ Wilcox, CEO at ArtifexAI
ML Fundamentals โšก AI Lesson
#336 From City Sewers to Sovereign AI with Russ Wilcox, CEO at ArtifexAI
DataCamp Beginner 4mo ago
Why Josh Always Asks, โ€œCan A Topic Be Any  Simpler Than This?โ€ | Joshua Starmer x Data Science Dojo
ML Fundamentals
Why Josh Always Asks, โ€œCan A Topic Be Any Simpler Than This?โ€ | Joshua Starmer x Data Science Dojo
Data Science Dojo Beginner 4mo ago
Vision Transformers - Explained!
ML Fundamentals โšก AI Lesson
Vision Transformers - Explained!
CodeEmporium Advanced 4mo ago
What is Data Science?
ML Fundamentals โšก AI Lesson
What is Data Science?
Guru99 Beginner 4mo ago
Data Scientist Roadmap 2026 | How to Become Data Scientist in 2026 | #shorts  #simplilearn
ML Fundamentals
Data Scientist Roadmap 2026 | How to Become Data Scientist in 2026 | #shorts #simplilearn
Simplilearn Beginner 4mo ago
Gated Recurrent Unit Explained in Tamil | GRU | Deep Learning Tutorial in Tamil | Adi Explains
ML Fundamentals
Gated Recurrent Unit Explained in Tamil | GRU | Deep Learning Tutorial in Tamil | Adi Explains
Adi Explains Beginner 4mo ago
An Unexpected Twist on Mรถbius Strips - Numberphile
ML Fundamentals
An Unexpected Twist on Mรถbius Strips - Numberphile
Numberphile Beginner 4mo ago
Exploring the Supply Chain Career Path: From Entry-Level to Senior Roles
ML Fundamentals
Exploring the Supply Chain Career Path: From Entry-Level to Senior Roles
Coursera Beginner 4mo ago
AI in Coding  Proven Success and Impact
ML Fundamentals
AI in Coding Proven Success and Impact
MLOps.community Intermediate 4mo ago
What is PyTorch?
ML Fundamentals โšก AI Lesson
What is PyTorch?
Guru99 Beginner 4mo ago
Building Faster and Smarter AI Systems with Nemotron
ML Fundamentals โšก AI Lesson
Building Faster and Smarter AI Systems with Nemotron
NVIDIA Developer Beginner 4mo ago
Procedural Generation in Games - Computerphile
ML Fundamentals โšก AI Lesson
Procedural Generation in Games - Computerphile
Computerphile Beginner 4mo ago
Transformers Step-by-Step Explained (Attention Is All You Need)
ML Fundamentals โšก AI Lesson
Transformers Step-by-Step Explained (Attention Is All You Need)
ByteByteGo Beginner 4mo ago
Mistralโ€™s Devstral 2 Is the New Coding Beast โ€” Open & Powerful!
ML Fundamentals
Mistralโ€™s Devstral 2 Is the New Coding Beast โ€” Open & Powerful!
Analytics Vidhya Advanced 4mo ago
KAIST XAI Tutorial 2025 | Introduction to Global Explanation Methods | Jinsil Lee (SAIL, KAIST)
ML Fundamentals
KAIST XAI Tutorial 2025 | Introduction to Global Explanation Methods | Jinsil Lee (SAIL, KAIST)
XAI Open Beginner 4mo ago
I Only Used the Terminal for 7 Days Straight
ML Fundamentals
I Only Used the Terminal for 7 Days Straight
Coding with Lewis Beginner 4mo ago
The Ever Evolving Battle Against Fraud in Data Science
ML Fundamentals โšก AI Lesson
The Ever Evolving Battle Against Fraud in Data Science
MLOps.community Intermediate 4mo ago
AI & ML Engineer Roadmap For 2026 | Step-by-Step Guide for Beginners | AI & ML Roadmap | Edureka
ML Fundamentals
AI & ML Engineer Roadmap For 2026 | Step-by-Step Guide for Beginners | AI & ML Roadmap | Edureka
edureka! Beginner 4mo ago
What I eat in a day as a machine learning engineer
ML Fundamentals
What I eat in a day as a machine learning engineer
Daniel Bourke Beginner 4mo ago
3.Decision Tree classifier in telugu
ML Fundamentals
3.Decision Tree classifier in telugu
Raghava reddy Beginner 4mo ago
2. Logistic Regression in Telugu
ML Fundamentals
2. Logistic Regression in Telugu
Raghava reddy Beginner 4mo ago
1. Linear regression in Telugu
ML Fundamentals
1. Linear regression in Telugu
Raghava reddy Beginner 4mo ago
Exploring the Origins with Word2Vec | Vector Databases for Beginners | Part 3
ML Fundamentals โšก AI Lesson
Exploring the Origins with Word2Vec | Vector Databases for Beginners | Part 3
Data Science Dojo Beginner 4mo ago
Machine Learning Full Course In 10 Hours | Machine Learning Full Course For Beginners | Simplilearn
ML Fundamentals
Machine Learning Full Course In 10 Hours | Machine Learning Full Course For Beginners | Simplilearn
Simplilearn Advanced 4mo ago
Why Your Brain Learns Better With A Good Story Story? Joshua Starmer x Data Science Dojo
ML Fundamentals โšก AI Lesson
Why Your Brain Learns Better With A Good Story Story? Joshua Starmer x Data Science Dojo
Data Science Dojo Advanced 4mo ago
Stock Price Prediction using LSTM | Deep Learning Project in Tamil | Python Tutorial
ML Fundamentals
Stock Price Prediction using LSTM | Deep Learning Project in Tamil | Python Tutorial
Adi Explains Intermediate 4mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Diabetes Prediction With Pyspark MLLIB
๐Ÿ“š Coursera Course โ†—
Self-paced
Diabetes Prediction With Pyspark MLLIB
Opens on Coursera โ†—
Applied Math for Materials Science and Engineering
๐Ÿ“š Coursera Course โ†—
Self-paced
Applied Math for Materials Science and Engineering
Opens on Coursera โ†—
Python: Implement & Evaluate Random Forests for ML
๐Ÿ“š Coursera Course โ†—
Self-paced
Python: Implement & Evaluate Random Forests for ML
Opens on Coursera โ†—
Graduate Admission Prediction with Pyspark ML
๐Ÿ“š Coursera Course โ†—
Self-paced
Graduate Admission Prediction with Pyspark ML
Opens on Coursera โ†—
AWS Glue Getting Started
๐Ÿ“š Coursera Course โ†—
Self-paced
AWS Glue Getting Started
Opens on Coursera โ†—
Analyze Financial Risk Using AI, Markets, and Governance
๐Ÿ“š Coursera Course โ†—
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Analyze Financial Risk Using AI, Markets, and Governance
Opens on Coursera โ†—