Foundations

ML Fundamentals

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

7873
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
Elevating ML infrastructure with Modal Labs CEO Erik Bernhardsson
ML Fundamentals
Elevating ML infrastructure with Modal Labs CEO Erik Bernhardsson
Weights & Biases Beginner 1y ago
Career Spotlight: Game Developer
ML Fundamentals
Career Spotlight: Game Developer
Coursera Beginner 1y ago
Data Pre-Processing for Networks ๐Ÿ”„ - Neural Network Prep ๐Ÿง  - Topic 211 #ai #ml
ML Fundamentals
Data Pre-Processing for Networks ๐Ÿ”„ - Neural Network Prep ๐Ÿง  - Topic 211 #ai #ml
deeplizard Beginner 1y ago
Global Feature Store // Gottam Sai Bharath & Cole Bailey // MLOps Podcast #263
ML Fundamentals
Global Feature Store // Gottam Sai Bharath & Cole Bailey // MLOps Podcast #263
MLOps.community Beginner 1y ago
CUDA Programming Course โ€“ High-Performance Computing with GPUs
ML Fundamentals
CUDA Programming Course โ€“ High-Performance Computing with GPUs
freeCodeCamp.org Beginner 1y ago
Warner Brothers Discovery: AI-Assisted Captioning on Google Cloud
ML Fundamentals
Warner Brothers Discovery: AI-Assisted Captioning on Google Cloud
Google Cloud Beginner 1y ago
Nutrify AI Grant Batch 4 application 1 minute founder intro video (rejected)
ML Fundamentals
Nutrify AI Grant Batch 4 application 1 minute founder intro video (rejected)
Daniel Bourke Beginner 1y ago
Nutrify AI Grant Batch 4 application live demo video (rejected)
ML Fundamentals
Nutrify AI Grant Batch 4 application live demo video (rejected)
Daniel Bourke Beginner 1y ago
RAG - Explained!
ML Fundamentals
RAG - Explained!
CodeEmporium Beginner 1y ago
One-Hot Encodings Flexibility ๐Ÿ”„ - Assigning Vector Places ๐ŸŽš๏ธ - Topic 210 #ai #ml
ML Fundamentals
One-Hot Encodings Flexibility ๐Ÿ”„ - Assigning Vector Places ๐ŸŽš๏ธ - Topic 210 #ai #ml
deeplizard Beginner 1y ago
Zuckerberg's favourite programming language !
ML Fundamentals
Zuckerberg's favourite programming language !
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Want to Master Machine Learning? Start with This Tip
ML Fundamentals
Want to Master Machine Learning? Start with This Tip
Data Sensei Beginner 1y ago
So You Think You Can ANALYZE? (Data Content Creator Hackathon)
ML Fundamentals
So You Think You Can ANALYZE? (Data Content Creator Hackathon)
Ken Jee Beginner 1y ago
Vehicle Damage Assessment with AI: Precision Analysis and Data Annotation
ML Fundamentals
Vehicle Damage Assessment with AI: Precision Analysis and Data Annotation
Macgence Beginner 1y ago
Hyperparameter Tuning For Neural Networks in Python
ML Fundamentals
Hyperparameter Tuning For Neural Networks in Python
NeuralNine Beginner 1y ago
Your Profile Presentation Matters in Data Science and ML Job Search - Interview Accelerator Course
ML Fundamentals
Your Profile Presentation Matters in Data Science and ML Job Search - Interview Accelerator Course
Sahil Vohra Beginner 1y ago
All Machine Learning algorithms explained in 17 min
16:30
ML Fundamentals
All Machine Learning algorithms explained in 17 min
Infinite Codes Beginner 1y ago
What is an ATS resume?
ML Fundamentals
What is an ATS resume?
codebasics Beginner 1y ago
#244 Using Data to Optimize Costs in Healthcare with Travis Dalton & Jocelyn Jiang, MultiPlan
ML Fundamentals
#244 Using Data to Optimize Costs in Healthcare with Travis Dalton & Jocelyn Jiang, MultiPlan
DataCamp Beginner 1y ago
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 3
ML Fundamentals
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 3
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Genius Machine Learning Advice for 10 Minutes Straight
ML Fundamentals
Genius Machine Learning Advice for 10 Minutes Straight
Data Sensei Beginner 1y ago
How to Learn Machine Learning Short
ML Fundamentals
How to Learn Machine Learning Short
365 Data Science Beginner 1y ago
How to Learn Machine Learning (2024)
ML Fundamentals
How to Learn Machine Learning (2024)
365 Data Science Beginner 1y ago
Webinar: Which finance programme is right for me?
ML Fundamentals
Webinar: Which finance programme is right for me?
Saรฏd Business School, University of Oxford Beginner 1y ago
How many jelly beans - machine learning ๐Ÿ—ฃ๏ธ
ML Fundamentals
How many jelly beans - machine learning ๐Ÿ—ฃ๏ธ
Sajjaad Khader Beginner 1y ago
8 Best Tips For Cleaning Your Data | Data Cleaning | Machine Learning, Data Preparation.
ML Fundamentals
8 Best Tips For Cleaning Your Data | Data Cleaning | Machine Learning, Data Preparation.
AI For Beginners Beginner 1y ago
Machine Learning Crash Course: Embeddings
2:37
ML Fundamentals
Machine Learning Crash Course: Embeddings
Google for Developers Beginner 1y ago
genAI - EXPLAINED!
ML Fundamentals
genAI - EXPLAINED!
CodeEmporium Beginner 1y ago
Ashvanth S - Simplicity & Effectiveness of Byte Pair Encoding (BPE)
ML Fundamentals
Ashvanth S - Simplicity & Effectiveness of Byte Pair Encoding (BPE)
Cohere Beginner 1y ago
Machine Learning Crash Course: Neural Networks Backprop
ML Fundamentals
Machine Learning Crash Course: Neural Networks Backprop
Google for Developers Beginner 1y ago
RIU y la IA: Mรกs ventas y mejores experiencias de cliente
ML Fundamentals
RIU y la IA: Mรกs ventas y mejores experiencias de cliente
Google Cloud Beginner 1y ago
A generative model of biology for in-silico experimentation and discovery | Microsoft Research Forum
ML Fundamentals
A generative model of biology for in-silico experimentation and discovery | Microsoft Research Forum
Microsoft Research Beginner 1y ago
Expanding One-Hot Encodings ๐Ÿ“ˆ - Adding New Categories ๐Ÿ†• - Topic 209 #ai #ml
ML Fundamentals
Expanding One-Hot Encodings ๐Ÿ“ˆ - Adding New Categories ๐Ÿ†• - Topic 209 #ai #ml
deeplizard Beginner 1y ago
200 Million Years of Turtle Wisdom ๐Ÿข๐Ÿง  Nature Break with Mandy
ML Fundamentals
200 Million Years of Turtle Wisdom ๐Ÿข๐Ÿง  Nature Break with Mandy
deeplizard Beginner 1y ago
Fix Slouching, Relieve Neck Tension, & Boost Shoulder Health with This Exercise with Mandy ๐Ÿ’ช๐Ÿ‘ฉโ€๐Ÿ’ป
ML Fundamentals
Fix Slouching, Relieve Neck Tension, & Boost Shoulder Health with This Exercise with Mandy ๐Ÿ’ช๐Ÿ‘ฉโ€๐Ÿ’ป
deeplizard Beginner 1y ago
Understanding One-Hot Vectors ๐Ÿ”ข - Categorical Data in Vectors ๐Ÿ“‰ - Topic 208 #ai #ml
ML Fundamentals
Understanding One-Hot Vectors ๐Ÿ”ข - Categorical Data in Vectors ๐Ÿ“‰ - Topic 208 #ai #ml
deeplizard Beginner 1y ago
One-Hot Encoding Explained ๐ŸŒŸ - Transforming Categories ๐Ÿ”‘ - Topic 207 #ai #ml
ML Fundamentals
One-Hot Encoding Explained ๐ŸŒŸ - Transforming Categories ๐Ÿ”‘ - Topic 207 #ai #ml
deeplizard Beginner 1y ago
Telephone Etiquette Do's & Don'ts | Master Your Interview Skills! | Interview Tips 2 #interviewtips
ML Fundamentals
Telephone Etiquette Do's & Don'ts | Master Your Interview Skills! | Interview Tips 2 #interviewtips
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Up Close with a Stealthy Praying Mantis ๐Ÿ™๐Ÿฆ— Nature Break with Mandy
ML Fundamentals
Up Close with a Stealthy Praying Mantis ๐Ÿ™๐Ÿฆ— Nature Break with Mandy
deeplizard Beginner 1y ago
MASTER YOUR CALLS !   TELEPHONE ETIQUETTES DO'S
ML Fundamentals
MASTER YOUR CALLS ! TELEPHONE ETIQUETTES DO'S
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Hear directly from our amazing students! Their stories and success are what drive us every day.๐Ÿ”ฅ
ML Fundamentals
Hear directly from our amazing students! Their stories and success are what drive us every day.๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Counteract All Day Sitting with Squats ๐Ÿ‹๏ธโ€โ™€๏ธ Desk Break Fitness with Mandy
ML Fundamentals
Counteract All Day Sitting with Squats ๐Ÿ‹๏ธโ€โ™€๏ธ Desk Break Fitness with Mandy
deeplizard Beginner 1y ago
What HR Looks for in Tech Hiring | Tech Interview  #interview #hiring
ML Fundamentals
What HR Looks for in Tech Hiring | Tech Interview #interview #hiring
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Encoding Nominal Data ๐Ÿท๏ธ - Preparing for ML Models ๐Ÿ”„ - Topic 206 #ai #ml
ML Fundamentals
Encoding Nominal Data ๐Ÿท๏ธ - Preparing for ML Models ๐Ÿ”„ - Topic 206 #ai #ml
deeplizard Beginner 1y ago
Nominal vs Ordinal Data ๐Ÿ†š - Categorical Data in ML ๐Ÿ”– - Topic 205 #ai #ml
ML Fundamentals
Nominal vs Ordinal Data ๐Ÿ†š - Categorical Data in ML ๐Ÿ”– - Topic 205 #ai #ml
deeplizard Beginner 1y ago
Eco-Friendly Hitchhiker ๐Ÿฆ— Beard Adventures with Mandy ๐Ÿ˜†
ML Fundamentals
Eco-Friendly Hitchhiker ๐Ÿฆ— Beard Adventures with Mandy ๐Ÿ˜†
deeplizard Beginner 1y ago
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 2
ML Fundamentals
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Machine Learning Crash Course: Neural Networks Intro
ML Fundamentals
Machine Learning Crash Course: Neural Networks Intro
Google for Developers Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Creating Multi Task Models With Keras
๐Ÿ“š Coursera Course โ†—
Self-paced
Creating Multi Task Models With Keras
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†—
From Zero to Hero - Digital Product Development From Scratch
๐Ÿ“š Coursera Course โ†—
Self-paced
From Zero to Hero - Digital Product Development From Scratch
Opens on Coursera โ†—
Natural Language Processing with Attention Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Natural Language Processing with Attention Models
Opens on Coursera โ†—
Machine Learning and Human Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning and Human Learning
Opens on Coursera โ†—
Building a Large-Scale, Automated Forecasting System
๐Ÿ“š Coursera Course โ†—
Self-paced
Building a Large-Scale, Automated Forecasting System
Opens on Coursera โ†—