Foundations

ML Fundamentals

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

12,160
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
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
How many jelly beans - machine learning ๐Ÿ—ฃ๏ธ
ML Fundamentals โšก AI Lesson
How many jelly beans - machine learning ๐Ÿ—ฃ๏ธ
Sajjaad Khader Beginner 1y ago
Counteract All Day Sitting with Squats ๐Ÿ‹๏ธโ€โ™€๏ธ Desk Break Fitness with Mandy
ML Fundamentals โšก AI Lesson
Counteract All Day Sitting with Squats ๐Ÿ‹๏ธโ€โ™€๏ธ Desk Break Fitness with Mandy
deeplizard Beginner 1y ago
Data Science Roadmap 2024.
ML Fundamentals
Data Science Roadmap 2024.
codebasics Intermediate 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
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
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ML Fundamentals โšก AI Lesson
Machine Learning Crash Course: Embeddings
Google for Developers Beginner 1y ago
Stanford ECON295/CS323 I 2024 I AI and Creativity, Anima Anandkumar
ML Fundamentals
Stanford ECON295/CS323 I 2024 I AI and Creativity, Anima Anandkumar
Stanford Online Advanced 1y ago
Encoding Nominal Data ๐Ÿท๏ธ - Preparing for ML Models ๐Ÿ”„ - Topic 206 #ai #ml
ML Fundamentals โšก AI Lesson
Encoding Nominal Data ๐Ÿท๏ธ - Preparing for ML Models ๐Ÿ”„ - Topic 206 #ai #ml
deeplizard Beginner 1y ago
genAI - EXPLAINED!
ML Fundamentals โšก AI Lesson
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
Breaking free from the dial-up era of AI inference
ML Fundamentals
Breaking free from the dial-up era of AI inference
Weights & Biases Intermediate 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
Jeremy Bernstein - Metrized Deep Learning
ML Fundamentals
Jeremy Bernstein - Metrized Deep Learning
Cohere Advanced 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
Customer Voices: Audiomob
ML Fundamentals
Customer Voices: Audiomob
Google Cloud Beginner 1y ago
Number of Projects on a Data Analyst Resume.
ML Fundamentals
Number of Projects on a Data Analyst Resume.
codebasics Intermediate 1y ago
How to Evaluate Your ML Models Effectively? | Evaluation Metrics in Machine Learning!
ML Fundamentals โšก AI Lesson
How to Evaluate Your ML Models Effectively? | Evaluation Metrics in Machine Learning!
AI For Beginners Beginner 1y ago
Training AI to Solve Puzzles in Little Learning Machines
ML Fundamentals
Training AI to Solve Puzzles in Little Learning Machines
AI and Games Beginner 1y ago
Predicting Employee Attrition - Machine Learning Project in Python
ML Fundamentals โšก AI Lesson
Predicting Employee Attrition - Machine Learning Project in Python
NeuralNine Beginner 1y ago
Keras Callbacks: Customize Training Machine Learning Models
ML Fundamentals โšก AI Lesson
Keras Callbacks: Customize Training Machine Learning Models
NeuralNine Beginner 1y ago
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
ML Fundamentals โšก AI Lesson
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
MLOps.community Intermediate 1y ago
Developers Wonโ€™t Code Anymore โ“
ML Fundamentals โšก AI Lesson
Developers Wonโ€™t Code Anymore โ“
Analytics Vidhya Intermediate 1y ago
Continuous Model Training // Nicolas Mauti // MLOps Podcast #255 clip
ML Fundamentals โšก AI Lesson
Continuous Model Training // Nicolas Mauti // MLOps Podcast #255 clip
MLOps.community Beginner 1y ago
Emerging Trends in DS & ML | Tech Talk - Bengaluru | GeeksforGeeks
ML Fundamentals
Emerging Trends in DS & ML | Tech Talk - Bengaluru | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
ML for High-Performance Climate and Earth Virtualization Engines
ML Fundamentals
ML for High-Performance Climate and Earth Virtualization Engines
Microsoft Research Beginner 1y ago
Informer: Training and Inference
ML Fundamentals โšก AI Lesson
Informer: Training and Inference
CodeEmporium Advanced 1y ago
Deep Learning by Goodfellow Study Group - 8-3-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 8-3-2024
TWIML AI Podcast Beginner 1y ago
Deep Learning by Goodfellow Study Group - 7-27-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 7-27-2024
TWIML AI Podcast Beginner 1y ago
A Professional Certificate will get you a seat at the table. A degree will get you a whole meal.
ML Fundamentals
A Professional Certificate will get you a seat at the table. A degree will get you a whole meal.
Coursera Beginner 1y ago
Bring AI Education and Training to Your University with NVIDIA
ML Fundamentals โšก AI Lesson
Bring AI Education and Training to Your University with NVIDIA
NVIDIA Developer Advanced 1y ago
The hype is real. Gain job-ready skills today with Coursera Plus. #onlinelearning
ML Fundamentals
The hype is real. Gain job-ready skills today with Coursera Plus. #onlinelearning
Coursera Beginner 1y ago
Nominal vs Ordinal Data ๐Ÿ†š - Categorical Data in ML ๐Ÿ”– - Topic 205 #ai #ml
ML Fundamentals โšก AI Lesson
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 โšก AI Lesson
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
Bench Press for Upper Body Strength - Desk Break Fitness with Mandy ๐Ÿ‘ฉโ€๐Ÿ’ป๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Bench Press for Upper Body Strength - Desk Break Fitness with Mandy ๐Ÿ‘ฉโ€๐Ÿ’ป๐Ÿ’ช
deeplizard Beginner 1y ago
Ordinal Encoding Examples ๐Ÿ” - Numeric Transformation ๐ŸŽš๏ธ - Topic 204 #ai #ml
ML Fundamentals โšก AI Lesson
Ordinal Encoding Examples ๐Ÿ” - Numeric Transformation ๐ŸŽš๏ธ - Topic 204 #ai #ml
deeplizard Beginner 1y ago
The Role of Loss Functions | Most Common Loss Functions in Machine Learning | Explained!
ML Fundamentals
The Role of Loss Functions | Most Common Loss Functions in Machine Learning | Explained!
AI For Beginners Beginner 1y ago
When to Use Ordinal Encoding ๐Ÿ“ˆ - Ordered Data Labeling ๐Ÿ›ค๏ธ - Topic 203 #ai #ml
ML Fundamentals โšก AI Lesson
When to Use Ordinal Encoding ๐Ÿ“ˆ - Ordered Data Labeling ๐Ÿ›ค๏ธ - Topic 203 #ai #ml
deeplizard Beginner 1y ago
Machine Learning Crash Course: Generalization
ML Fundamentals
Machine Learning Crash Course: Generalization
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Classification
ML Fundamentals
Machine Learning Crash Course: Classification
Google for Developers Beginner 1y ago
Ordinal Encoding Basics ๐Ÿ”ข - Ordering Categorical Labels ๐Ÿ“Š - Topic 202 #ai #ml
ML Fundamentals โšก AI Lesson
Ordinal Encoding Basics ๐Ÿ”ข - Ordering Categorical Labels ๐Ÿ“Š - Topic 202 #ai #ml
deeplizard Beginner 1y ago
How many projects do you need to have on your resume?
ML Fundamentals โšก AI Lesson
How many projects do you need to have on your resume?
codebasics Intermediate 1y ago
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
ML Fundamentals โšก AI Lesson
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
AI For Beginners Beginner 1y ago
Encoding Labels for Networks ๐Ÿท๏ธ - Supervised Learning Prep ๐Ÿ“˜ - Topic 201 #ai #ml
ML Fundamentals โšก AI Lesson
Encoding Labels for Networks ๐Ÿท๏ธ - Supervised Learning Prep ๐Ÿ“˜ - Topic 201 #ai #ml
deeplizard Beginner 1y ago
Machine Learning Crash Course: Logistic Regression
ML Fundamentals
Machine Learning Crash Course: Logistic Regression
Google for Developers Beginner 1y ago
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