Foundations

ML Fundamentals

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

13180
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
BERT Pretaining in Detail #deeplearning  #machinelearning
ML Fundamentals
BERT Pretaining in Detail #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
The Unexpected Pure Math You Have to Know as a Data Scientist : Pythagorean Means
ML Fundamentals
The Unexpected Pure Math You Have to Know as a Data Scientist : Pythagorean Means
ritvikmath Intermediate 2y ago
Diving into Deep Learning? ๐ŸŠ An Essential Starter Guide ๐Ÿ“˜ - Topic 020 #ai #ml
ML Fundamentals
Diving into Deep Learning? ๐ŸŠ An Essential Starter Guide ๐Ÿ“˜ - Topic 020 #ai #ml
deeplizard Beginner 2y ago
๐ŸšซSTOP DOING THIS!๐Ÿšซ
ML Fundamentals
๐ŸšซSTOP DOING THIS!๐Ÿšซ
codebasics Beginner 2y ago
AI Eye contact!๐Ÿ‘€ How to use Captions
ML Fundamentals
AI Eye contact!๐Ÿ‘€ How to use Captions
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk
ML Fundamentals
Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk
MLOps.community Intermediate 2y ago
End To End LLM Conversational Q&A Chatbot With Deployment
ML Fundamentals
End To End LLM Conversational Q&A Chatbot With Deployment
Krish Naik Beginner 2y ago
Deep Learning for Beginners - Why DL in Computer Vision ๐Ÿ–ผ๏ธ๐Ÿง  - Topic 019 #ai
ML Fundamentals
Deep Learning for Beginners - Why DL in Computer Vision ๐Ÿ–ผ๏ธ๐Ÿง  - Topic 019 #ai
deeplizard Beginner 2y ago
Oxford Healthcare Leadership Programme | 2024
ML Fundamentals
Oxford Healthcare Leadership Programme | 2024
Saรฏd Business School, University of Oxford Beginner 2y ago
Oxford Advanced Management and Leadership Programme: participant reflections
ML Fundamentals
Oxford Advanced Management and Leadership Programme: participant reflections
Saรฏd Business School, University of Oxford Beginner 2y ago
BERT Pretaining summary #deeplearning  #machinelearning
ML Fundamentals
BERT Pretaining summary #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
You deserve love and care.
ML Fundamentals
You deserve love and care.
Coursera Beginner 2y ago
Binary Search Algorithm - Computerphile
ML Fundamentals
Binary Search Algorithm - Computerphile
Computerphile Beginner 2y ago
Beyond software and search: Google's in-house hardware
ML Fundamentals
Beyond software and search: Google's in-house hardware
Google Cloud Tech Beginner 2y ago
Join us at the third annual Women in ML Symposium
ML Fundamentals
Join us at the third annual Women in ML Symposium
TensorFlow Beginner 2y ago
Main factors of switching Companies- Why did i switch many companies?- Krish Naik
ML Fundamentals
Main factors of switching Companies- Why did i switch many companies?- Krish Naik
Krish Naik Beginner 2y ago
70 HOURS WORK WEEK! ๐Ÿคฏ#codebasics #dataanalyst #datascientist #work #corporate
ML Fundamentals
70 HOURS WORK WEEK! ๐Ÿคฏ#codebasics #dataanalyst #datascientist #work #corporate
codebasics Beginner 2y ago
Rutinder Singh Negi, Head-L&D, Bajaj Finance Limited
ML Fundamentals
Rutinder Singh Negi, Head-L&D, Bajaj Finance Limited
Coursera Beginner 2y ago
Stanford Lecture: Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022)
ML Fundamentals
Stanford Lecture: Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022)
Stanford Online Beginner 2y ago
Scaling Machine Learning with Spark Book author interview with Adi Polak
ML Fundamentals
Scaling Machine Learning with Spark Book author interview with Adi Polak
Sophia Yang (AI) Beginner 2y ago
Stanford Webinar - Emerging Trends in Building Decarbonization
ML Fundamentals
Stanford Webinar - Emerging Trends in Building Decarbonization
Stanford Online Beginner 2y ago
The Story of Piratebay! PART- 2
ML Fundamentals
The Story of Piratebay! PART- 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Build Machine Learning Applications Easily with Gradio in Python
ML Fundamentals
Build Machine Learning Applications Easily with Gradio in Python
NeuralNine Intermediate 2y ago
The Calculus of Success
ML Fundamentals
The Calculus of Success
a16z Beginner 2y ago
3 AI Jobs of the Future | Artificial Intelligence New Jobs in 2024
ML Fundamentals
3 AI Jobs of the Future | Artificial Intelligence New Jobs in 2024
Analytics Vidhya Intermediate 2y ago
Building Production Systems with Generative AI, Machine Learning, and Data
ML Fundamentals
Building Production Systems with Generative AI, Machine Learning, and Data
Outerbounds Beginner 2y ago
Build high performance & cost-effective ML apps using Amazon SageMaker- AWS Virtual Workshop
ML Fundamentals
Build high performance & cost-effective ML apps using Amazon SageMaker- AWS Virtual Workshop
AWS Developers Advanced 2y ago
Sayak Paul - Getting started with community contributions, diffusion models, and more
ML Fundamentals
Sayak Paul - Getting started with community contributions, diffusion models, and more
TensorFlow Beginner 2y ago
Insights on Real-Time ML and Its Impact on Traffic Predictions // Ketan Umare // Podcast clip #183
ML Fundamentals
Insights on Real-Time ML and Its Impact on Traffic Predictions // Ketan Umare // Podcast clip #183
MLOps.community Beginner 2y ago
Building A Machine Learning Resume Project From Scratch
ML Fundamentals
Building A Machine Learning Resume Project From Scratch
Tech With Tim Intermediate 2y ago
Vulturenado in the Wild with Mandy ๐Ÿฆ…๐ŸŒช๏ธ
ML Fundamentals
Vulturenado in the Wild with Mandy ๐Ÿฆ…๐ŸŒช๏ธ
deeplizard Beginner 2y ago
Deep Learning Computer Vision - Crafting Images ๐Ÿ“ธ๐Ÿง  - Topic 018 #ai #ml
ML Fundamentals
Deep Learning Computer Vision - Crafting Images ๐Ÿ“ธ๐Ÿง  - Topic 018 #ai #ml
deeplizard Beginner 2y ago
Image Segmentation with Deep Learning ๐ŸŽจ๐Ÿ–ผ๏ธ - Topic 017 #ai #ml #deeplearning
ML Fundamentals
Image Segmentation with Deep Learning ๐ŸŽจ๐Ÿ–ผ๏ธ - Topic 017 #ai #ml #deeplearning
deeplizard Beginner 2y ago
BERT fine tuning #deeplearning  #machinelearning
ML Fundamentals
BERT fine tuning #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Live AI Quiz- Giveaway 5000 INR- Happy Halloween
ML Fundamentals
Live AI Quiz- Giveaway 5000 INR- Happy Halloween
Krish Naik Intermediate 2y ago
MBA Africa information event webinar
ML Fundamentals
MBA Africa information event webinar
Saรฏd Business School, University of Oxford Beginner 2y ago
Upsampling in Neural Networks - Interactive Demo App
ML Fundamentals
Upsampling in Neural Networks - Interactive Demo App
deeplizard Beginner 2y ago
Foundation of Q-learning | Temporal Difference Learning explained!
ML Fundamentals
Foundation of Q-learning | Temporal Difference Learning explained!
CodeEmporium Advanced 2y ago
Demystifying tech buzzwords: #Python
ML Fundamentals
Demystifying tech buzzwords: #Python
Coursera Beginner 2y ago
Cossack Squat with Mandy + ??? ๐Ÿฆ—
ML Fundamentals
Cossack Squat with Mandy + ??? ๐Ÿฆ—
deeplizard Beginner 2y ago
Computer Vision 101: A Deep Learning Starter's View ๐Ÿš€๐Ÿ‘๏ธ - Topic 014 #ai #ml
ML Fundamentals
Computer Vision 101: A Deep Learning Starter's View ๐Ÿš€๐Ÿ‘๏ธ - Topic 014 #ai #ml
deeplizard Beginner 2y ago
10/26/23 Dartmouth Master of Engineering in Computer Engineering Webinar
ML Fundamentals
10/26/23 Dartmouth Master of Engineering in Computer Engineering Webinar
Coursera Intermediate 2y ago
Amazing Langchain Series With End To End Projects- Prerequisites To Start With
ML Fundamentals
Amazing Langchain Series With End To End Projects- Prerequisites To Start With
Krish Naik Beginner 2y ago
๐Ÿ’ก Career idea: Front end developer!
ML Fundamentals
๐Ÿ’ก Career idea: Front end developer!
Coursera Beginner 2y ago
Failing Jump Rope + Neuroplasticity with Mandy ๐Ÿ‘ฝ๐ŸŒŽ
ML Fundamentals
Failing Jump Rope + Neuroplasticity with Mandy ๐Ÿ‘ฝ๐ŸŒŽ
deeplizard Beginner 2y ago
Oxford Global Healthcare Roundtable: Solving healthcare access in low- and middle-income countries
ML Fundamentals
Oxford Global Healthcare Roundtable: Solving healthcare access in low- and middle-income countries
Saรฏd Business School, University of Oxford Intermediate 2y ago
Stanford CS109 Probability for Computer Scientists I Counting I 2022 I Lecture 29
ML Fundamentals
Stanford CS109 Probability for Computer Scientists I Counting I 2022 I Lecture 29
Stanford Online Beginner 2y ago
Why LSTM over RNNs? #deeplearning #machinelearning
ML Fundamentals
Why LSTM over RNNs? #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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I/O-efficient algorithms
๐Ÿ“š Coursera Course โ†—
Self-paced
I/O-efficient algorithms
Opens on Coursera โ†—
Building a Machine Learning Solution
๐Ÿ“š Coursera Course โ†—
Self-paced
Building a Machine Learning Solution
Opens on Coursera โ†—
Fundamentals of Machine Learning in Finance
๐Ÿ“š Coursera Course โ†—
Self-paced
Fundamentals of Machine Learning in Finance
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†—
Master Decision Trees in R: Build, Predict & Evaluate
๐Ÿ“š Coursera Course โ†—
Self-paced
Master Decision Trees in R: Build, Predict & Evaluate
Opens on Coursera โ†—
Mathematics for Machine Learning: Linear Algebra
๐Ÿ“š Coursera Course โ†—
Self-paced
Mathematics for Machine Learning: Linear Algebra
Opens on Coursera โ†—