Foundations

ML Fundamentals

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

11,377
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
Illinois Tech Master of Information Technology Webinar 11/28/23
ML Fundamentals
Illinois Tech Master of Information Technology Webinar 11/28/23
Coursera Beginner 2y ago
Illinois Tech Bachelor of Information Technology Webinar 11/28/23
ML Fundamentals
Illinois Tech Bachelor of Information Technology Webinar 11/28/23
Coursera Beginner 2y ago
The Coding Bootcamp Aftermovie- Entri Elevate Coding
ML Fundamentals
The Coding Bootcamp Aftermovie- Entri Elevate Coding
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Deep Q-Networks Explained!
ML Fundamentals โšก AI Lesson
Deep Q-Networks Explained!
CodeEmporium Advanced 2y ago
Neural Network Input Layer ๐Ÿ“Š - Code From Visual ๐Ÿ–ฅ๏ธ๐Ÿง  - Topic 036 #ai #ml
ML Fundamentals โšก AI Lesson
Neural Network Input Layer ๐Ÿ“Š - Code From Visual ๐Ÿ–ฅ๏ธ๐Ÿง  - Topic 036 #ai #ml
deeplizard Beginner 2y ago
Stanford - How Do We Make Human-Centered AI for Mental Health Prediction in Social Media Data?
ML Fundamentals โšก AI Lesson
Stanford - How Do We Make Human-Centered AI for Mental Health Prediction in Social Media Data?
Stanford Online Advanced 2y ago
Complete NLP Machine Learning In One Shot
ML Fundamentals
Complete NLP Machine Learning In One Shot
Krish Naik Beginner 2y ago
Getting into AI or Machine learning Engineering
ML Fundamentals
Getting into AI or Machine learning Engineering
Jean Lee Intermediate 2y ago
NN Illustrated: Deep Learning for the Visual Learner ๐ŸŒŸ๐Ÿ–ผ๏ธ - Topic 035 #ml #ai
ML Fundamentals โšก AI Lesson
NN Illustrated: Deep Learning for the Visual Learner ๐ŸŒŸ๐Ÿ–ผ๏ธ - Topic 035 #ml #ai
deeplizard Beginner 2y ago
Open Source Contribution End to End Machine Learning Projects In 2024
ML Fundamentals
Open Source Contribution End to End Machine Learning Projects In 2024
Krish Naik Beginner 2y ago
Secret to Attracting Opportunities (as a Software Engineer)
ML Fundamentals
Secret to Attracting Opportunities (as a Software Engineer)
Jean Lee Beginner 2y ago
Time Series with Machine Learning #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
Time Series with Machine Learning #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Adapting WozMon for the breadboard 6502
ML Fundamentals
Adapting WozMon for the breadboard 6502
Ben Eater Intermediate 2y ago
Classification problem in machine learning #datascience #interviewpreparation #datascience
ML Fundamentals
Classification problem in machine learning #datascience #interviewpreparation #datascience
stem ai Beginner 2y ago
Using AI in Robotics
ML Fundamentals โšก AI Lesson
Using AI in Robotics
DataCamp Intermediate 2y ago
Machine Learning with Python and Scikit-Learn โ€“ Full Course
ML Fundamentals โšก AI Lesson
Machine Learning with Python and Scikit-Learn โ€“ Full Course
freeCodeCamp.org Beginner 2y ago
The possibility of generative AI |  Inside Google DeepMind - Paigeโ€™s story
ML Fundamentals
The possibility of generative AI | Inside Google DeepMind - Paigeโ€™s story
Google DeepMind Beginner 2y ago
3 reasons to attend Women in ML Symposium 2023
ML Fundamentals โšก AI Lesson
3 reasons to attend Women in ML Symposium 2023
TensorFlow Beginner 2y ago
TITANIC SURVIVAL PREDICTION using TensorFlow | Machine Learning Projects | GeeksforGeeks
ML Fundamentals
TITANIC SURVIVAL PREDICTION using TensorFlow | Machine Learning Projects | GeeksforGeeks
GeeksforGeeks Beginner 2y ago
๐Ÿ”ฅAqua Hacher - PART 2๐Ÿ”ฅ
ML Fundamentals
๐Ÿ”ฅAqua Hacher - PART 2๐Ÿ”ฅ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial | EDUREKA REWIND
ML Fundamentals
What is Deep Learning | Deep Learning Simplified | Deep Learning Tutorial | EDUREKA REWIND
edureka! Beginner 2y ago
Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka Rewind
ML Fundamentals
Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka Rewind
edureka! Beginner 2y ago
AI for Good by DeepLearning.AI Now Available
ML Fundamentals โšก AI Lesson
AI for Good by DeepLearning.AI Now Available
DeepLearningAI Intermediate 2y ago
#1 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals โšก AI Lesson
#1 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
Oxford MBA virtual information session and alumni networking event - Japan
ML Fundamentals
Oxford MBA virtual information session and alumni networking event - Japan
Saรฏd Business School, University of Oxford Beginner 2y ago
Oxford MBA virtual information event
ML Fundamentals
Oxford MBA virtual information event
Saรฏd Business School, University of Oxford Beginner 2y ago
How Clario uses BigQuery ML to support customers
ML Fundamentals โšก AI Lesson
How Clario uses BigQuery ML to support customers
Google Cloud Tech Beginner 2y ago
You can earn your degree without quitting your job.
ML Fundamentals
You can earn your degree without quitting your job.
Coursera Beginner 2y ago
Vector to Sequence Recurrent Neural Network #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
Vector to Sequence Recurrent Neural Network #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Neural Networks 101: Quick Summary for Starters โญ๐Ÿง  - Topic 034 #ai #ml
ML Fundamentals โšก AI Lesson
Neural Networks 101: Quick Summary for Starters โญ๐Ÿง  - Topic 034 #ai #ml
deeplizard Beginner 2y ago
Universal Approximation Theorem ๐ŸŒŒ - Beginner Deep Learning ๐Ÿ“˜๐Ÿง  - Topic 033 #ai #ml
ML Fundamentals โšก AI Lesson
Universal Approximation Theorem ๐ŸŒŒ - Beginner Deep Learning ๐Ÿ“˜๐Ÿง  - Topic 033 #ai #ml
deeplizard Beginner 2y ago
Monte Carlo in Reinforcement Learning
ML Fundamentals โšก AI Lesson
Monte Carlo in Reinforcement Learning
CodeEmporium Advanced 2y ago
Sequece to Sequence Recurrent Neural Networks #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
Sequece to Sequence Recurrent Neural Networks #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Ready to make your career move? We can help.
ML Fundamentals
Ready to make your career move? We can help.
Coursera Beginner 2y ago
My New Home Office Set Up- Recording set up
ML Fundamentals
My New Home Office Set Up- Recording set up
Krish Naik Beginner 2y ago
Forward Propagation ๐Ÿš€ - Beginner Deep Learning Lesson ๐Ÿ“˜๐Ÿง  - Topic 032 #ai #ml
ML Fundamentals โšก AI Lesson
Forward Propagation ๐Ÿš€ - Beginner Deep Learning Lesson ๐Ÿ“˜๐Ÿง  - Topic 032 #ai #ml
deeplizard Beginner 2y ago
Hidden Layers ๐ŸŒŒ - Beginner Lesson in Deep Learning ๐Ÿ“˜๐Ÿง  - Topic 031 #ai
ML Fundamentals โšก AI Lesson
Hidden Layers ๐ŸŒŒ - Beginner Lesson in Deep Learning ๐Ÿ“˜๐Ÿง  - Topic 031 #ai
deeplizard Beginner 2y ago
Reinforcement Learning In Progress @krishivnaikvlogs8998
ML Fundamentals
Reinforcement Learning In Progress @krishivnaikvlogs8998
Krish Naik Beginner 2y ago
Diving Deep into a Neural Node ๐ŸŠ๐Ÿง  - DL Beginner ๐Ÿ“˜ - Topic 030 #ai #ml
ML Fundamentals โšก AI Lesson
Diving Deep into a Neural Node ๐ŸŠ๐Ÿง  - DL Beginner ๐Ÿ“˜ - Topic 030 #ai #ml
deeplizard Beginner 2y ago
#3 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#3 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka Rewind
ML Fundamentals
Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka Rewind
edureka! Beginner 2y ago
Neural Network Parts ๐Ÿ› ๏ธ - Node, Layer, Weight ๐Ÿง  - Topic 029 #ai #ml #deeplearning
ML Fundamentals โšก AI Lesson
Neural Network Parts ๐Ÿ› ๏ธ - Node, Layer, Weight ๐Ÿง  - Topic 029 #ai #ml #deeplearning
deeplizard Beginner 2y ago
Top 10 in-demand jobs in India! #Top10JobsIndia  #ITJobsIndia #EngineeringJobsIndia #jobs2024
ML Fundamentals
Top 10 in-demand jobs in India! #Top10JobsIndia #ITJobsIndia #EngineeringJobsIndia #jobs2024
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Future Of Data Science Project Development With OpenAI and Hugging Face API's
ML Fundamentals
Future Of Data Science Project Development With OpenAI and Hugging Face API's
Krish Naik Beginner 2y ago
Artificial Neural Networks ๐Ÿง  - Terminology for Beginners ๐Ÿ“– - Topic 028 #ai #ml #dl
ML Fundamentals โšก AI Lesson
Artificial Neural Networks ๐Ÿง  - Terminology for Beginners ๐Ÿ“– - Topic 028 #ai #ml #dl
deeplizard Beginner 2y ago
Neural Network vs Recurrent Neural Network #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
Neural Network vs Recurrent Neural Network #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Machine Learning in 1 minute!  #datascience  #machinelearning  #explained
ML Fundamentals
Machine Learning in 1 minute! #datascience #machinelearning #explained
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
No test scores, transcripts, or even an application to enroll in these degree programs! ๐Ÿ“ฃ
ML Fundamentals
No test scores, transcripts, or even an application to enroll in these degree programs! ๐Ÿ“ฃ
Coursera Intermediate 2y ago
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