Foundations

ML Fundamentals

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

11,195
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
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
Classification problem in machine learning #datascience #interviewpreparation #datascience
ML Fundamentals
Classification problem in machine learning #datascience #interviewpreparation #datascience
stem ai 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
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
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
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
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
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
#1 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#1 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI 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
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
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
Dimensionality Reduction Techniques | Introduction and Manifold Learning (1/5)
ML Fundamentals โšก AI Lesson
Dimensionality Reduction Techniques | Introduction and Manifold Learning (1/5)
DeepFindr Beginner 2y ago
Discover, customize, and deploy models on Model Garden
ML Fundamentals
Discover, customize, and deploy models on Model Garden
Google Cloud Tech Beginner 2y ago
Ask About AI: Professor Chris Manning Answers Your AI Career Questions
ML Fundamentals
Ask About AI: Professor Chris Manning Answers Your AI Career Questions
Stanford Online 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
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
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
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
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
Who is Herman? Why does Mandy Care So Much? ๐Ÿค”๐Ÿ’• - Deep Learning ๐Ÿง  - Topic 027 #ai #ml
ML Fundamentals โšก AI Lesson
Who is Herman? Why does Mandy Care So Much? ๐Ÿค”๐Ÿ’• - Deep Learning ๐Ÿง  - Topic 027 #ai #ml
deeplizard Beginner 2y ago
Cloud Engineer vs DevOps Engineer | Skills, Responsibilities, Salaries | Cloud and DevOps | Edureka
ML Fundamentals
Cloud Engineer vs DevOps Engineer | Skills, Responsibilities, Salaries | Cloud and DevOps | Edureka
edureka! Beginner 2y ago
I Created An AI Guide Custom GPT To Guide And Prepare for Data Science Interviews
ML Fundamentals
I Created An AI Guide Custom GPT To Guide And Prepare for Data Science Interviews
Krish Naik Beginner 2y ago
Sequence to Vector Recurrent Neural Networks  #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
Sequence to Vector Recurrent Neural Networks #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Transposed Convolutions in Neural Networks - Interactive Demo App
ML Fundamentals โšก AI Lesson
Transposed Convolutions in Neural Networks - Interactive Demo App
deeplizard Beginner 2y ago
MSc Data Science (Statistics) Webinar | Meet the expert faculty
ML Fundamentals
MSc Data Science (Statistics) Webinar | Meet the expert faculty
Coursera Beginner 2y ago
Dubai Police and Coursera Commitment to Education
ML Fundamentals
Dubai Police and Coursera Commitment to Education
Coursera Beginner 2y ago
Perceptron Algorithm Summary ๐Ÿ“„ - Deep Learning Beginner ๐Ÿ“˜๐Ÿง  - Topic 026 #ai
ML Fundamentals โšก AI Lesson
Perceptron Algorithm Summary ๐Ÿ“„ - Deep Learning Beginner ๐Ÿ“˜๐Ÿง  - Topic 026 #ai
deeplizard Beginner 2y ago
Aqua Hacker- Story of The Most Wanted Russian Hacker In The World.
ML Fundamentals
Aqua Hacker- Story of The Most Wanted Russian Hacker In The World.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
BERT Pretraining in 60 seconds #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretraining in 60 seconds #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Getting started with TensorFlow 2
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Self-paced
Getting started with TensorFlow 2
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Introduction to AI and Machine Learning
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Self-paced
Introduction to AI and Machine Learning
Opens on Coursera โ†—
Introduction to the Tidyverse
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Self-paced
Introduction to the Tidyverse
Opens on Coursera โ†—
Generative Deep Learning with TensorFlow
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Self-paced
Generative Deep Learning with TensorFlow
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Principles of Computing (Part 1)
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Self-paced
Principles of Computing (Part 1)
Opens on Coursera โ†—
Using Machine Learning in Trading and Finance
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Self-paced
Using Machine Learning in Trading and Finance
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