Foundations

ML Fundamentals

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

11,378
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
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
Air Quality Index Prediction in Python | Machine Learning Projects | GeeksforGeeks
ML Fundamentals
Air Quality Index Prediction in Python | Machine Learning Projects | GeeksforGeeks
GeeksforGeeks Intermediate 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
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
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
AI ROBOT to make O2 on Mars (without Humans)
ML Fundamentals โšก AI Lesson
AI ROBOT to make O2 on Mars (without Humans)
1littlecoder Intermediate 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
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
Reinforcement Learning: on-policy vs off-policy algorithms
ML Fundamentals โšก AI Lesson
Reinforcement Learning: on-policy vs off-policy algorithms
CodeEmporium Advanced 2y ago
TWITTER SENTIMENT ANALYSIS (NLP) | Machine Learning Projects | GeeksforGeeks
ML Fundamentals
TWITTER SENTIMENT ANALYSIS (NLP) | Machine Learning Projects | GeeksforGeeks
GeeksforGeeks Intermediate 2y ago
Managing Information Security Risk with CIS Controls
ML Fundamentals โšก AI Lesson
Managing Information Security Risk with CIS Controls
SANS Institute Intermediate 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
Hacking Google - The Operation Aurora Story
ML Fundamentals โšก AI Lesson
Hacking Google - The Operation Aurora Story
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Synchronized Audio-Visual Generation with a Joint Generative Diffusion Model and Contrastive Loss
ML Fundamentals โšก AI Lesson
Synchronized Audio-Visual Generation with a Joint Generative Diffusion Model and Contrastive Loss
Microsoft Research Beginner 2y ago
Pandas Dataframes on your GPU w/ CuDF
ML Fundamentals โšก AI Lesson
Pandas Dataframes on your GPU w/ CuDF
sentdex Beginner 2y ago
Pandas In Accelerated Mode-Use Pandas With GPU With Nvidia Rapids Cudf Library
ML Fundamentals
Pandas In Accelerated Mode-Use Pandas With GPU With Nvidia Rapids Cudf Library
Krish Naik Beginner 2y ago
Building the Future | Jepson Taylor, Co-Lead AI Masterclass, NYU | Ex-Chief AI Strategist | LWD 09
ML Fundamentals
Building the Future | Jepson Taylor, Co-Lead AI Masterclass, NYU | Ex-Chief AI Strategist | LWD 09
Analytics Vidhya Beginner 2y ago
The Hidden Life of Embeddings: Linus Lee
ML Fundamentals โšก AI Lesson
The Hidden Life of Embeddings: Linus Lee
AI Engineer Beginner 2y ago
Metaflow for distributed high-performance computing and large-scale AI training
ML Fundamentals โšก AI Lesson
Metaflow for distributed high-performance computing and large-scale AI training
Outerbounds Advanced 2y ago
AI learns to walk, in a weird way... #ai #neuralnetworks #aiwarehouse
ML Fundamentals
AI learns to walk, in a weird way... #ai #neuralnetworks #aiwarehouse
AI Warehouse 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
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
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
BERT Pretraining in 60 seconds #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretraining in 60 seconds #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Deep Dive into Perceptron ๐ŸŠ - Starting with DL ๐Ÿš€๐Ÿง  - Topic 025 #ai #ml
ML Fundamentals โšก AI Lesson
Deep Dive into Perceptron ๐ŸŠ - Starting with DL ๐Ÿš€๐Ÿง  - Topic 025 #ai #ml
deeplizard Beginner 2y ago
Combatting Nerd Neck with Mandy + Mantis ๐Ÿ™๐Ÿฆ—
ML Fundamentals
Combatting Nerd Neck with Mandy + Mantis ๐Ÿ™๐Ÿฆ—
deeplizard Beginner 2y ago
RNNs Exploding and Vanishing Gradients #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
RNNs Exploding and Vanishing Gradients #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
What does Linearly Separable Mean? ๐Ÿค” - DL for Beginners ๐Ÿ“–๐Ÿง  - Topic 024 #ai
ML Fundamentals โšก AI Lesson
What does Linearly Separable Mean? ๐Ÿค” - DL for Beginners ๐Ÿ“–๐Ÿง  - Topic 024 #ai
deeplizard Beginner 2y ago
Diving into the Perceptron ๐ŸŠ - First Steps in DL ๐Ÿšถโ€โ™‚๏ธ๐Ÿง  - Topic 023 #ai #ml #dl
ML Fundamentals โšก AI Lesson
Diving into the Perceptron ๐ŸŠ - First Steps in DL ๐Ÿšถโ€โ™‚๏ธ๐Ÿง  - Topic 023 #ai #ml #dl
deeplizard Beginner 2y ago
BERT Loss function #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT Loss function #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Deep Learning Stepping Stone ๐Ÿš€ - Made for Beginners ๐Ÿ“–๐Ÿง  - Topic 022 #ai
ML Fundamentals โšก AI Lesson
Deep Learning Stepping Stone ๐Ÿš€ - Made for Beginners ๐Ÿ“–๐Ÿง  - Topic 022 #ai
deeplizard Beginner 2y ago
Amazing OpenAI Products announcements- GPT4 Turbo, GPT DevStore, Legal Compliances- OpenAI Dev Day
ML Fundamentals
Amazing OpenAI Products announcements- GPT4 Turbo, GPT DevStore, Legal Compliances- OpenAI Dev Day
Krish Naik Beginner 2y ago
Q-learning - Explained!
ML Fundamentals โšก AI Lesson
Q-learning - Explained!
CodeEmporium Advanced 2y ago
What is Dable? ๐Ÿค” - Deep Learning Advanced ๐Ÿš€๐Ÿง  - Topic 021 #ai #ml #deeplearning
ML Fundamentals โšก AI Lesson
What is Dable? ๐Ÿค” - Deep Learning Advanced ๐Ÿš€๐Ÿง  - Topic 021 #ai #ml #deeplearning
deeplizard Beginner 2y ago
BERT Pretaining in Detail #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretaining in Detail #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Diving into Deep Learning? ๐ŸŠ An Essential Starter Guide ๐Ÿ“˜ - Topic 020 #ai #ml
ML Fundamentals โšก AI Lesson
Diving into Deep Learning? ๐ŸŠ An Essential Starter Guide ๐Ÿ“˜ - Topic 020 #ai #ml
deeplizard 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
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 โšก AI Lesson
Deep Learning for Beginners - Why DL in Computer Vision ๐Ÿ–ผ๏ธ๐Ÿง  - Topic 019 #ai
deeplizard Beginner 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
BERT Pretaining summary #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretaining summary #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Deep Learning Computer Vision - Crafting Images ๐Ÿ“ธ๐Ÿง  - Topic 018 #ai #ml
ML Fundamentals โšก AI Lesson
Deep Learning Computer Vision - Crafting Images ๐Ÿ“ธ๐Ÿง  - Topic 018 #ai #ml
deeplizard Beginner 2y ago
You deserve love and care.
ML Fundamentals
You deserve love and care.
Coursera Beginner 2y ago
Image Segmentation with Deep Learning ๐ŸŽจ๐Ÿ–ผ๏ธ - Topic 017 #ai #ml #deeplearning
ML Fundamentals โšก AI Lesson
Image Segmentation with Deep Learning ๐ŸŽจ๐Ÿ–ผ๏ธ - Topic 017 #ai #ml #deeplearning
deeplizard Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Applied Math for Materials Science and Engineering (Part 2)
๐Ÿ“š Coursera Course โ†—
Self-paced
Applied Math for Materials Science and Engineering (Part 2)
Opens on Coursera โ†—
Data Science Decisions in Time: Using Causal Information
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Self-paced
Data Science Decisions in Time: Using Causal Information
Opens on Coursera โ†—
Unlocking AI and ML : Your Path to Smart Business Solutions
๐Ÿ“š Coursera Course โ†—
Self-paced
Unlocking AI and ML : Your Path to Smart Business Solutions
Opens on Coursera โ†—
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia
Opens on Coursera โ†—
Snowflake for Data Science: Intro to Snowpark ML for Python
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Self-paced
Snowflake for Data Science: Intro to Snowpark ML for Python
Opens on Coursera โ†—
Training AI with Humans
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Self-paced
Training AI with Humans
Opens on Coursera โ†—