Foundations

ML Fundamentals

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

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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
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
ML Fundamentals โšก AI Lesson
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
MLOps.community Beginner 4y ago
Probabilistic Numeric CNNs with Roberto Bondesan - #482
ML Fundamentals โšก AI Lesson
Probabilistic Numeric CNNs with Roberto Bondesan - #482
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
How An Infinite Hotel Ran Out Of Room
ML Fundamentals
How An Infinite Hotel Ran Out Of Room
Veritasium Intermediate 4y ago
How To Start Data Science From My Channel- Follow This Order Of Playlist
ML Fundamentals
How To Start Data Science From My Channel- Follow This Order Of Playlist
Krish Naik Beginner 4y ago
1000+ VideosRegarding Data Science,ML,DL Uploaded In My Channel In 2.5 years๐Ÿฅณ ๐Ÿฅณ ๐Ÿฅณ ๐Ÿฅณ ๐Ÿฅณ
ML Fundamentals
1000+ VideosRegarding Data Science,ML,DL Uploaded In My Channel In 2.5 years๐Ÿฅณ ๐Ÿฅณ ๐Ÿฅณ ๐Ÿฅณ ๐Ÿฅณ
Krish Naik Intermediate 4y ago
Deep Learning Specialization: A Comprehensive Review - Is It Worth It In 2023?
ML Fundamentals
Deep Learning Specialization: A Comprehensive Review - Is It Worth It In 2023?
Aladdin Persson Beginner 4y ago
AI re-lighting to match with any background
ML Fundamentals
AI re-lighting to match with any background
What's AI by Louis-Franรงois Bouchard Beginner 4y ago
GNN Project #2 - Creating a Custom Dataset in Pytorch Geometric
ML Fundamentals
GNN Project #2 - Creating a Custom Dataset in Pytorch Geometric
DeepFindr Intermediate 4y ago
A quick trick for computing eigenvalues | Chapter 15, Essence of linear algebra
ML Fundamentals
A quick trick for computing eigenvalues | Chapter 15, Essence of linear algebra
3Blue1Brown Intermediate 4y ago
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
ML Fundamentals
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
MLOps.community Beginner 4y ago
AI For Medicine Specialization: A Comprehensive Review - Should You Take It?
ML Fundamentals โšก AI Lesson
AI For Medicine Specialization: A Comprehensive Review - Should You Take It?
Aladdin Persson Beginner 4y ago
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
ML Fundamentals
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
DeepLearningAI Beginner 4y ago
What is the Inverse of a Matrix ??? : Data Science Basics
ML Fundamentals โšก AI Lesson
What is the Inverse of a Matrix ??? : Data Science Basics
ritvikmath Beginner 4y ago
I'm out of Academia
ML Fundamentals โšก AI Lesson
I'm out of Academia
Yannic Kilcher Beginner 4y ago
Knowledge Distillation as Semiparametric Inference
ML Fundamentals
Knowledge Distillation as Semiparametric Inference
Microsoft Research Advanced 4y ago
Rank of a Matrix : Data Science Basics
ML Fundamentals
Rank of a Matrix : Data Science Basics
ritvikmath Beginner 4y ago
Understand ANY Machine Learning Model
ML Fundamentals โšก AI Lesson
Understand ANY Machine Learning Model
CodeEmporium Beginner 4y ago
ยฟCรณmo Desarrollar una APP de Inteligencia Artificial? - Entrevista a AvatART
ML Fundamentals
ยฟCรณmo Desarrollar una APP de Inteligencia Artificial? - Entrevista a AvatART
Dot CSV Beginner 4y ago
Median, Mean, Mode, Percentile | Math, Statistics for data science, machine learning
ML Fundamentals โšก AI Lesson
Median, Mean, Mode, Percentile | Math, Statistics for data science, machine learning
codebasics Beginner 4y ago
Build A Machine Learning Web App From Scratch
ML Fundamentals
Build A Machine Learning Web App From Scratch
Patrick Loeber Beginner 4y ago
Why Files Become Bigger in Emails - Computerphile
ML Fundamentals โšก AI Lesson
Why Files Become Bigger in Emails - Computerphile
Computerphile Intermediate 4y ago
GNN Project #1 - Introduction to HIV dataset
ML Fundamentals
GNN Project #1 - Introduction to HIV dataset
DeepFindr Beginner 4y ago
TensorFlow for Deep Learning course Udemy launch Q&A (live)
ML Fundamentals โšก AI Lesson
TensorFlow for Deep Learning course Udemy launch Q&A (live)
Daniel Bourke Beginner 4y ago
AutoML Frameworks Accuracy Comparison with Kaggle Data - Automated Machine Learning
ML Fundamentals
AutoML Frameworks Accuracy Comparison with Kaggle Data - Automated Machine Learning
1littlecoder Beginner 4y ago
Polly Fordyce โ€” Microfluidic Platforms and Machine Learning
ML Fundamentals
Polly Fordyce โ€” Microfluidic Platforms and Machine Learning
Weights & Biases Beginner 4y ago
What is machine learning lifecycle? | What is Model Development Life Cycle (MDLC)? MDLC vs SDLC
ML Fundamentals โšก AI Lesson
What is machine learning lifecycle? | What is Model Development Life Cycle (MDLC)? MDLC vs SDLC
codebasics Beginner 4y ago
Explainable AI Cheat Sheet - Five Key Categories
ML Fundamentals โšก AI Lesson
Explainable AI Cheat Sheet - Five Key Categories
Jay Alammar Beginner 4y ago
Sound Capture and Speech Enhancement for Communication and Distant Speech Recognition
ML Fundamentals
Sound Capture and Speech Enhancement for Communication and Distant Speech Recognition
Microsoft Research Advanced 4y ago
W&B Deep Learning Salon - Pulkit Agrawal
ML Fundamentals
W&B Deep Learning Salon - Pulkit Agrawal
Weights & Biases Beginner 4y ago
Community Updates by  Suraj Subramanian | PyTorch Ecosystem Day 2021
ML Fundamentals
Community Updates by Suraj Subramanian | PyTorch Ecosystem Day 2021
PyTorch Beginner 4y ago
Disney's Creative Genome by Miquel Farrรฉ | PyTorch Ecosystem Day 2021
ML Fundamentals
Disney's Creative Genome by Miquel Farrรฉ | PyTorch Ecosystem Day 2021
PyTorch Intermediate 4y ago
L18.6: A DCGAN for Generating Face Images in PyTorch -- Code Example
ML Fundamentals
L18.6: A DCGAN for Generating Face Images in PyTorch -- Code Example
Sebastian Raschka Beginner 4y ago
L18.5: Tips and Tricks to Make GANs Work
ML Fundamentals
L18.5: Tips and Tricks to Make GANs Work
Sebastian Raschka Beginner 4y ago
5 Number Summary And How To handle Outliers Using IQR-Statistics
ML Fundamentals
5 Number Summary And How To handle Outliers Using IQR-Statistics
Krish Naik Intermediate 4y ago
Why Deep Learning Is Becoming So Popular?๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
Why Deep Learning Is Becoming So Popular?๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Beginner 4y ago
50+ Successful Transition Stories To Data Science In 2 months- Ft Ineuron Team โœจ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
ML Fundamentals
50+ Successful Transition Stories To Data Science In 2 months- Ft Ineuron Team โœจ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ
Krish Naik Intermediate 4y ago
Top 25 Machine Learning & AI Hackathons To Move To Data Science
ML Fundamentals
Top 25 Machine Learning & AI Hackathons To Move To Data Science
Krish Naik Beginner 4y ago
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
ML Fundamentals โšก AI Lesson
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
MLOps.community Beginner 4y ago
10 Tips To Learn Python Efficiently And Effectively
ML Fundamentals
10 Tips To Learn Python Efficiently And Effectively
Krish Naik Beginner 4y ago
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
ML Fundamentals
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
MLOps.community Beginner 4y ago
Sunday Live Q&A Ask Anything Related Data Science
ML Fundamentals
Sunday Live Q&A Ask Anything Related Data Science
Krish Naik Intermediate 4y ago
Bernoulli distribution- Mean, Variance And Standard Deviation OF Bernoulli distribution
ML Fundamentals
Bernoulli distribution- Mean, Variance And Standard Deviation OF Bernoulli distribution
Krish Naik Intermediate 4y ago
Introduction To Statistics And Its Types For Starters
ML Fundamentals
Introduction To Statistics And Its Types For Starters
Krish Naik Beginner 4y ago
MLOps Memes // Ariel Biller // MLOps Coffee Sessions #37
ML Fundamentals
MLOps Memes // Ariel Biller // MLOps Coffee Sessions #37
MLOps.community Beginner 4y ago
Community Detection : Data Science Concepts
ML Fundamentals
Community Detection : Data Science Concepts
ritvikmath Beginner 4y ago
All Type Of Cross Validation With Python All In 1 Video
ML Fundamentals
All Type Of Cross Validation With Python All In 1 Video
Krish Naik Beginner 4y ago
Applications of AI and PyTorch in Asia Pacific by Ritchie Ng | PyTorch Ecosystem Day 2021
ML Fundamentals โšก AI Lesson
Applications of AI and PyTorch in Asia Pacific by Ritchie Ng | PyTorch Ecosystem Day 2021
PyTorch Beginner 4y ago
Complete RoadMap Towards Data Analyst In 2021
ML Fundamentals
Complete RoadMap Towards Data Analyst In 2021
Krish Naik Intermediate 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Introduction to AI and Machine Learning on GC - Italiano
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Self-paced
Introduction to AI and Machine Learning on GC - Italiano
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Production Machine Learning Systems
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Self-paced
Production Machine Learning Systems
Opens on Coursera โ†—
Exploring Artificial Intelligence Use Cases and Applications
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Self-paced
Exploring Artificial Intelligence Use Cases and Applications
Opens on Coursera โ†—
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Espaรฑol
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Self-paced
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Espaรฑol
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Smart Analytics, Machine Learning, and AI on GCP - Italiano
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Self-paced
Smart Analytics, Machine Learning, and AI on GCP - Italiano
Opens on Coursera โ†—
A Crash Course in Data Science
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Self-paced
A Crash Course in Data Science
Opens on Coursera โ†—