Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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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
What is ML governance? - AWS Machine Learning in 15
ML Fundamentals ⚡ AI Lesson
What is ML governance? - AWS Machine Learning in 15
AWS Developers Intermediate 3y ago
Image Classification using Deep Learning Models | DataHour by Mohanraj Vengadachalam
ML Fundamentals
Image Classification using Deep Learning Models | DataHour by Mohanraj Vengadachalam
Analytics Vidhya Beginner 3y ago
The Three Layers of Flexibility in Meeting User Needs
ML Fundamentals
The Three Layers of Flexibility in Meeting User Needs
MLOps.community Beginner 3y ago
How to get Dataset for your next Machine Learning Project #shorts #datascience #project
ML Fundamentals ⚡ AI Lesson
How to get Dataset for your next Machine Learning Project #shorts #datascience #project
Analytics Vidhya Intermediate 3y ago
Get started with ML for web #Shorts
ML Fundamentals ⚡ AI Lesson
Get started with ML for web #Shorts
TensorFlow Beginner 3y ago
Brands and agencies develop dynamic video ads with Connected-Stories NEXT and Google Cloud
ML Fundamentals
Brands and agencies develop dynamic video ads with Connected-Stories NEXT and Google Cloud
Google Cloud Beginner 3y ago
The Importance of Real-Time ML and How it Became a Critical System
ML Fundamentals
The Importance of Real-Time ML and How it Became a Critical System
MLOps.community Beginner 3y ago
Replit x Weights & Biases Machine Learning Hackathon Closing Ceremony
ML Fundamentals
Replit x Weights & Biases Machine Learning Hackathon Closing Ceremony
Weights & Biases Beginner 3y ago
How Jaiyesh Cracked Data Science Job In Siemens From Petroleum Engineering @iNeuroniNtelligence
ML Fundamentals
How Jaiyesh Cracked Data Science Job In Siemens From Petroleum Engineering @iNeuroniNtelligence
Krish Naik Beginner 3y ago
PyTorch Lightning #2 - Lightning Module
ML Fundamentals
PyTorch Lightning #2 - Lightning Module
Aladdin Persson Beginner 3y ago
AI Career Opportunities | Entri Elevate
ML Fundamentals
AI Career Opportunities | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
The Beta Distribution : Data Science Basics
ML Fundamentals ⚡ AI Lesson
The Beta Distribution : Data Science Basics
ritvikmath Beginner 3y ago
Reinforcement learning with Snake-RL - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Reinforcement learning with Snake-RL - Made with TensorFlow.js
TensorFlow Beginner 3y ago
2-2: Brainstorming
ML Fundamentals
2-2: Brainstorming
MIT OpenCourseWare Beginner 3y ago
Successful Data Science Career Transition Of Shiva To Cisco With High Package @iNeuroniNtelligence
ML Fundamentals
Successful Data Science Career Transition Of Shiva To Cisco With High Package @iNeuroniNtelligence
Krish Naik Beginner 3y ago
Stanford Seminar - The History of Crypto Art
ML Fundamentals
Stanford Seminar - The History of Crypto Art
Stanford Online Intermediate 3y ago
Disaggregated model evaluation and comparison
ML Fundamentals
Disaggregated model evaluation and comparison
Microsoft Research Beginner 3y ago
Stable Diffusion CFG Scale Examples - Two Synths Facing Each Other
ML Fundamentals ⚡ AI Lesson
Stable Diffusion CFG Scale Examples - Two Synths Facing Each Other
deeplizard Beginner 3y ago
Positional Encoding in Transformer Neural Networks Explained
ML Fundamentals ⚡ AI Lesson
Positional Encoding in Transformer Neural Networks Explained
CodeEmporium Advanced 3y ago
Proven Secrets to Finally Secure That IT Job | Entri Elevate
ML Fundamentals ⚡ AI Lesson
Proven Secrets to Finally Secure That IT Job | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
7.1: Machine Learning as a Web Engineer - putting knowledge into practice
ML Fundamentals
7.1: Machine Learning as a Web Engineer - putting knowledge into practice
Google for Developers Beginner 3y ago
Toxicity Classifier Streamlit App
ML Fundamentals ⚡ AI Lesson
Toxicity Classifier Streamlit App
AI Anytime Beginner 3y ago
AWS ML Heroes in 15: Geospatial ML with Amazon SageMaker- AWS Machine Learning in 15
ML Fundamentals
AWS ML Heroes in 15: Geospatial ML with Amazon SageMaker- AWS Machine Learning in 15
AWS Developers Intermediate 3y ago
6.5: Dealing with edge cases in spam detection
ML Fundamentals
6.5: Dealing with edge cases in spam detection
Google for Developers Intermediate 3y ago
How to Build a Full-Stack Recommender System
ML Fundamentals ⚡ AI Lesson
How to Build a Full-Stack Recommender System
Outerbounds Beginner 3y ago
C4AI Sparks: Rosanne Liu on Career Creation for Non-Standard Candidates
ML Fundamentals ⚡ AI Lesson
C4AI Sparks: Rosanne Liu on Career Creation for Non-Standard Candidates
Cohere Intermediate 3y ago
Legacy Code Conversion - Computerphile
ML Fundamentals ⚡ AI Lesson
Legacy Code Conversion - Computerphile
Computerphile Intermediate 3y ago
PyTorch Lightning #1 - Why Lightning?
ML Fundamentals
PyTorch Lightning #1 - Why Lightning?
Aladdin Persson Beginner 3y ago
The Confusion Matrix : Data Science Basics
ML Fundamentals ⚡ AI Lesson
The Confusion Matrix : Data Science Basics
ritvikmath Beginner 3y ago
What is MLOps and how to get started? | MLOps series
ML Fundamentals ⚡ AI Lesson
What is MLOps and how to get started? | MLOps series
Aleksa Gordić - The AI Epiphany Beginner 3y ago
Google Cloud Retail Search and Browse Console deep dive
ML Fundamentals
Google Cloud Retail Search and Browse Console deep dive
Google Cloud Beginner 3y ago
Python program to generate random numbers #shorts #coding #programming
ML Fundamentals ⚡ AI Lesson
Python program to generate random numbers #shorts #coding #programming
Analytics Vidhya Intermediate 3y ago
Advance your career in data science without quitting your job with the BlackBelt+ Program.
ML Fundamentals
Advance your career in data science without quitting your job with the BlackBelt+ Program.
Analytics Vidhya Beginner 3y ago
Unlock Your Potential with the Certified AI/ML Blackbelt Plus Program
ML Fundamentals ⚡ AI Lesson
Unlock Your Potential with the Certified AI/ML Blackbelt Plus Program
Analytics Vidhya Beginner 3y ago
No-code ML Hands-on using Orange Data Mining Tool | DataHour by Priyanka Israni
ML Fundamentals ⚡ AI Lesson
No-code ML Hands-on using Orange Data Mining Tool | DataHour by Priyanka Israni
Analytics Vidhya Intermediate 3y ago
How Raghav Got 6 Offers In Data Science Coming From Non Technical Domain @iNeuroniNtelligence
ML Fundamentals
How Raghav Got 6 Offers In Data Science Coming From Non Technical Domain @iNeuroniNtelligence
Krish Naik Beginner 3y ago
Sucessful Transition Story From Mechanical Eng ,UPSC Aspirant To Data Analyst Apprentice At Google
ML Fundamentals
Sucessful Transition Story From Mechanical Eng ,UPSC Aspirant To Data Analyst Apprentice At Google
Krish Naik Beginner 3y ago
Motion interactive AR with Rotoflo  - Made with TensorFlow.js
ML Fundamentals ⚡ AI Lesson
Motion interactive AR with Rotoflo - Made with TensorFlow.js
TensorFlow Intermediate 3y ago
6.6: Using a retrained spam detection model in the web browser with TensorFlow.js
ML Fundamentals
6.6: Using a retrained spam detection model in the web browser with TensorFlow.js
Google for Developers Beginner 3y ago
Front End vs Back End - Which one is good for you ? | Entri Elevate
ML Fundamentals
Front End vs Back End - Which one is good for you ? | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
The Importance of Connecting Data Science Projects to Business Goals
ML Fundamentals
The Importance of Connecting Data Science Projects to Business Goals
MLOps.community Beginner 3y ago
6.1: Using models from Python in the web browser with TensorFlow.js
ML Fundamentals
6.1: Using models from Python in the web browser with TensorFlow.js
Google for Developers Advanced 3y ago
6.2: Converting Python saved models with the TensorFlow.js command line converter
ML Fundamentals
6.2: Converting Python saved models with the TensorFlow.js command line converter
Google for Developers Intermediate 3y ago
Can We Earn More From FreeLancing Than Full time Jobs? Steps To Start Your Free Lancing Career
ML Fundamentals
Can We Earn More From FreeLancing Than Full time Jobs? Steps To Start Your Free Lancing Career
Krish Naik Beginner 3y ago
Evolution of Infrastructure in Machine Learning // Simon Thompson // MLOps Shorts
ML Fundamentals
Evolution of Infrastructure in Machine Learning // Simon Thompson // MLOps Shorts
MLOps.community Beginner 3y ago
Recognize custom objects with TensorFlow.js.
ML Fundamentals
Recognize custom objects with TensorFlow.js.
Google for Developers Beginner 3y ago
5.3: Using layers models for transfer learning
ML Fundamentals
5.3: Using layers models for transfer learning
Google for Developers Beginner 3y ago
Mathematics required for Data Science? | Machine Learning #shorts
ML Fundamentals
Mathematics required for Data Science? | Machine Learning #shorts
Analytics Vidhya Beginner 3y ago
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Digital Signal Processing 3: Analog vs Digital
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Digital Signal Processing 3: Analog vs Digital
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Databricks Associate Developer: Apache Spark with Python
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Databricks Associate Developer: Apache Spark with Python
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Introduction to NLP and Syntactic Processing
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Introduction to NLP and Syntactic Processing
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Physics of Light and Materials
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Physics of Light and Materials
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Practical Guide to Mastering C++ Smart Pointers - Part 02
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Practical Guide to Mastering C++ Smart Pointers - Part 02
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Digital Signal Processing 2: Filtering
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Digital Signal Processing 2: Filtering
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