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
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
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
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
How to Build a Full-Stack Recommender System
ML Fundamentals ⚡ AI Lesson
How to Build a Full-Stack Recommender System
Outerbounds 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
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
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
Mathematics required for Data Science? | Machine Learning #shorts
ML Fundamentals
Mathematics required for Data Science? | Machine Learning #shorts
Analytics Vidhya 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
Visualize a Neural Net Learning Polynomial Functions
ML Fundamentals
Visualize a Neural Net Learning Polynomial Functions
Automata Learning Lab Beginner 3y ago
DO NOT start your MACHINE LEARNING journey like this...
ML Fundamentals
DO NOT start your MACHINE LEARNING journey like this...
Nicholas Renotte Beginner 3y ago
Multi Head Attention in Transformer Neural Networks with Code!
ML Fundamentals ⚡ AI Lesson
Multi Head Attention in Transformer Neural Networks with Code!
CodeEmporium Beginner 3y ago
Zero to Hero Programmer in 4 Steps | Entri Elevate
ML Fundamentals
Zero to Hero Programmer in 4 Steps | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Toxicity Classifier using Machine Learning and NLP
ML Fundamentals ⚡ AI Lesson
Toxicity Classifier using Machine Learning and NLP
AI Anytime Beginner 3y ago
Real-time Machine Learning - Challenges and Solution | DataHour by Ved Prakash
ML Fundamentals
Real-time Machine Learning - Challenges and Solution | DataHour by Ved Prakash
Analytics Vidhya Beginner 3y ago
Stanford Seminar - Incorporating Sample Efficient Monitoring into Learned Autonomy
ML Fundamentals
Stanford Seminar - Incorporating Sample Efficient Monitoring into Learned Autonomy
Stanford Online Beginner 3y ago
A Clip From An Interview With Sarah Catanzaro
ML Fundamentals ⚡ AI Lesson
A Clip From An Interview With Sarah Catanzaro
Weights & Biases Beginner 3y ago
What is Supervised Learning? (in 60 seconds)
ML Fundamentals
What is Supervised Learning? (in 60 seconds)
Aladdin Persson Beginner 3y ago
Sarah Catanzaro And Lukas Biewald Interview
ML Fundamentals ⚡ AI Lesson
Sarah Catanzaro And Lukas Biewald Interview
Weights & Biases Beginner 3y ago
Build a Deep Learning Model that can LIP READ using Python and Tensorflow | Full Tutorial
ML Fundamentals ⚡ AI Lesson
Build a Deep Learning Model that can LIP READ using Python and Tensorflow | Full Tutorial
Nicholas Renotte Beginner 3y ago
Cheating the Prisoner's Dilemma
ML Fundamentals
Cheating the Prisoner's Dilemma
Underfitted 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
5.1: Transfer learning:  Retraining existing models in the web browser with TensorFlow.js
ML Fundamentals
5.1: Transfer learning: Retraining existing models in the web browser with TensorFlow.js
Google for Developers Beginner 3y ago
This is what we mean when we say Google Developer Experts (GDE)
ML Fundamentals
This is what we mean when we say Google Developer Experts (GDE)
Google for Developers Beginner 3y ago
4.7.1: Beyond perceptrons: Convolutional Neural Network (CNNs) in the web browser
ML Fundamentals
4.7.1: Beyond perceptrons: Convolutional Neural Network (CNNs) in the web browser
Google for Developers Beginner 3y ago
ML tutorial: How to solve classification problems with TensorFlow and multi-layer perceptrons
ML Fundamentals
ML tutorial: How to solve classification problems with TensorFlow and multi-layer perceptrons
Google for Developers Beginner 3y ago
4.5.2: Multi-layer perceptrons - Deep neural networks for non linear data
ML Fundamentals
4.5.2: Multi-layer perceptrons - Deep neural networks for non linear data
Google for Developers Beginner 3y ago
4.5.1: Multi-layer perceptrons - The limits of a single neuron
ML Fundamentals
4.5.1: Multi-layer perceptrons - The limits of a single neuron
Google for Developers Beginner 3y ago
TensorFlow.js tutorial: A neuron implementation for linear regression
ML Fundamentals
TensorFlow.js tutorial: A neuron implementation for linear regression
Google for Developers Beginner 3y ago
ML tutorial: How to train neurons
ML Fundamentals
ML tutorial: How to train neurons
Google for Developers Beginner 3y ago
4.3.1: What's a neuron?
ML Fundamentals
4.3.1: What's a neuron?
Google for Developers Beginner 3y ago
4.2: Gathering, refining, and using data effectively for ML model datasets
ML Fundamentals
4.2: Gathering, refining, and using data effectively for ML model datasets
Google for Developers Beginner 3y ago
The Challenges of Integrating Multiple Tasks into One Model in MLOps // Ethan Rosenthal
ML Fundamentals ⚡ AI Lesson
The Challenges of Integrating Multiple Tasks into One Model in MLOps // Ethan Rosenthal
MLOps.community Beginner 3y ago
Machine Learning Playlist For Interviews #shorts
ML Fundamentals
Machine Learning Playlist For Interviews #shorts
Krish Naik Beginner 3y ago
Uncovering Spotify's Secret: How AI is Changing Music! | Entri Elevate
ML Fundamentals
Uncovering Spotify's Secret: How AI is Changing Music! | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Latent Dirichlet Allocation Tutorial Python
ML Fundamentals
Latent Dirichlet Allocation Tutorial Python
Aladdin Persson Beginner 3y ago
How to print star pattern in python #shorts #pythonforbeginners
ML Fundamentals
How to print star pattern in python #shorts #pythonforbeginners
Analytics Vidhya Beginner 3y ago
🔴 LIVE 🔴 CAN WE BUILD A RECOMMENDER SYSTEM???
ML Fundamentals
🔴 LIVE 🔴 CAN WE BUILD A RECOMMENDER SYSTEM???
Aladdin Persson Beginner 3y ago
KNN Algorithm in Machine Learning | K Nearest Neighbor in Python and R |  #datascience
ML Fundamentals
KNN Algorithm in Machine Learning | K Nearest Neighbor in Python and R | #datascience
Analytics Vidhya Beginner 3y ago
How to start Freelancing career in Data Science #shorts #datascience
ML Fundamentals
How to start Freelancing career in Data Science #shorts #datascience
Analytics Vidhya Beginner 3y ago
Difference between Data Scientist and Data Science Manager #shorts #datascience #machinelearning
ML Fundamentals
Difference between Data Scientist and Data Science Manager #shorts #datascience #machinelearning
Analytics Vidhya Beginner 3y ago
Advice for Technically Capable People Who Don't Know Where to Start
ML Fundamentals
Advice for Technically Capable People Who Don't Know Where to Start
MLOps.community Beginner 3y ago
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Optimize Deep Learning Models for Peak AI
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Generative AI: Foundations and Concepts
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Cloud Computing Foundations
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Cloud Computing Foundations
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Deep Learning with R: Build & Predict Neural Networks
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Deep Learning with R: Build & Predict Neural Networks
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