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
Data Analyst/Data Science vs Data Engineer!
ML Fundamentals ⚡ AI Lesson
Data Analyst/Data Science vs Data Engineer!
codebasics Intermediate 2y ago
Leading consultant on how machine learning works and how to successfully operationalize it
ML Fundamentals
Leading consultant on how machine learning works and how to successfully operationalize it
Talks at Google Beginner 2y ago
Model CI/CD Course: Hosting a Webhook server
ML Fundamentals ⚡ AI Lesson
Model CI/CD Course: Hosting a Webhook server
Weights & Biases Beginner 2y ago
Continuous Deployment with Weights & Biases Automations
ML Fundamentals ⚡ AI Lesson
Continuous Deployment with Weights & Biases Automations
Weights & Biases Advanced 2y ago
Course overview: "Master Machine Learning with scikit-learn"
ML Fundamentals ⚡ AI Lesson
Course overview: "Master Machine Learning with scikit-learn"
DataSchool Beginner 2y ago
Gaining in-demand skills from industry leaders makes you a more attractive candidate for tech roles.
ML Fundamentals
Gaining in-demand skills from industry leaders makes you a more attractive candidate for tech roles.
Coursera Beginner 2y ago
Introduction to model ensembling
ML Fundamentals ⚡ AI Lesson
Introduction to model ensembling
DataSchool Beginner 2y ago
How to use AI 🧑‍💻to get your Dream Job 💸| Artificial Intelligence | Software Developer Jobs | GFG
ML Fundamentals
How to use AI 🧑‍💻to get your Dream Job 💸| Artificial Intelligence | Software Developer Jobs | GFG
GeeksforGeeks Beginner 2y ago
Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation
ML Fundamentals ⚡ AI Lesson
Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation
AI Researcher Beginner 2y ago
CEO Jeff Maggioncalda has a unique view of what’s happening around the world.
ML Fundamentals
CEO Jeff Maggioncalda has a unique view of what’s happening around the world.
Coursera Beginner 2y ago
League of Legends Win Prediction - Python Machine Learning
ML Fundamentals ⚡ AI Lesson
League of Legends Win Prediction - Python Machine Learning
NeuralNine Beginner 2y ago
Vertex AI and AutoML
ML Fundamentals
Vertex AI and AutoML
Google Cloud Beginner 2y ago
Tensor Processing Units (TPUs)
ML Fundamentals
Tensor Processing Units (TPUs)
Google Cloud Beginner 2y ago
AI NOW :  Sampling Secrets Unveiled | Why It's Vital | How to Choose the Right Method! |
ML Fundamentals
AI NOW : Sampling Secrets Unveiled | Why It's Vital | How to Choose the Right Method! |
Talent Catalyst AI Beginner 2y ago
Fireside Chat: Alice Oh
ML Fundamentals ⚡ AI Lesson
Fireside Chat: Alice Oh
Cohere Beginner 2y ago
Machine Learning Fails: Are You Making These Mistakes?
ML Fundamentals
Machine Learning Fails: Are You Making These Mistakes?
Data Science Dojo Intermediate 2y ago
Accelerate model deployment with Qualcomm AI Hub | BRKFP290
ML Fundamentals
Accelerate model deployment with Qualcomm AI Hub | BRKFP290
Microsoft Developer Beginner 2y ago
Simple steps to start machine learning!
ML Fundamentals
Simple steps to start machine learning!
Sajjaad Khader Beginner 2y ago
In the vector space of all advice...
ML Fundamentals
In the vector space of all advice...
3Blue1Brown Intermediate 2y ago
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
ML Fundamentals ⚡ AI Lesson
Rethinking Retraining: Cost-Effective AI Solutions // Patrick Beukema // MLOps podcast #225 clip
MLOps.community Advanced 2y ago
scikit-learn vs Deep Learning
ML Fundamentals
scikit-learn vs Deep Learning
Data School Beginner 2y ago
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
ML Fundamentals ⚡ AI Lesson
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
Cohere Intermediate 2y ago
AI NOW :  What are Word Embeddings for Processing Text w.r.t any Algorithm in NLP ?? |
ML Fundamentals
AI NOW : What are Word Embeddings for Processing Text w.r.t any Algorithm in NLP ?? |
Talent Catalyst AI Beginner 2y ago
Seamless Data Harmonization for Limitless Informatics: MSAID's journey with Metaflow
ML Fundamentals ⚡ AI Lesson
Seamless Data Harmonization for Limitless Informatics: MSAID's journey with Metaflow
Outerbounds Advanced 2y ago
AI vs. ML vs. DL vs. DS - Difference Explained | On Real World Examples | AI For Beginners
ML Fundamentals
AI vs. ML vs. DL vs. DS - Difference Explained | On Real World Examples | AI For Beginners
AI For Beginners Beginner 2y ago
OCW Learning Journeys: Michael's Story
ML Fundamentals
OCW Learning Journeys: Michael's Story
MIT OpenCourseWare Beginner 2y ago
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
ML Fundamentals ⚡ AI Lesson
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
DataCamp Intermediate 2y ago
Making Money with Data Products | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
ML Fundamentals ⚡ AI Lesson
Making Money with Data Products | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
DataCamp Intermediate 2y ago
Human Stories in AI: Tommy Tang
ML Fundamentals ⚡ AI Lesson
Human Stories in AI: Tommy Tang
StatQuest with Josh Starmer Beginner 2y ago
9 High Paying Jobs AI Can't Replace 💸💡 High Demand Jobs 2024 | Geeks for Geeks
ML Fundamentals
9 High Paying Jobs AI Can't Replace 💸💡 High Demand Jobs 2024 | Geeks for Geeks
GeeksforGeeks Beginner 2y ago
Artificial Intelligence Explained In Simple Words | What Is AI? | Explained On A Real World Example!
ML Fundamentals
Artificial Intelligence Explained In Simple Words | What Is AI? | Explained On A Real World Example!
AI For Beginners Beginner 2y ago
Unfavorable Incentives in Machine Learning Research - John Schulman (OpenAI Co-founder)
ML Fundamentals
Unfavorable Incentives in Machine Learning Research - John Schulman (OpenAI Co-founder)
Dwarkesh Patel Beginner 2y ago
Upskill your org in ML/AI with Kaggle
ML Fundamentals
Upskill your org in ML/AI with Kaggle
Google for Developers Beginner 2y ago
How do you predict python's future?
ML Fundamentals
How do you predict python's future?
Entri Coding മലയാളം Beginner 2y ago
Linear Regression Trading Bot - Beginner Machine Learning Tutorial
ML Fundamentals
Linear Regression Trading Bot - Beginner Machine Learning Tutorial
Sarah Benson Beginner 2y ago
The limitless possibilities of on-device ML: From accessible toys to grading grapes
ML Fundamentals
The limitless possibilities of on-device ML: From accessible toys to grading grapes
Google for Developers Beginner 2y ago
Build intelligent apps with Python
ML Fundamentals
Build intelligent apps with Python
Microsoft Developer Beginner 2y ago
I deployed a recommendation model. Testing Models In Production using Interleaving Experiments.
ML Fundamentals ⚡ AI Lesson
I deployed a recommendation model. Testing Models In Production using Interleaving Experiments.
Underfitted Beginner 2y ago
Resume Project Challenge 11 #codebasics #data #dataanalyst #datascientist #resumeprojectchallenge
ML Fundamentals ⚡ AI Lesson
Resume Project Challenge 11 #codebasics #data #dataanalyst #datascientist #resumeprojectchallenge
codebasics Beginner 2y ago
Human x Machine: From Models to Products
ML Fundamentals
Human x Machine: From Models to Products
Weights & Biases Intermediate 2y ago
The Coursera effect #newcareer #careertok #jobtok #jobtips
ML Fundamentals
The Coursera effect #newcareer #careertok #jobtok #jobtips
Coursera Beginner 2y ago
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
ML Fundamentals
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
Weights & Biases Beginner 2y ago
Should I shuffle samples with cross-validation?
ML Fundamentals ⚡ AI Lesson
Should I shuffle samples with cross-validation?
DataSchool Beginner 2y ago
Cost-sensitive learning in scikit-learn
ML Fundamentals ⚡ AI Lesson
Cost-sensitive learning in scikit-learn
DataSchool Beginner 2y ago
Which of these seven high-paying fields are you interested in?
ML Fundamentals
Which of these seven high-paying fields are you interested in?
Coursera Beginner 2y ago
Get job-ready for these lucrative fields with Professional Certificates on Coursera!
ML Fundamentals
Get job-ready for these lucrative fields with Professional Certificates on Coursera!
Coursera Beginner 2y ago
Real-Time AI Insights for Manufacturing
ML Fundamentals
Real-Time AI Insights for Manufacturing
Google Cloud Beginner 2y ago
AI NOW :  How does the TF-IDF (Term Frequency-Inverse Document Frequency) Algorithm work in NLP ?? |
ML Fundamentals
AI NOW : How does the TF-IDF (Term Frequency-Inverse Document Frequency) Algorithm work in NLP ?? |
Talent Catalyst AI Beginner 2y ago
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Modeling in AWS
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Introduction to Generative AI - Français
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Preparing for AI-900: Microsoft Azure AI Fundamentals exam
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Preparing for AI-900: Microsoft Azure AI Fundamentals exam
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Cloud Analytics with Google Cloud Platform
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