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
The Immaturity of Machine Learning - Clips - #502
ML Fundamentals ⚡ AI Lesson
The Immaturity of Machine Learning - Clips - #502
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Big differences in the way people need to approach machine learning problems nowadays
ML Fundamentals ⚡ AI Lesson
Big differences in the way people need to approach machine learning problems nowadays
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
The Best AI Art Generator of 2022: Stable Diffusion vs DALLE 2 vs MidJourney v3
ML Fundamentals ⚡ AI Lesson
The Best AI Art Generator of 2022: Stable Diffusion vs DALLE 2 vs MidJourney v3
Aladdin Persson Beginner 3y ago
Complete RoadMap To Learn Computer Vision
ML Fundamentals
Complete RoadMap To Learn Computer Vision
Krish Naik Beginner 3y ago
Hyperparameter Tuning Using Machine Learning Pipelines
ML Fundamentals
Hyperparameter Tuning Using Machine Learning Pipelines
Krish Naik Beginner 3y ago
3 Tips to Build a Career in Machine Learning (Unconventional Advice)
ML Fundamentals ⚡ AI Lesson
3 Tips to Build a Career in Machine Learning (Unconventional Advice)
Underfitted Beginner 3y ago
Oxford Executive Diploma in Organisational Leadership: Views from the classroom and beyond
ML Fundamentals
Oxford Executive Diploma in Organisational Leadership: Views from the classroom and beyond
Saïd Business School, University of Oxford Beginner 3y ago
Introduction to 10 Years of Impact
ML Fundamentals
Introduction to 10 Years of Impact
Saïd Business School, University of Oxford Beginner 3y ago
The Impact of AI for Social Good
ML Fundamentals
The Impact of AI for Social Good
DeepLearningAI Beginner 3y ago
#102 How an Always-Learning Culture Drives Innovation at Shopify (with Ella Hilal)
ML Fundamentals
#102 How an Always-Learning Culture Drives Innovation at Shopify (with Ella Hilal)
DataCamp Beginner 3y ago
Think Retail on Air 2022 - Meet the Holiday Moment with Machine Learning | Google Ads
ML Fundamentals
Think Retail on Air 2022 - Meet the Holiday Moment with Machine Learning | Google Ads
Google Ads Beginner 3y ago
MLOps at DoorDash // Hien Luu and DoorDash Leads //  Coffee Sessions #119
ML Fundamentals ⚡ AI Lesson
MLOps at DoorDash // Hien Luu and DoorDash Leads // Coffee Sessions #119
MLOps.community Beginner 3y ago
The Confusion Matrix in Machine Learning
ML Fundamentals
The Confusion Matrix in Machine Learning
Underfitted Beginner 3y ago
How to use Stable Diffusion to generate AI Art
ML Fundamentals ⚡ AI Lesson
How to use Stable Diffusion to generate AI Art
Aladdin Persson Beginner 3y ago
Harnessing On-Device AI to Transform the Smartphone Experience
ML Fundamentals ⚡ AI Lesson
Harnessing On-Device AI to Transform the Smartphone Experience
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Building ML Platform Capabilities at Global Scale
ML Fundamentals ⚡ AI Lesson
Building ML Platform Capabilities at Global Scale
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Top Trends in Enterprise Machine Learning for 2021
ML Fundamentals ⚡ AI Lesson
Top Trends in Enterprise Machine Learning for 2021
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
How Spotify Does ML At Scale
ML Fundamentals ⚡ AI Lesson
How Spotify Does ML At Scale
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Keynote Interview: Solmaz Shahalizadeh
ML Fundamentals ⚡ AI Lesson
Keynote Interview: Solmaz Shahalizadeh
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Using Unity to Generate Synthetic data and Accelerate Computer Vision Training
ML Fundamentals ⚡ AI Lesson
Using Unity to Generate Synthetic data and Accelerate Computer Vision Training
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Executive Summit Roundtable Discussion
ML Fundamentals ⚡ AI Lesson
Executive Summit Roundtable Discussion
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
First Steps and Early Challenges in Scaling Machine Learning at H&M Group
ML Fundamentals ⚡ AI Lesson
First Steps and Early Challenges in Scaling Machine Learning at H&M Group
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Build an End-to-End ML Workflow for Your Organization
ML Fundamentals ⚡ AI Lesson
Build an End-to-End ML Workflow for Your Organization
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Causal Modeling in Machine Learning Webinar with Robert Osazuwa Ness
ML Fundamentals ⚡ AI Lesson
Causal Modeling in Machine Learning Webinar with Robert Osazuwa Ness
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Keynote Interview: Chris Albon
ML Fundamentals ⚡ AI Lesson
Keynote Interview: Chris Albon
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Chaos and Pain in Machine Learning, and the ‘DevOps for ML Manifesto'
ML Fundamentals ⚡ AI Lesson
Chaos and Pain in Machine Learning, and the ‘DevOps for ML Manifesto'
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Semblance: Feature Generation In Real-Time and Batch Without Time-Travel
ML Fundamentals ⚡ AI Lesson
Semblance: Feature Generation In Real-Time and Batch Without Time-Travel
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Model Versioning: Why, When, and How
ML Fundamentals ⚡ AI Lesson
Model Versioning: Why, When, and How
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production
ML Fundamentals ⚡ AI Lesson
Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Operationalizing Machine Learning at Levi’s
ML Fundamentals ⚡ AI Lesson
Operationalizing Machine Learning at Levi’s
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Live from TWIMLcon! Encoding Company Culture in Applied AI Systems
ML Fundamentals ⚡ AI Lesson
Live from TWIMLcon! Encoding Company Culture in Applied AI Systems
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Machine Learning in Production: What to do after you’ve trained the models?
ML Fundamentals ⚡ AI Lesson
Machine Learning in Production: What to do after you’ve trained the models?
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Culture & Organization for Effective ML at Scale
ML Fundamentals ⚡ AI Lesson
Culture & Organization for Effective ML at Scale
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Ethical Human-in-the-Loop ML Pipelines
ML Fundamentals ⚡ AI Lesson
Ethical Human-in-the-Loop ML Pipelines
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Embeddings @ Twitter
ML Fundamentals ⚡ AI Lesson
Embeddings @ Twitter
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Scaling ML in the Traditional Enterprise
ML Fundamentals ⚡ AI Lesson
Scaling ML in the Traditional Enterprise
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Machine Learning is Going Real-Time
ML Fundamentals ⚡ AI Lesson
Machine Learning is Going Real-Time
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Team Teardown: Evolving an ML Platform at SurveyMonkey
ML Fundamentals ⚡ AI Lesson
Team Teardown: Evolving an ML Platform at SurveyMonkey
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Build, Buy and the Golden Ratio: How Theator scaled up its continuous training framework
ML Fundamentals ⚡ AI Lesson
Build, Buy and the Golden Ratio: How Theator scaled up its continuous training framework
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
ClearML: Your R&D on MLOps! From zero to hero in two lines of code
ML Fundamentals ⚡ AI Lesson
ClearML: Your R&D on MLOps! From zero to hero in two lines of code
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Making Models Work: How an optimized ML lifecycle can drive better ROI
ML Fundamentals ⚡ AI Lesson
Making Models Work: How an optimized ML lifecycle can drive better ROI
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Solve this Data Science Interview Question From Product Based Company
ML Fundamentals
Solve this Data Science Interview Question From Product Based Company
Krish Naik Beginner 3y ago
Experimentation and Optimization with SigOpt
ML Fundamentals ⚡ AI Lesson
Experimentation and Optimization with SigOpt
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Maintaining Model Lineage with Weights & Biases Model Registry with Weights & Biases
ML Fundamentals ⚡ AI Lesson
Maintaining Model Lineage with Weights & Biases Model Registry with Weights & Biases
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
FAANG Interview DSA Series-Heap Sort,Binary Tree,Min Heap and Max Heap Tree AND Interview Questions
ML Fundamentals
FAANG Interview DSA Series-Heap Sort,Binary Tree,Min Heap and Max Heap Tree AND Interview Questions
Krish Naik Beginner 3y ago
How To Prepare And Overcome Fear In Maths For Data Science- Follow This Approach
ML Fundamentals
How To Prepare And Overcome Fear In Maths For Data Science- Follow This Approach
Krish Naik Beginner 3y ago
DSA-Discussing All Search Algorithms With Interview Based Questions- Ft: Priya Bhatia
ML Fundamentals
DSA-Discussing All Search Algorithms With Interview Based Questions- Ft: Priya Bhatia
Krish Naik Beginner 3y ago
Trackersheet That Can Make You From Zero To HERO In Data Science
ML Fundamentals
Trackersheet That Can Make You From Zero To HERO In Data Science
Krish Naik Beginner 3y ago
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