✕ Clear filters
485 lessons

📐 ML Fundamentals

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

All ▶ YouTube 201,098📚 Coursera 18,198🎤 TED 1
ML platform Fury Data Apps at Mecado Libre
ML Fundamentals
ML platform Fury Data Apps at Mecado Libre
MLOps.community Advanced 5y ago
What parts of the mercado libre ML platforms are automatted
ML Fundamentals
What parts of the mercado libre ML platforms are automatted
MLOps.community Advanced 5y ago
Litox View of the state of ML today
ML Fundamentals
Litox View of the state of ML today
MLOps.community Advanced 5y ago
Fury Platform and Fury Data Apps at Mercado Libre
ML Fundamentals
Fury Platform and Fury Data Apps at Mercado Libre
MLOps.community Advanced 5y ago
MLOps community meetup #11 // Machine Learning at Scale in Mercado Libre with Carlos de la Torre
ML Fundamentals
MLOps community meetup #11 // Machine Learning at Scale in Mercado Libre with Carlos de la Torre
MLOps.community Advanced 5y ago
Why do you need Automation in Machine Learning
ML Fundamentals
Why do you need Automation in Machine Learning
MLOps.community Beginner 5y ago
MLOps is an Organizational Problem Not a Tech Problem
ML Fundamentals
MLOps is an Organizational Problem Not a Tech Problem
MLOps.community Beginner 5y ago
10 Years Deploying ML in the Enterprise: The Inside Scoop! // Charles Martin // MLOps meetup #9
ML Fundamentals
10 Years Deploying ML in the Enterprise: The Inside Scoop! // Charles Martin // MLOps meetup #9
MLOps.community Beginner 5y ago
Case Study of when things go wrong in ML
ML Fundamentals
Case Study of when things go wrong in ML
MLOps.community Beginner 5y ago
Training ML models on live datasets in a GDPR world
ML Fundamentals
Training ML models on live datasets in a GDPR world
MLOps.community Advanced 5y ago
Monitoring for ML concept drift in a Covid Era
ML Fundamentals
Monitoring for ML concept drift in a Covid Era
MLOps.community Beginner 5y ago
Have you really thought this ML platform through?
ML Fundamentals
Have you really thought this ML platform through?
MLOps.community Beginner 5y ago
100% 0pen sourced ML pipeline \\ MLOps open sourced
ML Fundamentals
100% 0pen sourced ML pipeline \\ MLOps open sourced
MLOps.community Beginner 5y ago
MLOps.community #10 // MLOps - The Blind Men and the Elephant with Saurav Chakravorty
ML Fundamentals
MLOps.community #10 // MLOps - The Blind Men and the Elephant with Saurav Chakravorty
MLOps.community Intermediate 5y ago
Avoiding buzzwords when hiring for data scientists
ML Fundamentals
Avoiding buzzwords when hiring for data scientists
MLOps.community Beginner 5y ago
DevOps Vs MLOps
ML Fundamentals
DevOps Vs MLOps
MLOps.community Beginner 5y ago
Different mentalities between ML engineers and Data Scientists
ML Fundamentals
Different mentalities between ML engineers and Data Scientists
MLOps.community Beginner 5y ago
Evolution of data scientist titles and roles
ML Fundamentals
Evolution of data scientist titles and roles
MLOps.community Beginner 5y ago
Qualities to look for in an ML engineer
ML Fundamentals
Qualities to look for in an ML engineer
MLOps.community Beginner 5y ago
MLOps meetup #7 Alex Spanos // TrueLayer 's MLOps Pipeline
ML Fundamentals
MLOps meetup #7 Alex Spanos // TrueLayer 's MLOps Pipeline
MLOps.community Beginner 5y ago
3rd wave of data scientists
ML Fundamentals
3rd wave of data scientists
MLOps.community Beginner 5y ago
Reproducability flaws in end to end Machine Learning debugging
ML Fundamentals
Reproducability flaws in end to end Machine Learning debugging
MLOps.community Beginner 5y ago
Standardization of Machine Learning tools like in Software Engineering with Venkata Pingali
ML Fundamentals
Standardization of Machine Learning tools like in Software Engineering with Venkata Pingali
MLOps.community Beginner 5y ago
Adjacent usecases and multistep feature engineering
ML Fundamentals
Adjacent usecases and multistep feature engineering
MLOps.community Beginner 5y ago
Checkpointing, metadata, and confidence in your data
ML Fundamentals
Checkpointing, metadata, and confidence in your data
MLOps.community Beginner 5y ago
How many models in prod til I need a dedicated ML platform?
ML Fundamentals
How many models in prod til I need a dedicated ML platform?
MLOps.community Beginner 5y ago
More difficult transition for data scientists to become ML engineers
ML Fundamentals
More difficult transition for data scientists to become ML engineers
MLOps.community Beginner 5y ago
Venkata Pingali of Scribble Data Thoughts on the Current State of Machine Learning
ML Fundamentals
Venkata Pingali of Scribble Data Thoughts on the Current State of Machine Learning
MLOps.community Beginner 5y ago
Who has the highest standards in ML?
ML Fundamentals
Who has the highest standards in ML?
MLOps.community Intermediate 5y ago
Resume driven development in Machine learning & software engineering
ML Fundamentals
Resume driven development in Machine learning & software engineering
MLOps.community Beginner 5y ago
Swiss Cheese model in Machine Learning
ML Fundamentals
Swiss Cheese model in Machine Learning
MLOps.community Beginner 5y ago
Survivorship Bias in machine learning tutorials
ML Fundamentals
Survivorship Bias in machine learning tutorials
MLOps.community Intermediate 5y ago
Learning from real life Machine Learning failures
ML Fundamentals
Learning from real life Machine Learning failures
MLOps.community Beginner 5y ago
Humans in the Loop are a defining factor in Machine Learning
ML Fundamentals
Humans in the Loop are a defining factor in Machine Learning
MLOps.community Intermediate 5y ago
Current State Of Machine Learning
ML Fundamentals
Current State Of Machine Learning
MLOps.community Beginner 5y ago
Specific challenges in Machine Learning
ML Fundamentals
Specific challenges in Machine Learning
MLOps.community Intermediate 5y ago
MLOps: Airflow Pros and Cons
ML Fundamentals
MLOps: Airflow Pros and Cons
MLOps.community Intermediate 5y ago
MLOps meetup #5 High Stakes ML: Active Failures, Latent Factors with Flavio Clesio
ML Fundamentals
MLOps meetup #5 High Stakes ML: Active Failures, Latent Factors with Flavio Clesio
MLOps.community Intermediate 5y ago
MLOps Meetup #6: Mid-Scale Production Feature Engineering with Dr. Venkata Pingali
ML Fundamentals
MLOps Meetup #6: Mid-Scale Production Feature Engineering with Dr. Venkata Pingali
MLOps.community Beginner 5y ago
3 key parts to Machine Learning monitoring
ML Fundamentals
3 key parts to Machine Learning monitoring
MLOps.community Intermediate 5y ago
Auto retrain ML models is not the question
ML Fundamentals
Auto retrain ML models is not the question
MLOps.community Intermediate 5y ago
Developing a Machine Learning Feature Store
ML Fundamentals
Developing a Machine Learning Feature Store
MLOps.community Intermediate 5y ago
Evolution of the ML feature store @SurveyMonkey
ML Fundamentals
Evolution of the ML feature store @SurveyMonkey
MLOps.community Intermediate 5y ago
Doing ML with Personal Information
ML Fundamentals
Doing ML with Personal Information
MLOps.community Intermediate 5y ago
How do you handle ML version control at SurveyMonkey
ML Fundamentals
How do you handle ML version control at SurveyMonkey
MLOps.community Intermediate 5y ago
Hybrid Data Science Teams @SurveyMonkey
ML Fundamentals
Hybrid Data Science Teams @SurveyMonkey
MLOps.community Intermediate 5y ago
Message buses, Async and sync architecture
ML Fundamentals
Message buses, Async and sync architecture
MLOps.community Intermediate 5y ago
ML Services Gateway at SurveyMonkey
ML Fundamentals
ML Services Gateway at SurveyMonkey
MLOps.community Intermediate 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
AI Ecosystem for the Absolute Beginners - Hands-On
📚 Coursera Course ↗
Self-paced
AI Ecosystem for the Absolute Beginners - Hands-On
Opens on Coursera ↗
Practical Predictive Analytics: Models and Methods
📚 Coursera Course ↗
Self-paced
Practical Predictive Analytics: Models and Methods
Opens on Coursera ↗
Recommender Systems: An Applied Approach using Deep Learning
📚 Coursera Course ↗
Self-paced
Recommender Systems: An Applied Approach using Deep Learning
Opens on Coursera ↗
Oracle Cloud Infrastructure AI Foundations
📚 Coursera Course ↗
Self-paced
Oracle Cloud Infrastructure AI Foundations
Opens on Coursera ↗
Digital Signal Processing 3: Analog vs Digital
📚 Coursera Course ↗
Self-paced
Digital Signal Processing 3: Analog vs Digital
Opens on Coursera ↗
Natural Language Processing with Sequence Models
📚 Coursera Course ↗
Self-paced
Natural Language Processing with Sequence Models
Opens on Coursera ↗