Microsoft
Experiment with Azure Machine Learning
Choose this module if you want to compare models by using automated machine learning, MLflow, and the Responsible AI dashboard.
- Microsoft Learn
- 1 hour
- Self-paced
- Free course
- Free badge
- Beginner
Free online
Automated Machine Learning courses 18
Learn Automated Machine Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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Microsoft
Microsoft Azure Machine Learning
4.4305 ratingsMachine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier.…
Partner
- Coursera
- 4 weeks of study, 1-2 hours/week.
- Self-paced
- Paid · free trial
- Paid certificate
Microsoft
Automate machine learning workflows
Learn about automation for machine learning, machine learning operations, and MLOps.
- Microsoft Learn
- 30 minutes
- Self-paced
- Free course
- Free badge
- Beginner
ETH Zurich
Self-Driving Cars with Duckietown
Self-Driving Cars with Duckietown is the first robotics and AI MOOC with scale-model self-driving cars. Learn state-of-the-art autonomy hands-on: build your own real robot (Duckiebot) and get it to drive autonomously in your scaled city (Duckietown).
- edX
- Fixed dates
- Free to audit
- Paid certificate
- Beginner
Microsoft
Microsoft Azure Machine Learning for Data Scientists
4.3180 ratingsMachine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier.…
Partner
- Coursera
- 4 weeks of study, 1-2 hours/week.
- Self-paced
- Paid · free trial
- Paid certificate
Google Cloud
Smart Analytics, Machine Learning, and AI on Google Cloud
This course covers several ways machine learning can be included in data pipelines on Google Cloud depending on the level of customization required.
- edX
- 1 weeks, 4 - 6 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Beginner
Google Cloud
Computer Vision Fundamentals with Google Cloud
Computer Vision Fundamentals with Google Cloud Discover how to solve real-world computer vision challenges on Google Cloud using a range of ML approaches, from pre-built APIs to custom image-built classifiers.
- edX
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
H2O.ai
H2O Driverless AI Starter Course
Join Andreea Turcu, our Head of Global Training at H2O.ai, as she guides you through the “Driverless AI Starter Course” by H2O ai. Dive into automated machine learning (AutoML) using H2O Driverless AI. This course is suitable for all levels and will provide you with the necessary skills to apply Au…
Partner
- Coursera
- 2 hours and 10 minutes
- Self-paced
- Paid · free trial
- Paid certificate
Google Cloud
Natural Language Processing on Google Cloud
This course introduces the products and solutions to solve Natural Language Processing (NLP) problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP project with neural networks by using Vertex AI and TensorFlow.
- edX
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
Microsoft
Applied ML & AI
Build production-grade machine learning systems on Azure. Architect automated Machine Learning pipelines, optimize models with HyperDrive, deploy scalable scoring endpoints, and monitor for drift using Responsible AI and MLOps practices.
- edX
- Self-paced
- Free to audit
- Paid certificate
- Advanced
Udacity
Introduction to Machine Learning Course
4.73 ratingsGain foundational machine learning expertise using AWS SageMaker, from data preparation and exploratory analysis to deploying powerful models like XGBoost and AutoGluon. Covering the entire ML workflow, including feature engineering, model tuning, and evaluation, you'll gain practical experience wi…
Partner
- Udacity
- P4W
- Self-paced
- Paid course
- Intermediate
Google Cloud
Introduction to Vertex Forecasting and Time Series in Practice
Build end-to-end forecasting solutions on Google Cloud using Vertex AI. Learn with hands-on exercises spanning data ingestion, model training, and real-world application.
- edX
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
Pragmatic AI Labs
Cloud Machine Learning Engineering and MLOps
Unleash the power of machine learning with engineering best practices, AutoML, and emerging technologies.
- edX
- 4 weeks, 3 - 6 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Beginner
Coursera
Automate ML Pipelines for Peak Performance
This course teaches you how to build a fully automated machine learning pipeline using scikit-learn. You will learn to scale numeric features, encode categorical variables, train a logistic model, and optimize it using GridSearchCV. The course then guides you in packaging the workflow as a reusable…
Partner
- Coursera
- 3 hours
- Self-paced
- Paid · free trial
- Paid certificate
Edureka
Getting Started with Automated Machine Learning (AutoML)
As machine learning adoption grows across industries, automated machine learning (AutoML) platforms are becoming essential for accelerating model development and improving productivity. This course equips you with the practical skills to build, evaluate, optimize, and deploy ML models using H2O Aut…
Partner
- Coursera
- 4 weeks of study, 3-4 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
Udacity
Predictive Data Analysis Course
Find patterns in data and predict future outcomes with Power BI. Learn regression, clustering, and forecasting techniques to transform historical information into insights that drive smarter business decisions.
Partner
- Udacity
- P4W
- Self-paced
- Paid course
- Beginner
Udacity
Machine Learning DevOps Engineer Nanodegree Program
4.6103 ratingsGain end-to-end expertise in Machine Learning DevOps with this Nanodegree program that focuses on deployment, automation, and monitoring. Develop production-ready skills in CI/CD, container orchestration, and model performance tracking.
PartnerLearning path or series
- Udacity
- 5 minutes
- Self-paced
- Paid course
- Advanced