Automated Machine Learning Courses and Certifications

MLOps World: Machine Learning in Production

Automated Machine Learning Tuning with FLAML

Explore automated machine learning and tuning using FLAML, a fast Python library. Learn to automate ML tasks, perform general tuning, and conduct zero-shot AutoML efficiently.

• YouTube
• 2 hours 59 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Automated Quantitative Trait Locus Analysis - CGSI 2023

Explore automated quantitative trait locus analysis using machine learning. Learn about genetic architecture, feature engineering, and Pareto optimization for biodata mining and complex trait analysis.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Microcredential

Machine Learning Engineer with Microsoft Azure

83 ratings at Udacity

Gain hands-on experience with Azure Machine Learning, focusing on MLOps, model understanding, data protection, and end-to-end ML lifecycle management at scale.

• Udacity
• 1 month 3 weeks 6 days 15 hours 36 minutes
• On-Demand
• Paid Course

Introduction to Machine Learning using Microsoft Azure

Explore machine learning fundamentals and hands-on Azure ML Studio training, covering data preparation, model development, and responsible AI principles.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Natural Language Processing and Capstone Assignment

36 ratings at Coursera

Explore natural language processing, sentiment analysis, topic modeling, and emerging trends in data science. Apply learned techniques to develop a comprehensive data analytics plan.

• Coursera
• 4 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Automated Machine Learning for Beginners (Google & Apple)

527 ratings at Udemy

Learn AI: Computer Vision, NLP, Tabular Data - build powerful models with Google AutoML & Apple CreateML

• Udemy
• 3 hours 35 minutes
• On-Demand
• Paid Course

AutoML Automated Machine Learning BootCamp (No Code ML)

239 ratings at Udemy

Build State of the Art Machine Learning Models without a single line of code

• Udemy
• 1 hour 5 minutes
• On-Demand
• Paid Course

Microsoft Azure Machine Learning

203 ratings at Coursera

Learn to create and deploy machine learning models using Azure's automated tools, without coding. Explore regression, classification, and clustering techniques for predictive analysis.

• Coursera
• 11 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

H2O Driverless AI Starter Course

Master automated machine learning with H2O Driverless AI through hands-on training in data preprocessing, model development, and advanced features like custom recipe creation and hyperparameter tuning.

• Coursera
• 2 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

Data Science and Machine Learning H2O.ai Platforms

Master H2O.ai's comprehensive data science toolkit for automated machine learning, model deployment, and generative AI applications, featuring Driverless AI, Wave App, and Enterprise GPTe.

• Coursera
• 1 hour 12 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

1 review

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

• Microsoft Learn
• 5 hours 18 minutes
• On-Demand
• Free Online Course

Exam Tips: Designing and Implementing a Data Science Solution on Azure (DP-100)

169 ratings at LinkedIn Learning

Discover tips and practical study strategies in preparation for the Microsoft DP-100 Designing and Implementing a Data Science Solution on Azure certification exam.

• LinkedIn Learning
• 48 minutes
• On-Demand
• Free Trial Available

Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 2 Run Experiments and Train Models

24 ratings at LinkedIn Learning

Prepare for the second domain of the Microsoft Azure Data Scientist Associate (DP-100) exam.

• LinkedIn Learning
• 32 minutes
• On-Demand
• Free Trial Available

Developing Models in Microsoft Azure

15 ratings at Pluralsight

It's common to spend a lot of resources on identifying an optimal machine learning model. In this course, you will learn how to simplify this process using various cutting edge features offered by Microsoft Azure Machine Learning service.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Microsoft Azure AI Fundamentals (AI-900): Fundamental Principles of Machine Learning on Azure

12 ratings at Pluralsight

Learn how to use machine learning on Azure in preparation for the AI-900 certification.

• Pluralsight
• 1 hour 5 minutes
• On-Demand
• Free Trial Available