AutoML Courses and Certifications

Conf42

Reliability at Scale - How AutoML is Transforming Enterprise SRE

Discover how AutoML revolutionizes enterprise Site Reliability Engineering through automated alert tuning, self-healing systems, and practical implementation frameworks for scalable operations.

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

AutoML Seminars

Multi-Objective AutoML - Towards Accurate and Robust Models

Discover how AutoML can optimize machine learning models for both accuracy and robustness against domain shifts and input perturbations in trustworthy AI systems.

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

Data Science Conference

Boosting Data Science Routines with DataArt's AutoML Platform

Discover how DataArt's DS/ML Platform automates data science workflows through feature engineering, model selection, and deployment - suitable for both expert and citizen data scientists.

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

AutoML Seminars

AutoML in the Age of Structured Foundation Models

Explore how structured foundation models like TabPFNv2 and Chronos are transforming AutoML, and why AutoML systems remain crucial in this new era of foundation model-driven data analysis.

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

AI for CXOs & Sr.Managers: Now With Agentic AI & Vibe Coding

537 ratings at Udemy

Vibe Coding | Agentic AI | 8 Case Studies | Assess maturity for AI readiness | Google's No Code Auto ML | PowerBI

• Udemy
• 6 hours 26 minutes
• On-Demand
• Paid Course

Real World Auto Machine Learning Bootcamp: Build 14 Projects

36 ratings at Udemy

Solve Data Science Problems Using Automated -ML, Learn To Use Eval ML, Pycaret, Auto Keras, Auto SK Learn, H20 Auto ML

• Udemy
• 9 hours 51 minutes
• On-Demand
• Paid Course

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
• Paid Course

No-Code Machine Learning with Qlik AutoML

245 ratings at Udemy

Learn Machine Learning Concepts, Build your Model & get accurate predictions without writing any Code using Qlik AutoML

• Udemy
• 2 hours 41 minutes
• On-Demand
• Paid Course

Machine Learning on Google Cloud with AutoML and VertexAI

97 ratings at Udemy

Discover how to use AutoML on Google Cloud with Vertex AI

• Udemy
• 4 hours 13 minutes
• On-Demand
• Paid Course

Classify Images of Clouds in the Cloud with AutoML Vision

13 ratings at Coursera

Train a custom image recognition model to identify cloud types using AutoML Vision, no ML expertise required. Hands-on lab in Google Cloud console.

• Coursera
• 2 hours
• On-Demand
• Paid Course

Coursera

Auto Machine Learning (AutoML) Using AutoGluon

Learn to rapidly prototype powerful machine learning models for classification problems using AutoGluon, the library behind Amazon's autopilot service, with just a few lines of code.

• Coursera
• 1 hour 57 minutes
• On-Demand
• Paid Course

Identify Damaged Car Parts with Vertex AutoML Vision

Train a custom ML model to automatically recognize damaged car parts using Vertex AutoML Vision, enabling quick and accurate predictions through the Google Cloud Console.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

AutoML Seminars

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

Discover a methodology for efficiently selecting and fine-tuning pretrained models through meta-learning, optimizing model selection and hyperparameter configurations for new datasets.

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

tinyML

TinyML Talks Germany - AutoFlow - An Open Source Framework to Automatically Implement Neural

Explore AutoFlow: an open-source framework for automating neural network implementation on embedded devices, covering model building, optimization, and deployment.

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

Association for Computing Machinery (ACM)

Agile Data Science - Achieving Salesforce-Scale Machine Learning in Production

Explore Salesforce's approach to Agile Data Science, from AutoML and experimentation to deployment and monitoring. Learn how to scale machine learning in production and adopt truly Agile methodologies.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video