AutoML Courses and Certifications

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

426 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 44 minutes
• On-Demand
• Paid Course

AutoML Automated Machine Learning BootCamp (No Code ML)

250 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

Practical AI and Machine Learning with Model Builder AutoML

35 ratings at Udemy

Master machine learning by doing it in practice, using an automated machine learning GUI that requires little/no coding.

• Udemy
• 3 hours 31 minutes
• On-Demand
• Paid Course

Executive Guide to AutoML

24 ratings at LinkedIn Learning

Learn about AutoML, the opportunities and challenges that arise in attempting to automate machine learning, and how this automation affects your organization.

• LinkedIn Learning
• 1 hour 1 minute
• On-Demand
• Free Trial Available

Databricks

Scalable AutoML for Time Series Forecasting Using Ray

Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and hyper-parameter tuning. Learn from real-world applications and experiences in various industries.

• YouTube
• 22 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

Nvidia

Modern Medical Image Segmentation, AutoML, and Beyond

Explore advanced medical image segmentation techniques, including AutoML and deep learning, for improved disease understanding and clinical diagnosis.

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

Classify Images of Clouds in the Cloud with AutoML Images

AutoML Images helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).

• Google Cloud Skills Boost
• 1 hour
• On-Demand
• Paid Course

Building AutoML Pipelines with Argo Workflows and Katib

Explore AutoML pipelines using Argo Workflows and Katib for efficient model selection and hyperparameter tuning in Kubernetes environments, enhancing MLOps processes.

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

Data Science Dojo

Building and Deploying a Model Using AutoML in Azure ML - Azure Tutorial for Beginners

Learn to streamline machine learning model development with Azure AutoML. Explore algorithm selection, hyperparameter tuning, and evaluation metrics for efficient model creation and deployment.

• YouTube
• 1 hour 1 minute
• 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

Open Data Science

Accelerate Your AI-ML Initiatives and Deliver Business Value Quickly

Discover strategies for rapid AI deployment, overcoming adoption challenges, and delivering tangible business value through pre-integrated frameworks, AutoML, and industry-specific solutions.

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

Toronto Machine Learning Series (TMLS)

Turbo-Charging Data Science with AutoML

Explore open-source AutoML tools and cloud provider options to enhance data science workflows. Hands-on demonstration of installation, usage, and unique features for improved efficiency.

• YouTube
• 1 hour 49 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

AutoML Towards Deep Learning: Optimizing Neural Architectures and Hyperparameters

Explore advances in AutoML for Deep Learning, focusing on joint optimization, efficiency, and robustness. Learn about the future of automated neural architecture and hyperparameter optimization.

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

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