AutoML Courses and Certifications

AutoML Automated Machine Learning BootCamp (No Code ML)

252 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

50 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

Edureka

AutoML: Build ML Models without Code

Master Google Vertex AI's AutoML platform to build, deploy, and monitor ML models for structured data, images, and text without coding through hands-on cloud demonstrations.

• Coursera
• 8 hours 7 minutes
• On-Demand
• Paid Course

Edureka

Getting Started with Automated Machine Learning (AutoML)

Master automated machine learning with H2O AutoML to build, evaluate, and deploy ML models efficiently without manual trial-and-error approaches.

• Coursera
• 10 hours 35 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

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 Skills
• 1 hour
• On-Demand
• Paid Course

Nicholas Renotte

Building an AutoML Web App with Python, Pandas Profiling, PyCaret, and Streamlit

1 review

Build an AutoML web app using Python, Pandas Profiling, PyCaret, and Streamlit in this hands-on tutorial. Learn to create a powerful machine learning tool quickly and efficiently.

• YouTube
• 24 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

1littlecoder

AutoML Frameworks Accuracy Comparison with Kaggle Data

Explore the performance of popular AutoML frameworks across 10 Kaggle competitions, analyzing their accuracy and effectiveness in tackling real-world machine learning challenges.

• YouTube
• 20 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

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

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

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

Conf42

Democratizing AI - AutoML Transforms Predictive Analytics

Discover how AutoML democratizes AI by automating machine learning workflows, comparing frameworks, and implementing enterprise strategies for predictive analytics transformation.

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