AutoML Courses and Certifications

Generative AI & Predictive AI for CXOs & Sr. Managers

285 ratings at Udemy

Assess maturity for AI readiness | Demystify Artificial Intelligence | 8 Case Studies | Google's No Code Auto ML

• Udemy
• 5 hours 31 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

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)

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

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

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

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

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

CNCF [Cloud Native Computing Foundation]

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

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

Nicholas Renotte

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

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

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

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

AutoML Seminars

AutoGluon 1.0 - Shattering SOTA with Zeroshot-HPO and Dynamic Stacking

Discover how AutoGluon 1.0 revolutionizes machine learning with Zeroshot-HPO and Dynamic Stacking, achieving superior performance in automated model training and ensemble stability.

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