AutoML Courses and Certifications

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

Hyperband-based Bayesian Optimization for Efficient Black-box Prompt Selection

Discover HbBoPs framework combining Gaussian process surrogates with Hyperband for sample-efficient black-box prompt selection in large language models across API-only settings.

• YouTube
• 48 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

AutoML Seminars

LLMs for Automated Data Science - Introducing CAAFE for Context-Aware Automated Feature Engineering

Discover how CAAFE leverages large language models to enhance automated feature engineering in data science, improving model performance through context-aware feature generation and semantic understanding.

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

AutoML Seminars

Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows

Discover advanced Bayesian optimization techniques for biomedical data analysis, focusing on multi-objective approaches with heuristic objectives in unsupervised bioinformatics workflows.

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

AutoML Seminars

Benchmarking Beyond Statistics - Data-Driven Footprints for Explainable Black-Box Optimization

Explore data-driven benchmarking methods and algorithmic footprints to make black-box optimization transparent, reproducible, and explainable through meta-learning approaches.

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

Krish Naik

EvalML AutoML Library to Automate Feature Engineering, Feature Selection, Model Creation and Tuning

Explore EvalML, an AutoML library automating feature engineering, selection, model creation, and tuning. Learn to streamline your data science workflow and improve project efficiency.

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

Hyperparameter Tuning in R

Learn how to tune your model's hyperparameters to get the best predictive results.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Innovating with Google Cloud Artificial Intelligence

2 ratings at Udacity

Discover how to build smarter applications using Google Cloud's AI APIs for translation, computer vision, and conversational intelligence in this comprehensive guide.

• Udacity
• 1 hour
• On-Demand
• Free Online Course

Pragmatic AI Labs

MLOps Masterclass - Theory to DevOps to Cloud-Native to AutoML

Comprehensive guide to MLOps: from theory to implementation, covering DevOps, cloud-native solutions, and AutoML. Learn to build, deploy, and manage machine learning systems across various platforms and technologies.

• YouTube
• 2 hours 36 minutes
• On-Demand
• Free Video

Databricks

AutoML Toolkit Deep Dive - Automating Feature Engineering and Model Optimization

Explore Databricks Labs' AutoML Toolkit for automating feature engineering, model selection, tuning, and deployment. Learn to accelerate machine learning workflows and enhance productivity.

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

Databricks

Low-Code Machine Learning on Databricks with AutoML

Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.

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

Devoxx

AutoML + ML APIs = Machine Learning for All Developers

Explore how AutoML and ML APIs enable developers to build smart applications using pre-trained models and customization techniques, with live demo and practical insights.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

tinyML

TinyML AutoML Tutorial: Building Production-ready Models with Imagimob AI

Explore Imagimob AI platform for creating production-ready ANN models for time-series data on resource-constrained devices. Learn data visualization, preprocessing, model training, and evaluation techniques.

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

tinyML

Optimizing AutoML for the tinyML Future

Optimizing AutoML for tinyML: Balancing accuracy, latency, and power efficiency through hardware-aware techniques and full signal flow optimization from sensor to inference.

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