AutoML Courses and Certifications

EDUCBA

DP-100 Microsoft Azure DS Exam

29 ratings at Coursera

Master end-to-end Azure ML solutions: design, implement, and deploy machine learning models using Azure ML Designer, SDK automation, AutoML, and production-ready compute targets.

• Coursera
• 9 hours 32 minutes
• On-Demand
• Paid Course

Business-Ready AI with Google Vertex AI (Easy and No Code)

18 ratings at Udemy

Turn Ideas into Live AI Tools with Google Vertex AI. Deploy AI Chatbots, RAG Systems & ML Models Without Writing Code

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

Whizlabs

Azure AI & ML: Optimize Language Models for AI Applications

Master Azure AI & ML model deployment, optimization, and MLOps workflows. Build production-ready solutions using Azure AI Foundry, AutoML, and advanced monitoring techniques.

• Coursera
• 8 hours 19 minutes
• On-Demand
• Paid Course

Whizlabs

Azure ML: Deploying, Managing, and Experimenting with Models

Master Azure ML model deployment, management, and experimentation with MLOps best practices, AutoML, and Responsible AI implementation for scalable machine learning workflows.

• Coursera
• 7 hours 44 minutes
• On-Demand
• Paid Course

Packt

Foundations of Machine Learning with Azure

Master machine learning fundamentals and Azure ML Studio through hands-on data preprocessing, model building, and deployment techniques for real-world business applications.

• Coursera
• 7 hours 29 minutes
• On-Demand
• Paid Course

Starweaver

Generative AI: Transform Your Management Consulting

Master generative AI tools like ChatGPT, Claude, and H2O.ai to revolutionize management consulting workflows, accelerate analysis, and create compelling client presentations.

• Coursera
• 15 hours 18 minutes
• On-Demand
• Paid Course

H2O.ai

H2O Cloud AI Developer Services

Discover how to build, deploy, and scale AI solutions using H2O Cloud's comprehensive suite of services for tabular data, NLP, computer vision, and AI-assisted development.

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

Packt

Databricks ML in Action

Master practical machine learning on Databricks platform with hands-on projects covering MLflow, Vector Search, AutoML, and complete ML lifecycle from data ingestion to deployment.

• Coursera
• 13 hours 23 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Machine Learning with Databricks and MLflow

Master MLflow and Databricks to build, track, and deploy production-ready machine learning models while solving the reproducibility crisis through structured experiment tracking.

• Coursera
• 4 hours 32 minutes
• On-Demand
• Paid Course

Edureka Microcredential

No-Code Data Science and Machine Learning

Master data science and ML through no-code tools like KNIME, Orange, and Google Vertex AI. Build pipelines, train models, and deploy solutions without programming.

• Coursera
• 8 weeks, 5 hours a week
• On-Demand
• Paid Course
• 2 courses

Microcredential

Machine Learning on Google Cloud

Discover how to build, train, and deploy machine learning models on Google Cloud using Vertex AI AutoML, BigQuery ML, custom training, and TensorFlow, while learning best practices for enterprise ML implementation.

• Coursera
• On-Demand
• Paid Course
• 4 courses

SK AI SUMMIT 2024

AutoML의 현재와 미래 - 산업 현장에서의 실제 활용 사례

Discover how AutoML technology evolved from a buzzword to an essential industrial tool, exploring its current applications and future challenges at SK Group through real-world implementation cases.

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

Automate Custom Vision Model Creation with AutoML for Images

Learn to automate custom vision model creation using AutoML for Images in Azure ML. Explore real-world applications in quality control, retail, and fire detection with expert guidance.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

USENIX

Scalable AutoML for Time Series Forecasting Using Ray

Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and distributed hyper-parameter tuning with real-world applications and insights.

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

Open Data Science

Build NLP Model with Azure ML AutoML NLP Capability

Learn to build NLP models using Azure ML AutoML for tasks like classification and named entity recognition. Explore multilingual support, data labeling, and distributed training for efficient model development.

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