Automated Machine Learning Courses and Certifications

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
• Self-Paced
• Paid Course

Packt

AI Integration & Platform Optimization in Advanced Fabric

Explore AI integration, platform security, cost optimization, and team collaboration in Microsoft Fabric to build scalable, high-performance data platforms with hands-on, real-world applications.

• Coursera
• 7 hours
• Self-Paced
• Paid Course

Machine Learning and Artificial Intelligence in Power BI

921 ratings at Udemy

Learn how to integrate Machine Learning and AI in Power BI with hands-on projects and professional Power BI instructors

• Udemy
• 4 hours 17 minutes
• Self-Paced
• Paid Course

Data Science Festival

Automated Data Quality Checks for Big Datasets Using Machine Learning

Explore automated data quality checks for big datasets using Deequ, Spark, and ML techniques. Learn to enforce data reliability in real-time with practical examples from Amazon and Visa.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Databricks Certified Machine Learning Associate Exam Guide

624 ratings at Udemy

Pass Databricks Certified Machine Learning Associate Certification with 10+ Hours of HD Quality Video & Lots of Hands-on

• Udemy
• 16 hours 6 minutes
• Self-Paced
• Paid Course

Machine Learning on Google Cloud (Vertex AI) - Hands on!

507 ratings at Udemy

Learn how to build & deploy ML/DL models using GCP components AutoML, AI Platform and Vertex AI

• Udemy
• 6 hours 29 minutes
• Self-Paced
• Paid Course

Kaggle

Intro to Machine Learning

5 ratings

Dive into machine learning fundamentals with engaging videos covering models, data exploration, validation, and advanced concepts like random forests and AutoML.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Cloud Native Machine Learning - Automated Anomaly Detection

Explore automated anomaly detection techniques for machine learning, enhancing your ability to identify and respond to data irregularities in cloud-native environments.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

No-Code Machine Learning with Qlik AutoML

245 ratings at Udemy

Learn Machine Learning Concepts, Build your Model & get accurate predictions without writing any Code using Qlik AutoML

• Udemy
• 2 hours 41 minutes
• Self-Paced
• Paid Course

GCP Vertex AI | Google AI & ML | Agentic AI (ADK)| MCP | A2A

206 ratings at Udemy

A complete Vertex AI Course for Machine Learning and Gen AI solutions | Develop AI Agents with Google ADK | Gemini

• Udemy
• 1 day 12 minutes
• Self-Paced
• Paid Course

Open Data Science

Automated Insights in Finance Using Machine Learning & AI

Explore AI and ML techniques for extracting actionable insights from alternative data sources in finance, leading to profitable trading strategies and robust portfolio construction.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

PioPetro

Automated Interpretation Using Machine Learning for Petroleum Engineering

Explore automated interpretation in petroleum engineering using machine learning, covering energy transition, geology, and petrophysics with Dr. Ali Bakr.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Automated Machine Learning Performance Evaluation

Explore automated ML performance evaluation using cloud-native tools. Learn benchmarking concepts, parameters, and hands-on examples with Argo, Kubernetes, and Seldon Core for optimal model deployment.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Simons Institute

Automated Functional Synthesis: An Ideal Meeting Ground for Symbolic Reasoning and Machine Learning

Explores Manthan, a data-driven approach combining machine learning and symbolic reasoning to improve scalability in functional synthesis, viewing it as a classification problem.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Automated Inspection for Rail Cars Using Computer Vision and Machine Learning

Leverage computer vision and machine learning for automated rail car inspection. Explore challenges in developing robust models, including data selection, image quality, and imbalanced datasets.

• YouTube
• 32 minutes
• Self-Paced
• Free Video