Automated Machine Learning Courses and Certifications

MLOps World: Machine Learning in Production

Automated Machine Learning Tuning with FLAML

Explore automated machine learning and tuning using FLAML, a fast Python library. Learn to automate ML tasks, perform general tuning, and conduct zero-shot AutoML efficiently.

• YouTube
• 2 hours 59 minutes
• Self-Paced
• Free Video

Automated Machine Learning for Beginners (Google & Apple)

1017 ratings at Udemy

Learn AI: Computer Vision, NLP, Tabular Data - build powerful models with Google AutoML & Apple CreateML

• Udemy
• 3 hours 35 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Computational Genomics Summer Institute CGSI

Automated Quantitative Trait Locus Analysis - CGSI 2023

Explore automated quantitative trait locus analysis using machine learning. Learn about genetic architecture, feature engineering, and Pareto optimization for biodata mining and complex trait analysis.

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

EuroPython Conference

Auto-Sklearn - Automated Machine Learning in Python

Discover Auto-sklearn, an open-source AutoML tool that simplifies machine learning pipeline development. Learn its functionality, benefits, and how to implement it as a scikit-learn replacement.

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

Oracle

Automated Machine Learning and Explainability

Explore Oracle AutoML's innovative approach to simplifying machine learning, integrating explainability techniques for enhanced user understanding and trust in complex ML pipelines and models.

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

MLCon | Machine Learning Conference

MLOps - Automated Machine Learning Made Easy

Explore AI and ML optimization techniques to enhance business outcomes through data understanding and model improvement.

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

EuroPython Conference

Automated Machine Learning With Keras

Explore automated machine learning with Keras Tuner and AutoKeras, enabling efficient development of high-performance deep learning models while requiring less expertise and effort.

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

Toronto Machine Learning Series (TMLS)

Machine Learning Simplified - From Ideation to Deployment in Minutes with Automated ML

Discover how to train high-quality ML models using Azure Machine Learning's automated ML, requiring only a dataset and minimal configuration parameters.

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

SQLBits

Automated Machine Learning on Azure - Comparing Azure ML Service and Azure Databricks

Explore AutoML on Azure Machine Learning Service and Azure Databricks to quickly build and deploy ML models, reducing time and expertise required for preprocessing and model creation.

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

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
• Self-Paced
• Paid Course

Natural Language Processing and Capstone Assignment

50 ratings at Coursera

Explore natural language processing, sentiment analysis, topic modeling, and emerging trends in data science. Apply learned techniques to develop a comprehensive data analytics plan.

• Coursera
• 4 hours 56 minutes
• Self-Paced
• Paid Course

Microsoft Azure Machine Learning

295 ratings at Coursera

Learn to create and deploy machine learning models using Azure's automated tools, without coding. Explore regression, classification, and clustering techniques for predictive analysis.

• Coursera
• 11 hours 23 minutes
• Self-Paced
• Paid Course

UCLA Automated Reasoning Group

Automated Reasoning - Logic, Probabilistic Reasoning and Machine Learning

Explore Boolean logic, probabilistic reasoning, and machine learning through tractable circuits and knowledge compilation techniques for automated reasoning systems.

• YouTube
• 1 day 1 hour 51 minutes
• Self-Paced
• Free Video

DP-100 Azure Data Scientist Associate Complete Exam Guide

1133 ratings at Udemy

Complete DP-100 Azure Machine Learning training guide to prepare you for DP-100, with practice exams on DP 100 Azure ML

• Udemy
• 8 hours 40 minutes
• Self-Paced
• Paid Course