Model Evaluation Courses and Certifications

MathWorks

Machine Learning for Computer Vision

18 ratings at Coursera

Learn to classify images and detect objects using machine learning in MATLAB. Apply the full workflow from data preparation to result evaluation, focusing on street sign classification and material defect detection.

• Coursera
• 11 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

CertNexus

Build Regression, Classification, and Clustering Models

16 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Supervised Learning in R: Regression

13 ratings at DataCamp

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

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

Explore and Evaluate Models using Model Garden

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you explore and evaluate AI models using Model Garden.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Developing Generative AI Solutions

Explore the generative AI lifecycle: from defining use cases to deploying models. Learn to select, improve, and evaluate foundation models for impactful business solutions.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

MathWorks Microcredential

Deep Learning for Computer Vision

Hands-on specialization in deep learning for computer vision, covering image classification, object detection, and advanced techniques. Gain practical skills using MATLAB for real-world applications.

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

Coursera Instructor Network

Selecting the Right LLM with Hugging Face

Navigate Hugging Face's LLM ecosystem to find, compare, and evaluate models. Master techniques for selecting the most suitable LLM based on project requirements, computational needs, and specializations.

• Coursera
• 3 hours 2 minutes
• On-Demand
• Paid Course

Machine Learning Operations with Vertex AI: Model Evaluation

Gain insights into machine learning model evaluation using Vertex AI, covering metrics, methodologies, and best practices for both generative and predictive AI models.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)

H2O.ai

H2O Gen AI Ecosystem Overview - Level 1

Master the H2O GenAI ecosystem through hands-on training in LLM optimization, model evaluation, and AI app development. Build custom GPT models, create web applications, and deploy practical AI solutions.

• Coursera
• 8 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

H2O ai Large Language Models (LLMs) - Level 3

Master advanced H2O ai Generative AI tools and techniques, from creating custom h2oGPT models to evaluating performance metrics, enhancing your AI workflow capabilities for real business applications.

• Coursera
• 2 hours
• On-Demand
• Free Online Course (Audit)

Corporate Finance Institute

Classification - Fundamentals & Practical Applications

Master classification algorithms from logistic regression to SVM, implementing them in Excel and Python while learning to evaluate model performance and interpret results for business decision-making.

• Coursera
• 2 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Data Creation and Collection for Artificial Intelligence via Crowdsourcing

Learn to leverage crowdsourcing for high-quality data collection in AI, covering quality control, factors affecting data quality, and strategies for efficient data creation and model evaluation.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Macroeconometric Forecasting

48 ratings at edX

Learn how to create and assess forecasting models to predict macroeconomic variables such as inflation and economic growth.

• edX
• 8 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

MathWorks

Machine Learning Onramp

2 reviews

Learn the basics of practical machine learning methods for classification problems.

• MATLAB Academy
• 2 hours
• On-Demand
• Free Certificate