Model Evaluation Courses and Certifications

A Basic Course in Machine Learning for All

Beginner-friendly introduction to machine learning for non-engineers. Learn core concepts, data types, algorithms, and practical applications. Develop skills to translate real-world challenges into ML solutions using accessible tools.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Machine Learning, Maths & Ethics: Hands-on

Empowering young people, especially women, to pursue machine learning careers through hands-on experience, data exploration, model training, and ethical considerations.

• Polimi OPEN KNOWLEDGE
• On-Demand
• Free Certificate

statistics.com

Predictive Analytics: Basic Modeling Techniques

1 review

Explore key predictive analytics techniques including regression, decision trees, ensembles, and neural networks. Gain hands-on experience in model fitting, performance evaluation, and practical application of machine learning methods.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Roboflow

How to Train Object Detection Transformer on Custom Dataset

1 review

Learn to train Object Detection Transformers using DETR, from environment setup to custom dataset training and model evaluation. Covers PyTorch, COCO datasets, and PyTorch Lightning for efficient deep learning workflows.

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

Introduction to Machine Learning for Coders

Learn essential machine learning concepts and techniques for coders, covering fundamental principles and practical applications across 12 comprehensive lessons.

• YouTube
• 19 hours
• On-Demand
• Free Video

Natural Language Processing

Accelerated introduction to NLP, covering machine learning basics, text preprocessing, vectorization, and advanced neural network architectures like RNNs, LSTMs, and Transformers.

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

Computer Vision

Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.

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

Tabular Data

Learn machine learning techniques for tabular data, including model evaluation, feature engineering, tree-based models, hyperparameter tuning, and neural networks using AWS SageMaker.

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

Understanding Machine Learning with Python 3

755 ratings at Pluralsight

This course will walk you through creating a machine learning prediction solution with Python, the Scikit-learn library, and the Jupyter Notebook environment.

• Pluralsight
• 1 hour 54 minutes
• On-Demand
• Free Trial Available

Azure Machine Learning Development: 2 Learning ML Studio

443 ratings at LinkedIn Learning

Get an introduction to the concepts and mechanics of machine learning with Azure.

• LinkedIn Learning
• 1 hour 8 minutes
• On-Demand
• Free Trial Available

Building Your First Machine Learning Solution

197 ratings at Pluralsight

Machine learning is exciting, yet, it may sound more complicated than it is actually is. This course empowers you with the necessary theory and practice to become confident about how machine learning works by building a hands-on solution.

• Pluralsight
• 3 hours 9 minutes
• On-Demand
• Free Trial Available

Predictive Analytics Essential Training: Estimating and Ensuring ROI

189 ratings at LinkedIn Learning

Turn predictive analytics into a profit center at your organization. Learn how to measure the return on investment (ROI) and prove the long-term value of your projects.

• LinkedIn Learning
• 51 minutes
• On-Demand
• Free Trial Available

State Bank of India

Introduction to Machine Learning for Finance

Explore machine learning in finance: data analysis, supervised/unsupervised learning, NLP, time series forecasting. Gain practical skills for banking innovation and ethical AI implementation.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Analyzing Data with R

168 ratings at edX

R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Supervised Learning Essential Training

164 ratings at LinkedIn Learning

This mid-level course takes you through how to create one of the most common types of machine learning: supervised learning models.

• LinkedIn Learning
• 1 hour 28 minutes
• On-Demand
• Free Trial Available