Model Evaluation Courses and Certifications

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

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

Predict probabilities of class membership using Logistic Regression. Implement, evaluate, and interpret models for classification tasks like disease identification and customer conversion.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Learn to build, implement, and evaluate linear regression models for predicting future values based on existing data. Gain practical skills in creating and assessing machine learning models.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Supervised Learning with scikit-learn

126 ratings at DataCamp

Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this interactive course and learn how to make powerful predictions!

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

Mistakes to Avoid in Machine Learning

119 ratings at LinkedIn Learning

Learn about the common mistakes you should avoid when building your machine learning models.

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

Fully Connected Neural Networks with Keras

91 ratings at egghead.io

Build and train fully connected neural networks using Keras for various machine learning tasks, including regression, binary classification, and multi-category classification. Learn to optimize, evaluate, save, and deploy models.

• egghead.io
• 39 minutes
• On-Demand
• Paid Course

Build, Train, and Deploy Your First Neural Network with TensorFlow

68 ratings at Pluralsight

In this course, you will learn the basic principles of machine learning and neural networks so you can quickly create, train, and deploy a neural network with TensorFlow.

• Pluralsight
• 2 hours 47 minutes
• On-Demand
• Free Trial Available

Introduction to Data Versioning with DVC

Explore Data Version Control for ML data management. Master setup, automate pipelines, and evaluate models seamlessly.

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

Advanced Machine Learning .NET Applications

45 ratings at LinkedIn Learning

Learn advanced features of .NET to take your machine learning applications to the next level.

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

LLM Foundations: Building Effective Applications for Enterprises

45 ratings at LinkedIn Learning

Explore design considerations and best practices for building generative AI-powered applications at enterprise scale.

• LinkedIn Learning
• 1 hour 43 minutes
• On-Demand
• Free Trial Available

Learn to create, train, and test artificial neural networks using PyTorch. Build predictive models, define functions, and evaluate performance for real-world applications.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 3 Modeling

43 ratings at LinkedIn Learning

Learn about modeling, the process of choosing and training the right machine-learning model, to prepare for the AWS Certified Machine Learning – Specialty (MLS-C01) certification.

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

Fundamentals of Machine Learning on AWS

43 ratings at Pluralsight

Machine learning is one of the hottest fields in the world today. This course will teach you how to get started solving business problems with AWS machine learning technologies.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Implement and assess K-Nearest Neighbors algorithm for classification. Learn data preparation, distance formulas, and model evaluation using various datasets.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available