Classification Models Courses and Certifications

Machine Learning with caret in R

17 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

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

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)

Machine Learning in the Tidyverse

13 ratings at DataCamp

Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

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

Packt

Building and Training Neural Networks with PyTorch

Master PyTorch for neural networks: classification, CNNs, object detection, style transfer, and RNNs. Hands-on exercises in data preparation, model building, and advanced techniques for image and audio processing.

• Coursera
• 7 hours 37 minutes
• 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

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

1 review

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

• Microsoft Learn
• 5 hours 18 minutes
• On-Demand
• Free Online Course

Building Your First scikit-learn Solution

94 ratings at Pluralsight

This course covers both the why and how of using scikit-learn. You'll delve into scikit-learn’s niche in the ever-growing taxonomy of machine learning libraries, and important aspects of working with scikit-learn estimators and pipelines.

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

IE University

Foundations of Predictive Analytics: Regression and Classification

Learn how predictive analytics can be used to achieve business goals, drive decision-making, and develop customized strategies with IE University.

• edX
• 5 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning for Financial Services

24 ratings at Pluralsight

This course will explore the conceptual aspects of applying machine learning to problems in the financial services industry and discuss case studies of machine learning used in financial services.

• Pluralsight
• 1 hour 51 minutes
• On-Demand
• Free Trial Available

Applied Classification with XGBoost

19 ratings at Pluralsight

Using Jupyter notebook demos, you'll experience preliminary exploratory data analysis. You will create a classification model with XGBoost. Using third-party libraries, you will explore feature interactions, and explaining the models.

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

Text Classification for Categorizing Data Records

12 ratings at Pluralsight

This course will teach you the essential techniques to categorize data records efficiently using cutting-edge NLP techniques.

• Pluralsight
• 1 hour 9 minutes
• On-Demand
• Free Trial Available

Building Machine Learning Models on Databricks

10 ratings at Pluralsight

This course will teach you how you can build and train your traditional machine learning models using the Databricks Machine Learning runtime and MLflow to manage the end-to-end machine learning lifecycle.

• Pluralsight
• 2 hours 21 minutes
• On-Demand
• Free Trial Available

Implementing Machine Learning Workflow with Weka

In this course, you will learn how you can develop your machine learning workflow using Weka, an open-source machine learning software for data preparation, machine learning, and predictive model deployment.

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

Data Professor

Weka Data Mining Tutorials

Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.

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

Data Professor

R Data Science Project

Learn practical R data science skills through hands-on tutorials covering exploratory analysis, machine learning, data visualization, and building interactive web applications with Shiny.

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