Classification Algorithms Courses and Certifications

Classification Algorithms and Metrics

Master classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch. Implement metrics like AUCROC and confusion matrix while gaining hands-on experience with real-world applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Classification Algorithms and Metrics

Dive into classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch without libraries, plus implement AUCROC metrics.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Cracking Classification

Master essential classification algorithms including logistic regression, decision trees, KNN, Naive Bayes, and SVM. Learn to evaluate model performance and apply techniques to real-world datasets.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Great Learning

Classification Algorithm Tutorial - Machine Learning Tutorial

Comprehensive tutorial on classification algorithms in machine learning, covering techniques for categorizing new observations based on training data. Explores supervised learning methods and practical applications.

• YouTube
• 9 hours 40 minutes
• On-Demand
• Free Video

Supervised Learning in R: Classification

27 ratings at DataCamp

In this course you will learn the basics of machine learning for classification.

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

Support Vector Machines in R

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

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

Python Machine Learning Course Online (Self-Paced)

Master the fundamentals of machine learning with Python, from regression analysis to classification algorithms, and gain practical skills to solve real-world problems using data science libraries.

• Noble Desktop
• On-Demand
• $1,895.00

Great Learning

Application of Classification Algorithms

Explore popular classification algorithms, their comparisons, and real-world applications through a case study on employee promotion prediction using various techniques.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Microcredential

Implementing AI Algorithms from Scratch

268 ratings at CodeSignal

Master the fundamentals of AI by implementing machine learning algorithms from scratch, covering regression, classification, optimization, ensemble methods, clustering, and neural networks with hands-on coding.

• CodeSignal
• 21 hours
• On-Demand
• Free Certificate
• 6 courses

BSidesLV

Repurposing Vulnerability Tickets to Predict Severity Levels - An Introduction to Natural Language Processing and Classification Algorithms

Explore natural language processing and classification algorithms to predict vulnerability severity levels using ticket data, enhancing cybersecurity decision-making and resource allocation.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

Microcredential

Implementing AI Algorithms from Scratch

67 ratings at CodeSignal

Master the fundamentals of AI by implementing algorithms from scratch - from regression and gradient descent to neural networks, covering classification, ensemble methods, and unsupervised learning techniques.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

Microcredential

Hands-on Approaches to Handling Data Imbalance

Master techniques for handling imbalanced datasets through data preparation, advanced resampling methods, specialized algorithms, and proper evaluation metrics to build robust ML models.

• CodeSignal
• 6 hours
• On-Demand
• Free Certificate
• 3 courses

Data Science : Complete Data Science & Machine Learning

3549 ratings at Udemy

Learn and master the Data Science, Python for Machine Learning, Math for Machine Learning, Statistics for Data Science

• Udemy
• 1 day 1 hour 49 minutes
• On-Demand
• Paid Course

Machine Learning Classification Bootcamp in Python

1057 ratings at Udemy

Build 10 Practical Projects and Advance Your Skills in Machine Learning Using Python and Scikit Learn

• Udemy
• 11 hours 44 minutes
• On-Demand
• Paid Course

End to End Data Science Practicum with Knime

799 ratings at Udemy

Applied Data Science Concepts and Techniques with Knime and hands on examples

• Udemy
• 9 hours 13 minutes
• On-Demand
• Paid Course