Classification Algorithms Courses and Certifications

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 Online Course

Microcredential

Accounting Data Analytics

Develop an analytics mindset and master data analytics tools in accounting, from Excel to Python, covering visualization, analysis, and machine learning applications.

• Coursera
• 30 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

• Coursera
• 18 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Data Science : Complete Data Science & Machine Learning

3207 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

887 ratings at Udemy

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

• Udemy
• 12 hours
• On-Demand
• Paid Course

Machine Learning In The Cloud With Azure Machine Learning

240 ratings at Udemy

Introduction to machine learning in the cloud with Azure Machine Learning.

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

The Complete Healthcare Artificial Intelligence Course 2022

63 ratings at Udemy

Creating powerful AI model for Real-World Healthcare applications with Data Science, Machine Learning and Deep Learning

• Udemy
• 19 hours
• On-Demand
• Paid Course

Apply cutting-edge machine learning techniques to real-world business applications.

• Coursera
• 24 weeks, 10-12 hours a week
• On-Demand
• Paid Course

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

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

Building Classification Models with scikit-learn

48 ratings at Pluralsight

Learn to implement and evaluate various classification algorithms in scikit-learn, from logistic regression to advanced techniques like Support Vector Machines and Stochastic Gradient Descent.

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

Supervised Learning in R: Classification

25 ratings at DataCamp

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

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

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 Online Course

OWASP Foundation

MLSec Going Deeper

Explore advanced machine learning security concepts, including adversarial samples, attack strategies, and defensive techniques for various ML models.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Logistic Regression - Day 6

Explore logistic regression in machine learning and neural networks, covering key concepts and applications for binary classification problems.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course