25 Best Classification Courses Online

Classification - Fundamentals & Practical Applications

Offered by Corporate Finance Institute

Classification problems are one of the most common scenarios we face in data science. This course will help you understand and apply common algorithms to make predictions and drive decision-making in business. Whether yo...

Classification Analysis

Offered by University of Colorado Boulder

The "Classification Analysis" course provides you with a comprehensive understanding of one of the fundamental supervised learning methods, classification. You will explore various classifiers, including KNN, decision tr...

AWS AutoGluon for Machine Learning Classification

Offered by Coursera

Hello everyone and welcome to this new hands-on project on ML classification with AWS AutoGluon. In this project, we will train several machine learning classifiers to detect and classify disease using a super powerful l...

Machine Learning: Classification

Offered by IBM

This course covers key supervised machine learning (ML) and classification techniques, including logistic regression, decision trees, ensemble methods, and handling unbalanced datasets. Build and evaluate classification...

Machine Learning From Basic to Advanced

Are you ready to start your path to becoming a Machine Learning Engineer!This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use p...

Accounting Data Analytics

Offered by University of Illinois Urbana-Champaign

This specialization develops learners’ analytics mindset and knowledge of data analytics tools and techniques. Specifically, this specialization develops learners' analytics skills by first introducing an analytic mindse...

Machine Learning: Algorithms in the Real World

Offered by Alberta Machine Intelligence Institute

This specialization is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domai...

Supervised Learning and Its Applications in Marketing

Offered by O.P. Jindal Global University

Welcome to the Supervised Learning and Its Applications in Marketing course! Supervised learning is the process of making an algorithm to learn to map an input to a particular output. Supervised learning algorithms can h...

Practical Data Science for Data Analysts

Offered by Corporate Finance Institute

This specialization covers essential skills in Python programming, data preparation, and foundational machine learning techniques such as linear regression and classification, providing a well-rounded introduction to dat...

Machine Learning and its Applications

Offered by University of Glasgow

This course provides a practical introduction to machine learning techniques for data analysis in MATLAB, focusing on widely used methods for real-world technical applications. You will begin by exploring the core concep...

Data Mining Methods

Offered by University of Colorado Boulder

This course covers the core techniques used in data mining, including frequent pattern analysis, classification, clustering, outlier analysis, as well as mining complex data and research frontiers in the data mining fiel...

Practical Machine Learning: Foundations to Neural Networks

Offered by Dartmouth College

You will develop the ability to rigorously formulate learning tasks using probability and statistics, distinguish Bayesian and frequentist perspectives, build linear models for regression and classification, estimate opt...

Machine Learning Foundations: A Case Study Approach

Offered by University of Washington

Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anythin...

Artificial Intelligence in Social Media Analytics

Offered by Johns Hopkins University

In the course "Artificial Intelligence in Social Media Analytics", learners will explore the intersection of artificial intelligence and social media analytics, equipping them with essential skills to navigate and analyz...

Data Analysis with Python

Offered by University of Colorado Boulder

The Data Analysis specialization will provide a comprehensive overview of various techniques for analyzing data. The courses will cover a wide range of topics, including Classification, Regression, Clustering, Dimension...

Reliability, Cloud Computing and Machine Learning

Offered by Johns Hopkins University

The course "Reliability, Cloud Computing and Machine Learning" explores advanced distributed database concepts, focusing on transaction management, reliability protocols, and data warehousing, while also diving deeper in...

Large-Scale Database Systems

Offered by Johns Hopkins University

The specialization “Large-Scale Database Systems” is intended for post-graduate students seeking to develop advanced skills in distributed database systems, cloud computing, and machine learning. Through three comprehens...

Machine Learning for Trading

Offered by Google Cloud & New York Institute of Finance

This 3-course Specialization from Google Cloud and New York Institute of Finance (NYIF) is for finance professionals, including but not limited to hedge fund traders, analysts, day traders, those involved in investment m...

Data Mining Foundations and Practice

Offered by University of Colorado Boulder

The Data Mining specialization is intended for data science professionals and domain experts who want to learn the fundamental concepts and core techniques for discovering patterns in large-scale data sets. This speciali...

Statistical Learning for Data Science

Offered by University of Colorado Boulder

Statistical Learning is a crucial specialization for those pursuing a career in data science or seeking to enhance their expertise in the field. This program builds upon your foundational knowledge of statistics and equi...

Machine Learning

Offered by University of Washington

This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experi...

Predictive Analytics

Offered by Dartmouth College

Learn to turn data into actionable insights with Predictive Analytics for Digital Transformation. This hands-on course equips you with Python skills, predictive modeling techniques, and analytics strategies to drive inno...

Machine Learning: Theory and Hands-on Practice with Python

Offered by University of Colorado Boulder

Machine Learning: Theory and Hands-on Practice with Python provides a comprehensive foundation in modern machine learning, spanning predictive modeling, unsupervised learning and visualization, and neural network–based a...

[NEW] AWS Certified AI Practitioner

Detailed Exam Domain CoverageTo help you successfully pass the AWS Certified AI Practitioner certification, I have meticulously aligned this practice exam course with the official AWS exam guide. The questions you will e...

Data Mining course for beginners

This course contains the use of artificial intelligence.Welcome to the Data Mining for Beginners course! If you want to learn how to extract useful information from data and apply this knowledge in practice, this course...