Classification Courses and Certifications

Practical Introduction to Machine Learning with Python

271 ratings at Udemy

Quickly Learn the Essentials of Artificial Intelligence (AI) and Machine Learning (ML)

• Udemy
• 4 hours 18 minutes
• On-Demand
• Paid Course

EIT Digital;  Politecnico di Milano

Data Science for Business Innovation

261 ratings at Coursera

Learn to leverage data science for business innovation, covering key concepts, methods, and real-world applications. Gain insights into machine learning, analytics, and data-driven strategies to create value and drive organizational success.

• Coursera
• 7 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Introduction for Everyone

252 ratings at Coursera

Comprehensive introduction to machine learning concepts, applications, and techniques. Covers supervised/unsupervised learning, classification, regression, and model evaluation through hands-on labs and a final project.

• Coursera
• 7 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Practical Engineering Data Mining: Techniques and Uses

Master data mining fundamentals and techniques through hands-on engineering applications, from preprocessing to clustering, while implementing real-world case studies across manufacturing, healthcare, and business sectors.

• Coursera
• 11 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

XAI: Explainable AI

216 ratings at Udemy

How to explain your machine learning models in Python

• Udemy
• 2 hours 2 minutes
• On-Demand
• Paid Course

TensorFlow 101: Introduction to Deep Learning

190 ratings at Udemy

Ready to build the future with Deep Neural Networks? Stand on the shoulder of TensorFlow and Keras for Machine Learning.

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

ChatGPT for Python Data Science and Machine Learning

173 ratings at Udemy

Master Data Analysis, Regression, Classification, Clustering and Pandas Coding with ChatGPT! A Project-based Course.

• Udemy
• 14 hours 4 minutes
• On-Demand
• Paid Course

Statistical Learning

Explore cutting-edge statistical analysis techniques, from regression to advanced methods like kernel smoothing and support vector machines. Enhance data interpretation skills with hands-on Python examples.

• Coursera
• 4 days 18 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Bio-inspired Artificial Intelligence Algorithms

167 ratings at Udemy

Genetic algorithm, differential evolution, neural networks, clonal selection, particle swarm, ant colony optimization

• Udemy
• 8 hours 24 minutes
• On-Demand
• Paid Course

UX and Information Architecture Basics for Technical Writers

164 ratings at Udemy

Learn 3 taxonomy development and 2 card sorting techniques for designing info architecture and user experience research

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

Complete PySpark & Google Colab Primer For Data Science

160 ratings at Udemy

Develop Practical Machine Learning & Neural Network Models With PySpark and Google Colab

• Udemy
• 4 hours 23 minutes
• On-Demand
• Paid Course

Supervised Learning and Its Applications in Marketing

Learn to apply supervised learning techniques in marketing using Python, focusing on customer segmentation, churn prediction, recommendation systems, and predictive modeling to drive data-driven business decisions.

• Coursera
• 21 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Information Retrieval and Mining Massive Data Sets

132 ratings at Udemy

Learn various techniques to build a Google scale Information Retrieval System.

• Udemy
• 1 day 15 hours 9 minutes
• On-Demand
• Paid Course

No-Code and No-Math Machine Learning

133 ratings at Udemy

Machine learning for everyone! Google Vertex AI, Data Robot AI, Obviously AI, Big ML, Microsoft Azure and Orange!

• Udemy
• 5 hours 7 minutes
• On-Demand
• Paid Course

2025 Advanced Machine Learning and Deep Learning Projects

127 ratings at Udemy

Text Embedding, Clustering, Classification | Image Clustering, Classification, Text to Image Search

• Udemy
• 5 hours 21 minutes
• On-Demand
• Paid Course