Decision Trees Courses and Certifications

Data Mining with R: Go from Beginner to Advanced!

428 ratings at Udemy

Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques.

• Udemy
• 11 hours 54 minutes
• On-Demand
• Paid Course

10 Days: Prompt Engineering, Generative AI and Data Science

394 ratings at Udemy

All-in-One Prompt Engineering, Generative AI & Data Science Bootcamp: Build a Portfolio with GenAI & AI Agents Projects

• Udemy
• 14 hours 33 minutes
• On-Demand
• Paid Course

Practical Machine Learning with Scikit-Learn

363 ratings at Udemy

Learn the most powerful machine learning algorithms in under an hour

• Udemy
• 1 hour 7 minutes
• On-Demand
• Free Online Course

AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)

355 ratings at Udemy

Build a Solid Conceptual Foundation on Machine Learning, Large Language Models (LLMs) and Agentic AI along with MLOps

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

Python Machine Learning Immersive (Live Online)

330 ratings at CourseHorse

Master the essential skills to excel in the booming field of machine learning, including regression and classification algorithms, feature selection, and model evaluation.

• CourseHorse
• On-Demand
• $1,895.00

Artificial Intelligence Foundations: Machine Learning

3421 ratings at LinkedIn Learning

Learn about the machine learning lifecycle and the steps required to build systems in this hands-on course.

• LinkedIn Learning
• 1 hour 51 minutes
• On-Demand
• Free Trial Available

Data Mining Methods

71 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 35 minutes
• On-Demand
• Paid Course

Predictive Analytics Project Ideation

Master predictive analytics through hands-on project ideation, from basic ML models to advanced techniques, using design sprints to tackle real business challenges like customer churn prediction.

• Coursera
• 13 hours 5 minutes
• On-Demand
• Paid Course

Machine Learning Master Class |With LLM, RAG, AI Agents, XAI

222 ratings at Udemy

Comprehensive Course Covering Machine Learning, Deep Learning, Explainable AI and AutoML

• Udemy
• 9 hours 54 minutes
• On-Demand
• Paid Course

Microcredential

Statistical Learning for Data Science

20 ratings at Coursera

Gain advanced statistical learning techniques for data science, including model selection, regression, classification, and unsupervised learning. Develop skills to explain and justify models effectively.

• Coursera
• 16 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Predictive Analytics

1 review

Master the tools of predictive analytics in this statistics based analytics course.

• edX
• 7 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science for Smart Cities

Learn various scientific techniques that will allow the analysis, inference and prediction of large-scale data (e.g. GPS vehicular data, social media data, mobile phone data, individual social network data etc.) that are present in city networks.

• edX
• 16 weeks, 6-9 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning: Supervised Learning

12 ratings at Coursera

Explore supervised ML algorithms, prediction tasks, and model selection. Learn to improve performance using linear/logistic regression, KNN, decision trees, ensembling methods, and kernel techniques like SVM.

• Coursera
• 22 hours 48 minutes
• On-Demand
• Paid Course

Artificial Intelligence Blueprint™: Machine Learning

211 ratings at Udemy

Discover Artificial Intelligence & Machine Learning: Learn about AI and understand Machine Learning Algorithms & Tools

• Udemy
• 1 hour 7 minutes
• On-Demand
• Paid Course

Advanced Data Science Techniques in SPSS

206 ratings at Udemy

Hone your SPSS skills to perfection - grasp the most high level data analysis methods available in the SPSS program.

• Udemy
• 6 hours 41 minutes
• On-Demand
• Paid Course