Decision Tree

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AI skills for Engineers: Supervised Machine Learning (edX) EdX
Delft University of Technology,DelftX

AI skills for Engineers: Supervised Machine Learning (edX)

Discover the essential principles of machine learning tailored specifically for engineering professionals. This course will guide you through the application of various classification and regression techniques using Python's powerful scikit-learn library. You'll learn how to leverage these models for making predictions in a variety of engineering contexts, from predicting object properties to optimizing complex systems.

Self Paced
Self-Paced
Classification Analysis (Coursera) Coursera
University of Colorado Boulder

Classification Analysis (Coursera)

Dive into the 'Classification Analysis' course and unlock a deep understanding of how to classify data using various powerful algorithms. This comprehensive course on Coursera will guide you through key classifiers like K-Nearest Neighbors (KNN), Decision Trees, Support Vector Machines (SVM), Naive Bayes, and Logistic Regression. You'll gain practical experience by applying these techniques to actual datasets, enhancing your ability to perform data analysis effectively.

Jul 20th 2026
5-12 Weeks
Foundations of Machine Learning (Coursera) Coursera
Fractal Analytics

Foundations of Machine Learning (Coursera)

Discover the power of machine learning with our foundational course designed to equip you with essential skills in algorithm development, data analysis, and model evaluation. Whether you're a beginner or looking to deepen your understanding, this course breaks down complex topics into manageable lessons, ensuring you build a strong foundation for future advancements in AI.

Jul 20th 2026
5-12 Weeks
Data Preparation and Analysis (Coursera) Coursera
Illinois Tech

Data Preparation and Analysis (Coursera)

Discover the fundamentals of data preparation and analysis in this engaging Coursera course. Whether you're new to data science or looking to refine your analytical skills, this course will guide you through the entire process of turning raw data into actionable insights. From data cleaning and descriptive analytics to model training and interpretation, you'll gain a thorough understanding of how to effectively analyze data for informed decision-making.

Jul 20th 2026
5-12 Weeks
Machine Learning Using SAS Viya (Coursera) Coursera
SAS

Machine Learning Using SAS Viya (Coursera)

Discover the fundamentals of supervised machine learning models using SAS Viya in this engaging online course. Gain a strong grasp on theory, practical application, and the entire analytical life cycle—from problem understanding to model deployment. Perfect for data scientists, analysts, and professionals looking to enhance their skills in predictive analytics and solve complex business problems.

Jul 6th 2026
5-12 Weeks
Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera) Coursera
SAS

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera)

Dive deep into the world of Machine Learning with 'Machine Learning Under the Hood'. This course unravels the complexities of ML, offering insights into its foundational principles, data analysis techniques, reliability of insights, and performance evaluation of predictive models. Perfect for business professionals aiming to harness the power of machine learning.

Mar 23rd 2026
4 Weeks
Predictive Analytics and Data Mining (Coursera) Coursera
University of Illinois at Urbana-Champaign

Predictive Analytics and Data Mining (Coursera)

Dive into the world of Predictive Analytics and Data Mining with our expert-led course. Gain a deep understanding of how to leverage big data to make informed business decisions, improve forecasting accuracy, and stay ahead in today's competitive market. Perfect for professionals looking to enhance their analytical skills and drive strategic growth.

Sep 11th 2023
4 Weeks