Decision Tree

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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.

Jun 22nd 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.

Jun 15th 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.

Jun 8th 2026
5-12 Weeks
Machine Learning Algorithms (Coursera) Coursera
Sungkyunkwan University - SKKU

Machine Learning Algorithms (Coursera)

Dive into the core concepts of Machine Learning with our expert-led course. Gain a deep understanding of key algorithms such as Naïve Bayes, Support Vector Machines, Decision Trees, and Clustering. Perfect for those comfortable with Python programming and basic mathematics including matrix operations and conditional probability.

Jun 8th 2026
4 Weeks
Machine Learning in Retail (Coursera) Coursera
Coursera Project Network

Machine Learning in Retail (Coursera)

Discover how machine learning can revolutionize your approach to understanding customer behavior in the retail sector. This course equips you with essential skills to analyze and segment customers effectively, providing valuable insights that drive smarter business decisions. Whether you're looking to enhance marketing strategies or optimize store operations, this course offers a practical application of machine learning techniques tailored for retail analysts.

Jun 8th 2026
1 Week
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
Introduction to Machine Learning: Supervised Learning (Coursera) Coursera
University of Colorado Boulder

Introduction to Machine Learning: Supervised Learning (Coursera)

Embark on a journey into the world of supervised machine learning with this foundational online course. Designed for beginners and advanced learners alike, you'll delve into essential algorithms like linear and logistic regression, K-nearest neighbors (KNN), decision trees, random forest, boosting techniques, and kernel methods such as support vector machines (SVM). This course is perfect for those looking to harness the predictive power of data.

Mar 2nd 2026
5-12 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