Masterclass Certificate in Decision Trees for Business Decisions

Name: Masterclass Certificate in Decision Trees for Business Decisions
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The Masterclass Certificate in Decision Trees for Business Decisions is a comprehensive course that equips learners with essential skills to make informed business decisions using decision tree models. This program is critical for professionals in data analysis, business intelligence, and management, as it provides a structured and systematic approach to decision-making.

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AboutThisCourse

The course covers various decision tree techniques, including classification, regression, and ensemble methods. Learners will also gain hands-on experience in implementing these techniques using popular data analysis tools such as Python, R, and SQL. With the increasing demand for data-driven decision-making, this certificate course is an excellent opportunity for professionals to enhance their analytical skills and career prospects. By the end of the course, learners will be able to apply decision tree models to real-world business scenarios and provide strategic insights to drive business growth.

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CourseDetails

• Introduction to Decision Trees
• Types of Decision Trees: Classification and Regression Trees
• Building a Decision Tree: Data Preparation and Feature Selection
• Decision Tree Algorithms: ID3, C4.5, CART, and CHAID
• Implementing Decision Trees in Python and R
• Overfitting and Pruning in Decision Trees
• Evaluating Decision Tree Performance: Accuracy, Precision, Recall, and F1 Score
• Ensemble Methods with Decision Trees: Bagging, Boosting, and Random Forest
• Real-World Applications of Decision Trees in Business Decisions

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Google Charts 3D Pie Chart: Decision Trees for Business Decisions Job Market Trends in the UK

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ProficiencyEnglish
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FastTrack GBP £140

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ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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MASTERCLASS CERTIFICATE IN DECISION TREES FOR BUSINESS DECISIONS

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London School of International Business (LSIB)

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05 May 2025

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