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| GICT Training & Certification
Certified Predictive Modeler (CPM)
Certified Predictive Modeler program covers the end-to-end concepts for predictive modelling and its strategic importance to derive insight from data to make informed business decisions. It deals with the various principles, concepts, techniques, and tools used in the predictive modelling which comp
Course Overview
Description | Objective | Learning Outcomes | Skills
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Course Overview
- Gain a solid understanding of business analytics, different types and its impact on enterprises
- Gain a solid understanding of the role of predictive analytics and its importance to any businesses
- Acquire knowledge on applying data mining techniques using open-source tool (Rapid Miner)
- Acquire knowledge on predictive modelling with regression, rule induction, decision tree and neural network
Syllabus
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Course Description
Certified Predictive Modeler program covers the end-to-end concepts for predictive modelling and its strategic importance to derive in...
Read moreCourse Objective
Participants will be equipped with practical skills to implement predictive modelling using various data analysis methods such as line...
Read more
Course Content
- Unit 1: Introduction to Business Analytics
- Unit 2: Types of Analytics
- Unit 3: Predictive Analytics
- Unit 4: Data Mining and Analytics
- Unit 5: Data Mining Tool – RapidMiner
- Unit 6: Data Preparation and Cleaning
- Unit 7: Data Mining Techniques
- Unit 8: Introduction to Predictive Modeling with Regression
- Unit 9: Introduction to Predictive Modeling with Rule Induction
- Unit 10: Introduction to Predictive Modeling with Decision Tree
- Unit 11: Introduction to Predictive Modeling with Neural Network
GICT Training & Certification
We are a pioneer in offering open source technology based (and vendor neutral) certification programs in the areas of AI/Machine Learning, Big Data/Data Science, Cloud Computing and Internet of Things (IoT)..
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