General Boosting & Bagging

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Build an ensemble of machine learning algorithms using boosting and bagging methods. This course teaches building and applying prediction functions with a strong focus on the practical application of machine learning using boosting and bagging methods. The course path will include a range of model based and algorithmic machine learning methods such as Random Forest, Boosting & Bagging methods and Support Vector Machines. Download Course Details

Learning Mode: Online

Certification: Jigsaw Academy

Course Duration: 1 month

Access Duration: 3 months

What you get

Faculty & Technical Support

Mobile App Access

Case Studies

UChicago Certification

Guaranteed Internships

IBM Certification

In-Person Faculty Support

Placement Support

Capstone Project

Online Classes

Online Q&A Sessions

IOT Hardware Kit

Not Applicable

Applicable

* T&C apply

Tools & Curriculum Covered

Pre-Requisites: Basic understanding of statistics, classification and regression techniques, language of R and the basics of machine learning

Decision Tree Ensemble : Bagging and boosting, Hands on Session in R

Case Study: Analysis of Credit Data

Case Study: The Titanic Accident

Case Study: Comparing Algorithms

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Faqs

You can start by browsing through our Explore Analytics section. You could also visit our Analytics Training blog for more reading material, reports and in-depth articles on other topics like data science, machine learning, artificial intelligence, Big Data and IOT. If you’d prefer watching videos, head over to our Youtube channel.

Participants can pay through an online transfer, debit card or credit card (Visa, Master Card and Amex). Foreign students can pay via credit card or PayPal.

Our programs have been designed for all students regardless of any prior knowledge of analytics, statistics or coding. We have had and continue to have many successful students who are from non-IT or non-mathematics backgrounds. But the subject matter is quantitative, and hence a background in maths, statistics or coding is helpful. If you have specific questions regarding eligibility or prerequisites for any program, please contact us at +91 9019217000.

Jigsaw Academy has been at the forefront of analytics in India for the last 8 years. In that time, the institute has been ranked #1 in the country by Analytics India Magazine multiple times, including for the last three years running. With our expert faculty and carefully designed courses, we have been able to help several students build towards a career in analytics. We also have ongoing collaborations with prestigious institutes such as the University of Chicago and Bocconi University in Milan. In addition to individuals, we are also invested in providing high-quality analytics training at the corporate level.

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