Specialized hands-on courses | BADIR: Hands-on Predictive Analytics

Hands-on Predictive Analytics Course

Advance statistical modeling skills using R for data analysts and data scientists

Our Clients

  • cdfgfvcf
    Develop data
    science expertise

    Learn a step-by-step approach to building predictive models using R

  • csd vdfb
    Drive business
    impact

    Build efficient predictive models and influence stakeholders to turn models into actions

  • dcffg
    Get more out
    of data

    Learn feature engineering methods to drive more value out of data

  • cdfgfcvfb
    Become an
    influencer

    Become a thought partner to your stakeholders

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The Aryng differentiator

  • Diff

    Learn from renowned
    Silicon Valley industry
    experts

  • csfgrht

    Get BADIR, a tried and
    tested framework to solve
    growth problems

  • adretr

    Learn how to identify and
    solve highest value
    problems

  • dfetgrytdwret

    Drive career growth through
    key decision-science and
    data-science skills

Meet the trainers

  • Piyanka Jain
  • Ram kumar
  • Yash Shah
  • 7 weeks course| 2 hours/week
  • Solve 2 industry use cases with real data
  • cdv
    3 most commonly used predictive analytics technique
  • cdvxcdv
    Monthly mentoring | 24/7 LinkedIn community

Tools and methods

Pre-requisites: BADIR - Hands-on Business Analytics, Programming background

predective

This course is an applied, hands-on predictive analytics course covering the most commonly used predictive analytics techniques in the business world, using R. Course includes

  • 1
    Linear regression
  • 2
    Logistic Regression
  • 3
    Decision Tree
  • 4
    Decision Science

Aryng vs. other programs

Masters or
diploma courses

Learning
platform courses

Aryng

Job-ready, hands-on training
Focused on solving real Business problem for industry Rare Marginal
Learning of end-to-end process of Data Science project Modular Modular
Taught by analytics experts with Fortune 100 experience Rare
Technical as well as non-technical (business / soft skills) Rare
Lifetime access to live community of fellow learners Rare
1-on-1 access to Data Science expert instructions Rare
Flexible, self-placed, online courses
Industry-recognized certification Accredited Inconsistent Professional Certification
Cost
$$$$$
$/free
$$

Benefits included

  • An official social media ready course completion certificate
  • 12 months of access to all course content and videos. Go back, pause, take notes, as many times
  • Templates, cheat sheets, and samples that help you take your training to your day-to-day
  • Lifetime access to LinkedIn class group for continued learning and support
  • Group mentoring every month with Aryng experts
  • Flexible Learning

The course at a glance

Topic Duration
Introduction to R + functions and libraries used for analysis in R 240 minutes + exercises
Modeling using R: Logistic Regression, Linear Regression, Decision Trees, and Model comparison techniques 90 minutes + exercises
Predictive Analytics: Hands-on BADIR using marketing, product, and operations scenarios from a bank:
  • Get to the real business question
30 minutes + exercises
  • Layout the analysis plan
70 minutes + exercises
  • Data Collection
15 minutes
  • Derive insights using the test results
210 minutes + exercises
  • Quantifying impact
11 minutes + exercises
  • Make actionable recommendations
10 minutes
  • Walkthrough the case simulation
70 minutes
 
 
 

Frequently asked questions

  • How long does it take to complete the course?
    This course consists of 7 sections, each with 2 hours of self-paced online lectures. Apart from that 4-6 hours per week will be spent on doing Exercises and assignments.
  • What background knowledge is necessary to take this course?
    You need familiarity with programming, BADIR: Business Analytics course, passion for learning data, and a knack for storytelling. You must also score 20 or higher on the Aryng’s Aptitude Assessment.
  • Do I get a certificate at the completion of the course?
    Yes, after taking the course, you will get the certification of completion. This is a foundational course for BADIR Black Belt Certification.