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

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    Develop data
    science expertise

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

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    Drive business

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

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    Get more out
    of data

    Learn feature engineering methods to drive more value out of data

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    Become an

    Become a thought partner to your stakeholders

“Hi, I am Simona G., and I live and work in Rotterdam, the Netherlands. In 2014 I was considering a shift from all-around B2B Marketing to a more ROI, data-driven Marketing role. I was not only fascinated by the business insights generated by my Business Intelligence colleagues, but I also came to realize that I would love to use my quantitative and analytical skills to their fullest. So, when Data Analysis came out as the skill needed to fill in the gap, it took me a good couple of weeks of an internet search to eventually choose Aryng´s Business Analytics and Testing online module. This online course is really great. Piyanka and Mukul dive into the dry statistical methods and apply them directly to real-life scenarios and cases, such as a travel agency, an online gaming company, e-commerce company Umazon, and Shamzon. The hands-on Excel walk-throughs are a wonderful practical tool. The cases focus as much on the business briefing process and actionable recommendations rolling out from the analysis as they focus on the data handling and analysis itself. There is a brief reference to the tooling available when it comes to data warehouse management, reporting and visualization, and Marketing automation. Last, but not least, following these modules I got a context to place the data analysis as a very specific skill. Some of the online study hours I experienced as real consulting sessions with professionals in Big Data Analytics. They come with those do’s and don’ts which are crucial to effectiveness in a role as a Data Analyst. What I personally appreciate is also the fact that Piyanka is accessible and responsive in the communication during the course. I warmly recommend the Aryng online courses.”

Simona G (Marketer, Tellus)

“I feel this training was great for me as I learned a structured approach to drafting the right business questions, constructing an efficient analysis and data collection plan, and deriving actionable insights to aid the key business decisions. Being a ‘data’ guy assisting business leaders and key stakeholders, I believe I can leverage the methodologies and practical techniques learned from this course to deliver results in a more concise and timely fashion, and indeed I have started reaping the benefits of this course already. I would recommend this course for anyone who is interested in expanding their knowledge base in analytics with a great learning opportunity from the senior experts in this field of study.”

Ashok D (Business System Analyst, PayPal)

"A very practical approach with real-world scenarios not taught in Harvard or business schools (ISB, IIM, ...). Exposes to simple yet very powerful handy frameworks that can be used to analyze, derive insights and provide recommendations not only to business problems but also can be widely applied to day to day life challenges (a whole new thought process for problem-solving)"

Dheera Settipalli (Senior Project Manager, Genpact)

"I feel more comfortable with the concepts behind data-driven business decisions after taking the course."

Ryan F (Innovation Specialist, Lean Taas Inc)

“I left today MORE CONFIDENT than ever to CONQUER BIG DATA. Thank you.”

Gines (Customer Success Manager, Box Inc)

The Aryng differentiator

  • Diff

    Learn from renowned
    Silicon Valley industry

  • csfgrht

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

  • adretr

    Learn how to identify and
    solve highest value

  • dfetgrytdwret

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

  • 7 weeks course| 2 hours/week
  • Solve 2 industry use cases with real data
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    3 most commonly used predictive analytics technique
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    Monthly mentoring | 24/7 LinkedIn community

Tools and methods

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


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

platform courses


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

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.