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

Hands-on Predictive Analytics Course

Advance statistical modeling skills using Python 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 Python

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    Drive business
    impact

    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
    influencer

    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)

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

  • 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

predective

This course is an applied, hands-on predictive analytics course covering the most commonly used predictive analytics techniques in the business world, using Python. 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 Python + functions and libraries used for analysis in Python 240 minutes + exercises
Modeling using Python: 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 9 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.