This 11 module, 30-45 hour course builds on the BADIR(™) framework from business analytics and extends it to advanced methodologies including Logistic Regression, Linear Regression, Decision Tree and K-Means clustering. This course is ideal for current and future analysts looking to learn incremental skills to deliver higher impact using advanced methodologies. All the analysis is done using open source statistical software R and Knime. Examples and exercises draw from diverse industries such as healthcare, financial services and real estate.
Participants test their knowledge of predictive modeling by solving a real world business situation: predicting length of stay and discharge outcomes for Diabetes patients admitted at AMH hospital.
This course includes:
Why This Course?
Take-aways from intro above, plus:
Hands-on comfort in Predictive Analytics (Logistic Regression, Linear Regression, Decision Tree and K-Means Clustering using R and Knime).
BADIR 5-steps Analytics Framework (analysis techniques and effective influencing and cross-functional skills to convert insights to impact).
Quantifying impact of predictive analytics model and effective findings presentation skills.
Using R and Knime.
What You'll Get
An official Certificate of Completion for Introduction to Business Analytics, Predictive Analytics, and A/B Testing (at the conclusion of the training) with your name and instructor signature, delivered via email.
Unlimited course access for 6 months: Go back, pause, take notes, as many times as you like.
Templates, cheat sheets, and samples that help you take your training to your day-to-day work flow.
Downloadable pictures of the BADIR framework applied to Predictive Analytics to print and hang in your cube as a quick reference guide.
"Don’t be fooled by the word, Trainee. Aryng’s Trainees are nothing like a typical trainee or intern type of program. The quality of the Aryng curriculum is clearly evident based both on the caliber of the student the program attracts as well from the how adroitly the Trainee was able to apply the concepts of what they had learned to eQuest’s business data. Most importantly, the interpretation of the analysis was top-notch. I look forward to continuing working with future Trainees from Aryng."
- David Bernstein, VP Data and Analytics Advisory Division, eQuest
"Aryng’s self-paced, online training is a worthwhile substitute for the in-class experience. The training platform allows for a very engaging and varied learning experience through video lectures, short (informal) quizzes, and interactive screens to select your answers after completing the case studies/exercises, which are great for learning application. For each case study, the instructors carefully explain the data analysis methodologies and techniques they used to solve the business problem and quantify impact! Lastly, the lectures were recorded from a real class session and you can hear most of the insightful questions raised by the participants."
- Marc D, Federal Government
"IMVU engaged with Aryng for strategic guidance on scaling and improving our data infrastructure and analytics capabilities...the Aryng team exhibited the experience and gravitas required to provide excellent feedback and actionable suggestions that we are using to drive powerful changes in the ways we collect, analyze and use data throughout the company."
- James B, VP - Engineering, IMVU Inc
Piyanka Jain is the author of the Amazon bestseller book ‘Behind Every Good Decision’ and President, CEO of Aryng – an analytics consulting company focused on driving business impact with data. As a highly regarded industry thought leader in analytics, she writes for publications including Forbes, Harvard Business Review, and InsideHR. She has been a featured speaker at Microsoft, American Marketing Association conferences, Predictive Analytics World, Growth Hacker TV, GigaOm, Google Analytics User Conference, Modern Workplace. In 15+ years as an analytics leader, she has had $180M+ demonstrated impact on business.
Aryng is a unique partnership of analytics professionals with decades of experience in Fortune 100 companies, conducting analytics, building and managing Business Intelligence and Analytics teams, and delivering cumulative results in the $100s of millions. Aryng’s data analytics training and consulting practiceis the product of years of experience and our unique proprietary knowledge; not only about using analytics to generate insights but, even more importantly, how to take those insights to impact through the softer skills of communication and influencing.