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FREE Self-Paced Online Citizen Data Scientist Course

Your world is complicated and it may be difficult to find the time for learning and personal and professional growth. If you, or your business management, decide to take the Citizen Data Scientist journey, this FREE self-paced, online Citizen Data Scientist course can help you along the path from business user to Citizen Data Scientist. It is designed for individual study and includes video, slides, lectures and supporting documentation for further study and reference.

This FREE Online Citizen Data Scientist course is designed to support businesses and prospective Citizen Data Scientist candidates with self-paced study sections to educate and inspire.

Students Who Take This Course Can…

  • Explain the Citizen Data Scientist Concept and its Benefits
  • Discuss and Use Analytical Concepts and Techniques Including Predictive Analytics Algorithms
  • Review and Create Business Use Cases for Analysis of Customer Churn, Preventive Maintenance and Other Issues
  • Leverage Smarten Augmented Analytics Tools
  • Collaborate with Team Members, IT and Management to Plan for Citizen Data Scientist Initiative
  • Champion Citizen Data Scientist Initiative
  • Begin the Citizen Data Scientist Journey within their Enterprise

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Course Content

Citizen Data Scientist Course Overview

Summary: An overview of the Citizen Data Scientist course, its benefits and what participants might expect to gain from the course, including improved data literacy, support for user adoption of augmented analytics tools, and an understanding of the basic algorithms and analytical techniques used in the process.

Download: Smarten-CDS Supporting Doc – Overview

Section 1 – Introduction

Summary: An introduction to the Citizen Data Scientist topic, including a brief discussion of the purpose and intent of the course. By the end of this course, participants will understand the role and value of Citizen Data Scientists and the benefits to the organization, as well as the integration points and cultural shifts that will position analytical professionals and Citizen Data Scientists to work more productively. Participants will gain a basic understanding of applicable analytical techniques, including predictive analytics, how to apply these techniques to real world business use cases and the augmented analytics tools they can use to make fact-based decisions and move the organization forward.

Download: Smarten-CDS Supporting Doc – Section 1

Section 2 – Definition and Profile of Citizen Data Scientist

Summary: A definition of the Citizen Data Scientist role, an overview of the ideal Citizen Data Scientist candidate within an enterprise and a snapshot of how the Citizen Data Scientist will fit in the organization.

Download: Smarten-CDS Supporting Doc – Section 2

Section 3 – Benefits of Citizen Data Scientist

Summary: The Benefits of the Citizen Data Scientist approach, and an overview of Gartner Strategic Assumptions about the adoption of the Citizen Data Scientist approach within the enterprise.

Download: Smarten-CDS Supporting Doc – Section 3

Section 4 – Analytical Roles and Processes

Summary: Analytical Roles and Processes, how Citizen Data Scientists will collaborate with Data Scientists and ease the workload of Data Scientists and an overview of the Citizen Data Scientist Workflow and Process.

Download: Smarten-CDS Supporting Doc – Section 4

Section 5 – What is Predictive Analytics

Summary: A definition of Predictive Analytics, how it can be used in the enterprise and why it is important to the organization.

Download: Smarten-CDS Supporting Doc – Section 5

Section 6 – Machine Learning Techniques

Summary: What is Machine Learning and what are the common Machine Learning techniques?

Download: Smarten-CDS Supporting Doc – Section 6

Section 7 – Analytical Techniques – Part 1

Summary: Part one of a discussion of analytical techniques and methods including Trends and Patterns, Sampling, Outliers, Forecasting, Classification, Clustering, Correlation, Regression, Frequent Pattern Mining, Hypothesis Testing and Descriptive Statistics.

Download: Smarten-CDS Supporting Doc – Section 7

Section 8 – Analytical Techniques – Part 2

Summary: Part two of an analytical techniques discussion, including examples and a breakdown of forecasting techniques, e.g., Holt Winters and ARIMA and , classification techniques, including Logistic Regression and Binary Logistic Regression, etc.

Download: Smarten-CDS Supporting Doc – Section 8

Section 9 – Analytical Techniques – Part 3

Summary: Part three of the discussion of analytical techniques including an overview of limitations and uses of Clustering and Correlation, Descriptive Statistics, Hypothesis Testing and more, and examples of these techniques. This section also offers supporting documentation and a listing of detailed documentation to define each of the analytical techniques and provide use cases and examples for each.

Download: Smarten-CDS Supporting Doc – Section 9

Section 10 – Predictive Analytics Use Cases

Summary: Dive into augmented analytics and analytical techniques with real-world business use cases and examples for Fraud Mitigation, Maintenance Management, Quality Control, Demand Planning, Customer Targeting and more!

Download: Smarten-CDS Supporting Doc – Section 10

Section 11 – Assisted Predictive Modeling in Action

Summary: A deep dive look at Assisted Predictive Modeling and how Citizen Data Scientists can leverage these techniques to solve business problems, discover business opportunities and identify trends and patterns, using simple, intuitive auto-insights and natural language processing (NLP) search analytics.

Download: Smarten-CDS Supporting Doc – Section 11

Section 12 – Conclusion

Summary: The conclusion of the Citizen Data Scientist introductory course material, including contact information and supporting documentation for further research and education.

Download: Smarten-CDS Supporting Doc – Section 12

Download: Citizen-Data-Scientist-Worksheet

Aspire, Inspire, Become! Find your path, with our FREE online Citizen Data Scientist training course. You choose the time. You choose the place. You choose the pace. And, it’s all FREE!

Find out more about our in-person one-day Citizen Data Scientist workshop and our one-day instructor-led online Citizen Data Scientist workshop.

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Get started today with our self-paced FREE online Citizen Data Scientist course.

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