CERTIFIED DATA ANALYTICS ASSOCIATE (CDAA™)
JP
About the Program A Certified Data Analytics Associate (CDAA™) successfully applies process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.
Program Objectives
At the end of the program, participants should be able to:
- The ALPHA Certified Data Analytics Associate (CDAA) has been designed to give you in-depth knowledge of the various data analytics techniques that can be performed using MS Excel, Open Refine, Tableau, etc.
- Mastering basic statistical concepts. The course also includes various statistical concepts such as basic hypothesis testing, correlation, and regression analysis.
- The program also equips participants of the best practices in data storytelling which is a critical skill for modern professionals in the 21st century workplace.
Skills to Learn
This data analyst certification course will enable you to:
- Gain a foundational understanding of data analytics
- Apply data cleaning tools in MS Excel and Open Refine
- Understand and use the various graphical analysis tools in Tableau
- Gain a basic understanding of various statistical concepts
- Understand and use hypothesis testing method to drive business decisions
- Understand and use correlation and regression in MS Excel
Target Participants
There is an increasing demand for skilled data scientists across all industries, making this data science certification course well-suited for participants at all levels of experience.
We recommend this Data Science training particularly for the following professionals:
- IT professionals looking for a career switch into data science and analytics
- Software developers looking for a career switch into data science and analytics Professionals working in data and business analytics
- Graduates looking to build a career in analytics and data science
- Anyone with a genuine interest in the data science field
- Experienced professionals who would like to harness data science in their fields problem definition, problem analysis, root cause analysis, improvements generation and monitoring.
What are the pre-requisites for this course?
Prerequisites: There are no prerequisites for this data science online training course. If you are new in the field of data science, this is the best course to start with.
How to Get Certified?
Complete the classes, pass and present the capstone project and pass the certification examination.
Certified Data Analytics Associate (CDAA) Program Outline
Phase 1: Data Management
- Introduction to Data Science and Data Analytics
- Basic Data Management
- Data Types
- Data Cleaning using Excel and Open Refine
Phase 2: Data Visualization
- Types of Viz
- Basics of Data Viz
- Creating Viz and Dashboard using Excel and Tableau
Phase 3: Data Statistics
- Statistics 1 (Basic Stats - Descriptive Statistics)
- Statistics 2 (Inferential Statistics - Hypothesis Testing, etc)
Phase 4: Operational Analytics
- Regression Analysis using Excel
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The provided video lectures are short but comprehensive! Very informative!
Overall, this is a great certification training and experience for an Industrial Engineering student like me. The videos provided here were brief and comprehensive. The online meetings also helped me understand this course more. I feel confident in my ability to pass the certification exam and apply the knowledge I gained to my work.
The course was very useful for IE students like me, as we will likely use the knowledge we have gained from this course in our workplace in the future.
Great presentation
JT
FV
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