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EMCDSA : Data Science and Big Data Analytics v2
TRAINING AND CERTIFICATION
Overview
This course provides practical foundation level training that enables immediate and effective participation in Big Data and other analytics projects. It includes an introduction to Big Data and the data analytics lifecycle to address business challenges that leverage Big Data.
The course provides grounding in basic and advanced analytic methods and an introduction to Big Data analytics technology and tools, including MapReduce and Hadoop. Labs offer opportunities for students to understand how these methods and tools may be applied to real world business challenges by a practicing data scientist.
The course takes an “open”, or technology-neutral approach and includes a final lab which addresses a big data analytics challenge by applying the concepts taught in the course in the context of the data analytics lifecycle. The course prepares the student for the Dell EMC Proven™ Professional Data Scientist Associate (DCA-DS) certification exam.
Audience Profile
This course is intended for individuals seeking to develop an understanding of Data Science from the perspective of a practicing Data Scientist, including:
- Managers of teams of business intelligence, analytics, and big data professionals
- Current Business and Data Analysts looking to add big data analytics to their skills.
- Data and database professionals looking to exploit their analytic skills in a big data environment
- Recent college graduates and graduate students with academic experience in a related discipline looking to move into the world of data science and big data
- Individuals seeking to take advantage of the EMC Proven™ Professional Data Scientist Associate (EMCDSA) certification
Prerequisities
To complete this course successfully and gain the maximum benefits from it, a student should have the following knowledge and skill sets:
- A strong quantitative background with a solid understanding of basic statistics, as would be found in a statistics 101 level course
- Experience with a scripting language, such as Java, Perl, or Python (or R). Many of the lab examples taught in the course use R (with an RStudio GUI), which is an open source statistical tool and programming
- Experience with SQL
At Course Completion
Upon successful completion of this course, participants should be able to:
- Immediately participate as a data science team member
- Work with large data sets and generate insights
- Build predictive and classification models
- Manage a data analytics project through the entire lifecycle
Course Outline
| Course Information |
|---|
| EXAM CODE DEA-7TT2 |
| DURATION 5 Days |
| CERTIFICATION EMC Data Scientist Associate |
| Schedule |
|---|
22-26 Jan 2024 26 Feb 2024 - 1 Mar 2024 11-15 Mar 2024 (Penang Date) 3-7 Jun 2024 9-13 Sep 2024 14-18 Oct 2024 (Penang Date) 16-20 Dec 2024 |
PMP, Project Management Professional (PMP), CAPM, Certified Associate in Project Management (CAPM) are registered marks of the Project Management Institute, Inc.