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Fundamentals of Data Science

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  • Reviews star_rate star_rate star_rate star_rate star_half 1958 Ratings
  • Course Code DSC100-v002
  • Duration 2 days
  • Available Formats Virtual, Classroom

Skills Gained

  • Understand the key elements of a data science project
  • Identify the appropriate data science technique and/or algorithm to use for the major data science tasks.
  • Be aware of and be able to avoid the main data science challenges.
  • Identify key use cases.

Who Can Benefit

  • Data Consultant / Manager
  • Developer
  • Technology Consultant

Prerequisites

  • Essential:
       -None
  • Recommended:
       -Basic understanding of statistics and math
       -OpenSAP course - Getting started with Data Science (ds1)

Course Details

Course Content

  • Data Science Overview
       -Understanding Data Science
  • Exploratory Data Analysis
       -Understanding Data Preparation
  • Data Analysis and Algorithms
       -Understanding Outliers
       -Understanding Association Analysis
       -Understanding Cluster Analysis
       -Understanding Classification Analysis
       -Understanding Time Series Analysis
       -Understanding Feature Selection
       -Understanding Ensemble Methods
       -Understanding Model Deployment and Management
       -Understanding Simulation and Optimization
  • Myths and Challenges
       -Applying Data Science

Course based on software release

  • SAP BusinessObjects Predictive Analytics 3.1

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals, and private on sites. View our group training page for more information.

ExitCertified is an excellent provider - I have done 3 courses with one in Virginia so far. My next course will be to ramp up on azure

The instructor, Michalynn , was great! Class was well organized and the labs were helpful.

Fantastic course - pacing was appropriate, good blend of lectures and labs.

It was great content, some additional exam prep focus would have been nice. I believe everyone in the class has the goal of passing some AWS cert exams.

Great instructor, but the format of the class could have been better. 7 hours of straight lecture followed by a small window of lab time isn't a good way to reinforce learned topics.

0 options available

There are currently no scheduled dates for this course. If you are interested in this course, request a course date with the links above. We can also contact you when the course is scheduled in your area.

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