Fundamentals of Data Science

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  • Reviews star_rate star_rate star_rate star_rate star_half 1110 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.

Very clean, great cafeteria and well sorted, very kind staff. The bathrooms have to be expanded as they might get crowded sometimes

Class had good pace, the curriculum appeared to focus on exam prep (which was good), the lab worked very well except for one small instance.

A must take course if you want to be an AWS cloud architect. It touches almost all the essential services in AWS

The instructor is very good and very accommodating and excellent in answering participant's questions.

This is the first time I have taken course on ExitCertified. It's pretty good and it's very easy to learn and the layout is nice. The labwork is also presented pretty well.

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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