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Data Science Foundation Training

at GreyCampus - Online

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Course Details
Price:
$200
Start Date:

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Location:
Online
Los Angeles, California
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Important:
Early Bird Price until Dec. 12, $400 thereafter.
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Description
Class Level: All levels
Age Requirements: 16 and older
Average Class Size: 12

Flexible Reschedule Policy: This provider has flexible, free rescheduling for any-in person workshop. Please see the cancellation policy for more details

What you'll learn in this data science course:

The Data Science foundation course provides you with an overall landscape of Data Science and also introduces you to analysing data using Python. The course covers concepts on probability, statistics fundamentals, hypothesis testing & data sets. By the end of the training you will be able to build a project and publish on your GitHub.

The 2 day live instructor-led workshop by a Data Scientist is suitable from freshers to seasoned professionals. The training is a perfect mix of theoretical and practical sessions preparing you to analyse data sets using Python.

This training session will help you:

  • Understand the importance of Data Science & Applications
  • Learn the core concepts of probability and statistics for Data Science
  • Get acclimatized with R & R studio
  • Install Python software and get introduced to various Python IDEs
  • Work on data sets & analyse it
  • Implement & execute projects using Python

Course Outline

  • Introduction to Data Science
  • Probability & Statistics
  • Understanding Data
  • Introduction to R, and R Studio
  • Introduction to Python and IDE for python
  • Introduction to Working with Data
  • Creating project on GitHub
  • Data Cleaning and Exploration

Skills

  • Learn the foundation mathematical, statistical & programming skills of Data Science.

Alignment

  • The course content is aligned to equip you with the knowledge to build projects using Python.

Outcome

  • Work on Exploratory Data Analytics of the Supermarket Chain project and publish it in your GitHub profile.

Introduction to Data Science

  • Data Science Overview
  • Terminologies in Data Science
  • Applications of Data Science
  • Life Cycle of a Data Science Projects
  • Data Science Tools & Technologies

Probability & Statistics

  • Probability for Data Science
  • Measures of Central Tendency
  • Measures of Dispersion
  • Descriptive Statistics
  • Probability Distributions
  • Hypothesis Testing

Understanding Data

  • Different Variable Data Types
  • Variable Identification
  • Introduction to dataset

Introduction to R, and R Studio

  • What is R programming
  • Installation of R software
  • Basic code execution in R shell
  • R packages & studio

Introduction to Python and IDE for python

  • What is Python programming
  • Installation of Python software
  • Basic code execution in Python shell
  • Various IDE options for Python
  • Introduction and code execution in Spyder/Jupyter

Introduction to Working with Data

Creating project on GitHub

Data Cleaning and Exploration

What are the eligibility criteria for this course?

This training is open for all and has no eligibility criteria nevertheless brushing concepts of basic math and statistics is preferable but not mandatory.


Still have questions? Ask the community.

Refund Policy

Note: This provider has a temporary cancellation policy for COVID-19 related cancellations which is as follows: 

Cancellations made 3 or more days in advance will receive a full credit for a rescheduled date with this provider   

----

Original cancellation policy (non-COVID-19):

GreyCampus reserves the right to reschedule/cancel an event, or change the location of an event.

  1. In case GreyCampus cancels an event, 100% refund will be paid to the delegate. Alternatively, the delegate can also choose a different session at no additional cost.
  2. If a delegate cancels a session, no refund will be made.
  3. If a delegate wishes to reschedule his/her session, a rescheduling fee of $250 will be charged.
  4. If any participant is not satisfied with the session, he/she needs to inform us within 24 hours of the first session. We will refund the entire amount. Participants should communicate the same to us via email to [email protected]
  5. Online Self-Learning courses have a 3 day refund policy. If you are not satisfied with the course and report this over an email to [email protected] within 3 days from the date of purchase we will refund the entire amount. This guarantee is considered void in any of the following cases. If the candidate has: Completed more than 30% of the course, Downloaded any of the offline materials, Attempted one or more mock exams, Used exam vouchers.
  6. Registrations for our exam service, note that all exams will be booked within 1 year from the date of registration. Registrants will need to provide necessary information on time to enable us to book exams.
  7. No refunds will be made on examination services’ registration fees.
  8. Exam services will take up to 20 working days for processing examination applications.
  9. Soft copies will be provided for certificates received from third party and accreditation bodies. If a delegate requires a print copy, an additional amount towards shipping, handling and related charges will be charged on actuals.

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School: GreyCampus

GreyCampus

GreyCampus transforms careers through skills and certification training. We are a leading provider of training for working professionals in the areas of Project Management, Big Data, Data Science, Service Management and Quality Management. We offer live-online (instructor-led online), classroom (instructor-led...

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