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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery	Frequency Of Classes
English	Self Study, Virtual Classroom	Video and Text Based	Weekends

Course Overview

Executive Development Program in Data Science with Python, R & Excel is an engaging course that deals with Data science in more than one form. Unfortunately, only a few have managed to understand the stand-alone ideas of the various constituents of data science. The implementation of Data Science has proved profitable and useful.

The Executive Development Program in Data Science with Python, R & Excel course introduces its participants to the world of Data Science and its Applications. The main objective of this course programme is to uncover all the distractions around Data Science, especially codes, tools, and many more.

It educates participants with an elementary knowledge of Mathematics of the various techniques through the use of practical cases. It also teaches participants through a hands-on approach to data science so that participants can acquire data sets to generate insights for businesses.

The Highlights

The course is an Executive Development Programme in Data Science with Python, R & Excel.
This course programme is an Executive level of Certification.
The course duration is seven months.
Certified by XLRI
Practical knowledge of tools
Learn decoding data science
Eminent faculty
Hands-on experience in data science and generating business insights

Programme Offerings

Weekend classes
Live and interactive
Flexible timings
cloud classes

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	XLRI Jamshedpur

Executive Development Program in Data Science with Python, R & Excel Fee structure

Heads	Amount
Heads	Indian Residents	International Students
Course fee	Rs. 1,00,000+ GST	USD 2000

Eligibility Criteria

To join admission for the Executive Development Programme in Data Science with Python, R & Excel course, participants must pass the eligibility criteria. Participants must note that the eligibility requirements listed out differ for Indian and International participants; however, the prerequisites remain the same for all.

Education

The eligibility requirement for any Indian participant is a completed Bachelor’s or Diploma Degree programme with a minimum aggregate from a recognised university (such as AICTE/UGC/DEC/AIU/ even State Government) in any discipline.

The criterion for International Nationality participants is graduation with a minimum average grade from any recognised University or Institution from their respective country.

Participants must hold proficiency in the English language, along with written and spoken skills.

Certification Qualifying Details

To acquire the Executive Development Program in Data Science Using Python, Excel and R course, participants must achieve the requisite attendance criteria (a minimum of 70 per cent attendance), an end course assessment, and project work. Participants must also complete the payment of all due fees to hold the certification.

Only those participants who fulfil XLRI will award the criteria mentioned above a Participation Certificate.

What you will learn

Data science knowledgeR ProgrammingKnowledge of PythonKnowledge of Excel

By the end of the course, participants will be well versed in popular business analytics tools like Python, R and Excel. Participants will have practical knowledge of coding for data science. The participants will also be able to generate insights for businesses after the completion of the course.

Who it is for

Data AnalystData ScientistDatabase ArchitectAnalytics manager

The Executive Development Programme in Data Science with Python, R & Excel training is mainly focused for Managers and leaders who manage extensive database or data analytics projects and wish to excel in their domains.

This course programme is applicable for young professionals who have elementary knowledge on Business Analytics and wish to expand their knowledge on technologies that can generate applicable insights from the Data.

The course programme is also applicable for individuals or students who want to embark or switch to a career path to Data Science or Business Analytics.

Admission Details

The Executive Development Programme in Data Science with Python, R & Excel course admission is based on the eligibility criteria and fee payment.

Application Details

All Applications for the Executive Development Programme in Data Science with Python, R & Excel course must be submitted through an Online Application Form at https://talentedge.com/data-science-course/.
The payment procedure can be made either online or offline.
Participants opting for the Executive Development Programme in Data Science with Python, R & Excel online payment must proceed through the Debit or Credit card. However, participants must ensure that the Credit or Debit card is at hands reach when filling out the Application Form.
Participants opting to pay the Fee through the offline method can pay the Application fee through Instalment process and can proceed with a Demand Draft or Pay Orders.
Participants opting Demand Draft or Pay Orders must ensure that the applicable amount is addressed to “XLRI Jamshedpur” payable at Jamshedpur.
A download copy of the Application Form and the DD or PO must be sent to the address: Student Relations Manager, TALENTEDGE, 21, Institutional Area, Sector 32, Gurgaon 122001, Haryana, INDIA.
Personal details such as Name, Course Name, REGID, and Contact number of the participant must be written at the back of the Demand Draft/Pay Order.

The Syllabus

Installing R, Python, Jupyter Notebook and R Studio
Basic Data Structures in Python and R
Writing Functions
Use of Loops
Use of R and Python using cloud option

Important Functions in Excel
Optimization Using Solver

Important Data Sources
Scrapping Data from Websites

Managing Missing Data
Managing Outliers
Removing Duplicate Rows
Making Data Tidy

Introduction to SQL
Accessing Data in R/Python using SQL Queries
Using BigQuery to run SQL queries

Visualizing Data

Cleaning Text
Text Representation
Sentiment Analysis

Time Series Forecasting
Forecasting using Prophet

Understanding the Maths of Machine Learning
Building Machine Learning Models (Regression and Classification)
Hyperparameter Tuning
AutoML

Building recommendation models
Segmenting customers using cluster analysis

Understanding the Maths of Deep Learning
Building a Deep Learning Model to Predict Stock Prices

Using AWS and GCP in Data Science

Instructors

XLRI Jamshedpur Frequently Asked Questions (FAQ's)

1: What is the scope of studying this course programme?

The programme offers hands-on experience and educates participants on how to generate insights for businesses and industries with tools such as Python, R, and Excel. Participants also gain practical knowledge on how to use the tools in real-world.

2: Who is the Executive Development Programme in Data Science with Python, R & Excel training applicable for?

The certification course is mainly focused on Managers and leaders, individuals and graduates, young professionals, and Executives with Analytical aptitude.

3: What are the prerequisites to pursue the course programme?

Participants must have studied Mathematics as a core subject up to Class XII, hold some knowledge on Data tools such as Python and R and basic programming concepts that will be beneficial throughout the course programme.

4: Can the Application fee be paid through offline mode of payment?

Participants opting to pay the Fee through the offline method can pay the Application fee through Instalment process. They can proceed with a Demand Draft or Pay Orders addressed to “XLRI Jamshedpur” payable at Jamshedpur.

5: Can I access the reference materials offline?

Yes: Participants are given access to the Cloud Campus to access reference materials, learning aids, and even projects, or assessments, or case studies that will help them build a better learning platform.