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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study, Virtual Classroom, Campus Based/Physical Classroom	Video and Text Based

Course Overview

This course on Big data and data science is being conducted by IMT Ghaziabad. It will grant you post graduate Executive certification. In a country like India which, according to a recently done study by the c platform and the Analytics Magazine India, has become the world’s 2nd largest hub in the job field of analytics, a degree in Data Science and Big Data can improve your career prospects. Learning the trends and best practices along with the new-age tools like PYTHON, HADOOP and SAS can give you that required push for better advancements in the field of data science.

Analytics and data science are emerging fields where the job market has almost doubled just in a year from 2018 - 2019. This is sharply in contrast to what the increase in the percentage of analytics jobs was in the years 2015 - 2017. Almost a 76% increase was seen from the year 2018 making it one of the in-demand fields for professionals. A predictive number of 50000 jobs are said to have been available for suitable candidates by some reports, however, a certain number cannot be ascertained. Huge top-tier companies such as Capgemini, IBM, Amazon, Goldman Sachs and many others have some of the highest numbers of job openings in the country.

The Highlights

The course duration of 6 months
Certification provided by IMT Ghaziabad
MDP Alumni Status will be provided
Blended learning via Campus visits and Online Sessions
100 hours offline and online session

Programme Offerings

online session
offline sessions
assignments
Case Studies

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IMT Ghaziabad

The Post Graduate Executive Certificate Programme in Data Science Fees details is given below:

Indian students applying for this programme should pay Rs. 80000 + GST
International students need to pay an amount of US Dollars in 2000.
18% GST amount is applicable to the programme fee.

Post Graduate Executive Certificate Programme in Data Science Fees details:

Head	Indian Students (without GST)	International Students
Application Fee	Rs. 500
Programme Fees	Rs. 80000	US Dollar 2000
1st Installment	Rs. 30000	US Dollar 1000
2nd Installment	Rs. 25000	US Dollar 500
3rd Installment	Rs. 25000	US Dollar 500

Eligibility Criteria

Work Experience

Certificate Course On Data Science And Big Data require a minimum working experience of 3 years. Less experience may also be considered for an individual case’s merit.

Education

To pursue the PG Executive certification course on Big Data and Data Science, a candidate must be:

A Graduate from a recognized college or university for Indian candidates.
For international candidates, any degree equivalent to a graduate-level degree from a recognized college or university from their country of residence.

Certification Qualifying Details

Candidates will be provided certificates in Data Science and Big Data if and only if they successfully complete the course.

What you will learn

Machine learningData science knowledgeKnowledge of Big DataKnowledge of Data miningKnowledge of Data Visualization

By taking this Certificate course in Big Data and Data Science programme, you will develop an understanding of the following:

Learning how to make decisions driven by data in the business world.
Importance of monitoring and managing your venture’s data.
You can learn how to establish a data lab or an analytics lab for consulting business or working on a company’s data lab development.
Hands-on experience of learning and practicing industry tools like Hadoop and Python to evaluate and progress your career graph.
Developing a better understanding of critical analytical thinking and design thinking.
Develop confidence in running a complete data-driven project without supervision and advance your employability in the job market.
A better understanding of different job profiles and their roles played in the big data and analytics industry.

Who it is for

Software DeveloperEntrepreneurBusiness AnalystProject Manager

Admission Details

Admission can be done by following simple steps to the Post Graduate Executive certificate course on Big Data and Data Science from IMT Ghaziabad.

Step 1: Visit the Course Url and go to ‘Start Your Application’

Step 2: Proceed to verify email and complete your registration.

Step 3: Choosing a payment mode of your choice, pay the application form fees.

Step 4: Next step will be filling up the detailed application form. Make sure not to make errors and recheck before submitting them.

Step 5: The evaluation team of IMT Ghaziabad will consider and evaluate your application form.

Step 7: Selected candidates will receive an email confirmation with an LOI (Letter of intent) from the Institute.

Step 8: On starting the course, pay the first instalment of the course fee upfront and begin the learning.

The Syllabus

Career in Analytics
Big Data Engineers
Data scientist
Big Data Analytics
Profiles of systems analyst, data analyst, business analyst, data engineer, data Scientists

Fundamental of Business Intelligence, Business Analytics, Big Data
DB2 to Linux to the window – New Path
Basics of SAP HANA
Introduction to Data mining & Data warehouse.
Data Life cycle- Case Study
Importance of data management
Database Structures- DBMS, Data Warehouse, Data Lakes,
Triangles of McKinsey, IBM. Definitions of IDC, Forrester, BCG and NASSCOM

Refresher MIS
DIKW Methodology
Data models – Project management
Establishing an IT analytics Lab/Big Data Lab
Overview of Data Warehouses
Modelling, Data Cubes, OLAP and OLAP Market
Normalization and Denormalization.
Overview of Distributed Computing and IT architecture

Data Mining and Business Analytics Model
Classification
Association rule mining ( Using real-life examples)
Web Mining
CA, CHAID, CONJOINT models
Metadata management and ETL tools
Text Mining
Clustering
Data Cleaning methods
Scripting languages

Gartner Hyper Cycle Methodology
Cleaning Tools Market (TIBCO, WINPURE, DRAKE, etc.)
Big Data Tools( Hadoop, Cassandra, Etc.)
Cleaning Tools Market (TIBCO, WINPURE, DRAKE, etc.)
Big Data Tools( Hadoop, Cassandra, Etc.)
ETL Tool Market ( OWB, SAP, SAS, Etc.)

What is Big Data, Advantages and its Structure
International Data Corporation (IDC) on Big Data
Elements of Big Data; 10 V’s of Big Data
Vendor Space – Apache and SNIA Servers
Hive Architecture

Framing a business question/Problem
Understand Data and its importance
Exploratory Analysis
Big Data Architecture, tools and Implementation
Apache Hadoop HDFS Infrastructure
MapReduce and yarn
Flume, HIVE, Oozie and Zookeeper
Overview of Big data Concepts (Cloudera, AWS, Twitter Storm, etc.)

Historical Context: Machine learning,
Supervised and Unsupervised learning
Artificial Intelligence: who uses, how they use. companies who are pledging.
Genetic algorithms. PCA/Random Forest
Text mining
Social media analytics. Concepts, SNA Social network analysis.
Introduction of Neural and fuzzy networks in BIG DATA Analytics

Business challenges, Opportunities and risk in Big Data

Capstone Project with Top Analytics Companies

Data visualization introduction.
Tools and vendor markets.
Heat maps
Correlation
Time series
Mean, Median, Mode, Standard Deviation
Box Plot
Scatterplots
Python’s visualization tools
Examples
Pie Chart
Bar Chart
Histograms

Instructors

IMT Ghaziabad Frequently Asked Questions (FAQ's)

1: Why should I apply through Nulearn?

Nulearn provides a course portfolio, professional counselling, and mentoring by leaders. It takes care of the candidate's needs and provides complete help and information in one place with support at every step.

2: How to ensure the application form does not get cancelled?

Ensure there are no mistakes in the form and all the details and supporting documents are attached in the form. The form also requires you to upload your resume, make sure to update the resume before uploading it.

3: Can corporate avail discounts on the course fee?

Yes. Corporates who are willing to enrol more than a candidate for the course can avail of a discount between 5-10% depending on the total number of employees it registers for the course. Contact for details at connect@nulearn.in

4: What work experience is needed for admission to the course?

The eligibility criteria mention that candidates should have professional work experience of at least 3 years. Depending on the merits of each case, exceptions can be considered.

5: Who will award a certificate for the course?

Candidates who successfully complete the course with the Capstone project will be awarded a PG Executive certification in Big data and Data science by IMT Ghaziabad.

6: What tools will be used for training the course?

The course will use big data tools like HADOOP, R(The R Project for Statistical Computing) Cloudera, flume, Python, SAS, AWS, MongoDB, and HIVE to teach the course and analytics. Candidates can read about them in advance.

7: What will be the primary mode of study in the course?

This course is conducted in a blended model. Where 100 hours of classes will be conducted both online and offline. Moreover, the student will need to work on the Capstone project to complete this certification and be eligible for an IMT Ghaziabad certificate.

8: What will be the duration of this course?

The course will be completed in 6 months.

9: From where can I download the programmes’s brochure?

To download the brochure for this course please go to this nuLearn course detail page and click on download brochure:https://www.nulearn.in/courses/post-graduate-executive-certificate-program-in-data-science-big-data#fees