Updated on Jun 18, 2021 02:57 IST
Mamona Majumder

Mamona MajumderSenior Executive - Content

Data analytics is commonly described as a process of examining data sets to draw conclusions on the basis of information available in them with the help of various software or specialized systems. Data analytics has become a very crucial part of commercial industries over the last few years as it enables more informed business decisions based on scientific data and research.

Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Data science uses techniques and principles of Mathematics, Statistics, Computer Science and Information Technology to get actionable insights from data. Data science is related to Data Mining, Machine Learning and Big Data.

Difference between Data Analytics and Data Science

To understand the difference between Data Analytics and Data Science. Data analysis involves answering questions generated for better business decision making whereas Data science focuses on discovering new questions needed to drive innovation.

Parameter

Data Science

Data Analytics

Scope

Macro

Micro

Goal

To ask the right questions

To find actionable data

Major Industries

  • Machine learning
  • Artificial Intelligence (AI)
  • Search engine engineering
  • Corporate analytics
  • Healthcare
  • Gaming
  • Travel
  • Industries with immediate data needs

Skills Required

  • Knowledge of Math, Advanced Statistics, Predictive Modelling
  • Proficiency Big Data tools such as Hadoop and Spark
  • Experience with data visualization tools such as QlikView, D3.js and Tableau
  • Knowledge of Intermediate Statistics
  • Excellent problem-solving skills
  • Dexterity in Excel and SQL database

Data analytics and Data Science tools help scientists and researchers in verifying or reject scientific models, theories and hypotheses, thereby helping the company improve operational efficiency and customer service, gain a competitive edge and increase revenues. Data Analytics tools use historical data or the data being processed in real-time.

Data analytics methodologies include exploratory data analysis (EDA) and confirmatory data analysis (CDA). The former aims to find patterns and relationships in the given data; the latter examines whether hypotheses about a data set are true or false.

There are two forms of data analysis: quantitative data analysis which includes analysis of numerical data that can be statistically compared; and qualitative data analysis which is more interpretive and draws the conclusion from non-numerical data.

Other types of data science include data mining, predictive analytics and machine learning.

After completing a data analytics course one can get jobs like data engineer, data scientist, data architect, database administration and data analyst. The starting salary of a data analyst as per payscale.com is Rs 4 lakh and upwards.

Data Analytics and Data Science Eligibility Criteria

Data Science courses are available at the postgraduate level as a stream of specialization in Engineering, Computer Science and Management. The minimum eligibility criteria for a Data Analytics course is Bachelor's degree with at least 50% marks in aggregate or equivalent preferably in Science or Computer Science from a recognised university

Required Skillset for Data Analytics

To be good at data analysis, one needs to have strong analytical and numerical skills and must have a thorough understanding of computer software(s) like Querying Language (SQL, Hive, Pig), scripting Language (Python, Matlab), Statistical Language (R, SAS, SPSS), and Excel. 

Essential soft skills required to be a successful data analyst includes good interpretive and communication skills, i.e. to be able to explain the process of data analysis and its outcome to a different set of audience (technical and non-technical). He/she must also possess attention to detail and problem-solving skills.

Data Analytics Course Fee & Data Science Course Fee

One can pursue Data Analytics at UG, PG and doctorate levels. The most popular Data Analytics courses are mentioned below:

PG courses

UG Courses

MBA/PGDM

BE/BTech

MSc/MCA/MTech

BSc

Apart from the above-mentioned degree courses, one can also pursue short term online certification courses. These courses are ideal for working professionals who wish to add Data Analytics to their list of professional skills.

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Data Analytics courses with fee

There are various Data Analytics courses are available for candidates in online and offline mode. Candidates can check the courses as per their choice below:

Online Data Analytics course

Candidates can check the Online Data Analysis courses in the table below:

Certificate Name

Mode

Duration

Fee

Data Analytics Master Certificate by SimpliLearn

Online

1 year

Rs 44,999

Introduction to Data Analytics for Business by Coursera

Online

4 weeks

Free

Business Analytics Course by Edupristine

Online

10 weekends

Rs 25,000 onwards

Data Science and Analytics by IMS Pro School

Online

140 hours

Rs 90,000 + GST

Programming in R by NIIT 

Online

44 hours

Not Available

PG Certification in Data Science

Online

7 months

Rs 3,736 per month

Offline Data Analytics Course

Candidates can check the offline Data Analytics Cours below:

Certificate Name

Mode

Duration

Fee

PG Certification in Data Science by IIIT Bangalore

Offline

7 months

Rs 3,736 per month

Data Science Courses with Fee

There are various Data Science courses are available for candidates in online and offline mode. Candidates can check the courses as per their choice below:

Data Science Course Online

Candidates can check the Data Science free online courses and also the paid ones in the table below:

Certificate Name

Mode

Duration

Fees

IBM Data Science Professional Certification by Coursera

Online

10 months

Rs 2,912

Applied Data Science with Python by Coursera

Online

5 months

Free

HarvardX’s Data Science Professional Certificate by edx

Online

1 year 5 months

Rs 33,000

Amazon AWS Big Data Certification by AWS

Online

170 minutes

Rs 22,500

Data Curation Professional by SAS Academy

Online

3-18 months

Rs 18,700

Data Science Certification Course Using R by Edureka

Online

5 weeks

Rs 22,409

Elements of Data Science by RICEx

Online

6 months

Rs 47,998

Business Analytics and Data Science Course by IMS Proschool Pvt Ltd 

Online & Offline

1-3 months

Rs 50,000 to 1 lakh

Along with the above courses, students can also pursue a course on Big Data Analytics. It is also a part of Data Science. Big Data is now being used by almost every industry. In today’s scenario, it is very important for every organization to collect, preserve and analyse whatever data is being generated to avoid the fear of missing out on something important. Big Data Analytics has become crucial as it aids in improving business, decision makings and providing the biggest edge over the competitors. For professionals, who are skilled in Big Data Analytics, there is an ocean of opportunities out there. A study suggests that 77% of the companies and verticals across industries (including non-IT) are adapting to use Big Data. Thus many are recruiting data analysts and scientists.

Big Data Analytics Certifications

Various globally renowned organisations conduct courses on Big Data Analytics. These courses help a person to become successful in the field. A few of such certification courses are as follows:

  • Mining Massive Data Sets Graduate Certificate
  • Oracle Business Intelligence Certification
  • Data Science Council of America Certification
  • SAS Certified Data Scientist
  • EMC Data Science and Big Data Analytics Certification
  • Hortonworks Hadoop Certification
  • Microsoft’s MCSE: Data Management and Analytics

Data Analytics Syllabus

A data analytics course consists of the following topics: 

Syllabus of Data Analytics

Data Structures and Algorithms

Probability and Statistics

Relational Database Management Systems

Business Fundamentals

Text Analytics

Data Collection

Data Visualization

Statistical Analysis

Forecasting Analytics

Simulation

Machine Learning

Optimization

Marketing Analytics

Pricing Analytics

Social Network Analysis

Retail Analytics

Customer Analytics

Supply Chain Analytics

Some of the software tools taught in the course are:

R

@Risk

MySQL

Simio

Hadoop (AWS)

Tableau

Python

XLMiner

Stata

NodeXL- MeXL

Data Analytics & Data Science Job Profiles and Top Companies

Some of the areas where you can work as a data analyst include Data Assurance, Finance, Higher Education, Sales & Marketing, Business Intelligence and Data Quality.

For a Data Analyst, the daily grind includes, identifying areas where the company can improve efficiency; collecting data to extract resolution, applying tools and methods to audit the data, and create a blueprint of the solution and share it with the concerned people in a simple and understandable way, mainly through graphs, reports and charts.

Top Job Roles

Data Scientist: Data scientists clean and organise scientific data collected for a particular project with the help of programming languages like SAS, R and Python. They are required for the enormous amount of research and help app developers in creating data definition for a particular data, extract relevant data, create the blueprint and methodologies to be used. The starting salary of a Data Scientist in India is Rs 6 lakh and upwards.

Data Architect: Data Architects design the blueprint of the data science project to be undertaken by the company. This includes collating, organizing, centralizing, maintaining and protecting the source of data from all the data management systems and technologies used. In short, they are supposed to ensure the data is available, stable and secure. The starting salary of a Data Architect in India is Rs 18 lakh and upwards.

Data Engineer: Data engineers build algorithms, prototypes, and conceptual models according to the blueprint designed by data architects. Their main responsibility is to provide valid data to statisticians and data analysts for the analysis. The starting salary of a Data Engineer in India is Rs 5 lakh and upwards.

Data Analyst: As the name suggests, a Data Analyst is required to analyse the given data to extract important insights needed for a particular project. The job responsibility includes identifying trends and creating predictive models on the basis of data collected. He is also expected to present the data and inferences in a meaningful format like graphs, charts, reports, dashboards, etc. The starting salary of a Data Analyst in India is Rs 4 lakh and upwards.

Statistician: The Statistician collects, analyzes and interprets quantitative data with the help of theories and methodologies specific to statistics. Their job responsibility includes determining methods for collecting data and decide what data are needed to solve the given problems. The starting salary of a Statistician in India is Rs 4 lakh and upwards.

Database Administrator: The job of a database administrator (DBA) is to ensure that the database is secure, is available to all the concerned users and is performing properly at all times. The DBA uses specialised software to store and organise the data. The starting salary of a Database Administrator in India is Rs 4 lakh and upwards.

*The salary data is obtained from payscale.com

Read More: Advance Your Career Through Post Graduate Course in Data Science

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Data Analytics & Data Science Top Companies

In today’s world, Data Analytics is the need of the hour. If a business enterprise has to excel in its field, it has to take the help of data analysis and data science. With the help of data analytics companies can not only increase their revenue, expand the customer base, provide better customer satisfaction, cut cost, but also get an edge over their competitors.

Data Analysts are the most sought after skilled professionals in the current world, not only in the Information Technology industry but also in Finance, Insurance, Banking, Marketing & Sales, Consumer Goods, Electronics, Heavy Industries and all other sectors; as all of them require someone to do the number crunching for them.

Companies Hiring Data Analytics Graduates

Google

MachinePulse

The Smart Cube

Fractal

Amazon

Novartis

Fractal Analytics

JP Morgan Chase

Capital One

RBS

ICICI Bank

Flipkart

Kotak Mahindra

Accenture Consulting

KPMG

Yahoo

Twitter

Tumblr

Tredence

Cartesian Consulting

Quantium Analytics

Deloitte

HSBC

Credit Suisse

Barclays

Axis Bank

E-bay

Expedia

AT Kearney

CRISIL

Microsoft

LinkedIn

Mu Sigma

BRIDGEi2i

Flytxt

Tata iQ

Citi Bank

Deutsche Bank

Nomura

HDFC Bank

Yes Bank

Snapdeal

Make My Trip

E&Y

Walmart Labs

Facebook

Instagram

ZS Associates

Brillio

Bank of America

-

FAQs Regarding Data Analytics & Data Science

Which is better Data Science or Data Analytics?

Data analysis is good for the queries that need to be answered based on existing data. Data science concentrates more on the questions that should be asked to establish potential trends.

Is Data Science and Data Analytics the same?

No, Data Science and Data Analytics are different. While Data Science focuses on finding meaningful correlations between large datasets, Data Analytics is designed to uncover the specifics of extracted insights. In other words.

Is Data Analytics a part of Data Science?

Data Science is an umbrella that encompasses Data Analytics and Big Data. Data Analytics is a branch of Data Science that focuses on more specific answers to the questions that Data Science brings forth.

Can a Data Analyst become a Data Scientist?

Data Analyst and Data Scientist share a similar background. Both course help students get a thorough knowledge of Mathematics and statistical analysis, but a data scientist has skills for better more modelling and prediction. Data Analyst can become Data Scientist by pursuing the relevant course.

Is Data Analytics in demand?

Yes, Data Analytics is undoubtedly in demand as 96% of the companies are planning to hire Data Analysts. It is estimated that the data analyst will be one of the most in-demand jobs by 2022.

What is the eligibility criteria for Data Analytics?

It depends on the level of the course a candidate is opting for. The minimum eligibility criteria is a Class 12 pass certificate.

How much does the average Data Analyst make?

An average Data Analyst earns approximately Rs 4.1 lakh annually as a fresher. The salary varies with skills, company & location, and grows with experience in the field.

Is Data Science in demand?

Yes, Data Science is in great demand. It is estimated that Data Scientists’ demand is 26% higher as compared to an average software engineer in India.

What is the average salary of a Data Scientist in India?

According to PayScale.com, the average salary for a data scientist (fresher) in India is Rs 8 lakh per annum in 2020. The salary varies with skills, company & location, and grows with experience in the field.

Which is the best institute to pursue a Data Science course?

IIIT Bangalore, in collaboration with UpGrad, offers Post Graduate Diploma in Data Science at a cost of INR 2.25 Lakhs for a duration of 11 months.

What are the best sites to learn Data Science?

Coursera, Udemy, edX, Google are some of the best sites to learn about Data Science.

Popular Data Analytics Colleges in India

Following are the most popular Data Analytics Colleges in India. Learn more about these Data Analytics colleges (Courses, Reviews, Answers & more) by downloading the Brochure.
1 Course
7.95 L
5.25 LPA
1 Course
12.2 L
4.7
1.48 L
5.7 LPA
4.25 LPA
8.24 L
3.3 - 3.5 LPA
3 Courses
25 K - 35.79 K
1.8 - 6.24 LPA

Popular Private Data Analytics Colleges in India

1 Course
2.36 L
2.22 L - 5.25 L
1 Course
3.22 L
2.51 LPA
12.64 L
2.88 L

Popular Data Analytics UG Courses in India

Following are the most popular Data Analytics UG Courses . You can explore the top Colleges offering these UG Courses by clicking the links below.

UG Courses

Popular Data Analytics PG Courses in India

Following are the most popular Data Analytics PG Courses . You can explore the top Colleges offering these PG Courses by clicking the links below.

PG Courses

Comments

I want to study Data Science, what college should I prefer for it, I'm an Indian and comfortable with any colleges in India.

Reply to Aryan Paul

27340293
Vinay kr Pandey

Guide-Level 14

Yesterday

Dear aspirant
It's great connecting with you. Kindly check out the below link for information related to your query. https://www.shiksha.com/it-software/big-data-analytics/colleges/colleges-india
Thank you.

I want to know about the latest cutoff information for M.Sc. in Data Analytics at Christ University.

Reply to Gk Manjuladevi

14432891
Vinay kr Pandey

Guide-Level 14

a week ago

Kindly check out the below link for information related to your query.
https://www.shiksha.com/university/christ-university-bangalore-421/course-m-sc-in-data-analytics-719739
Thank you.

How is the placement for M.Sc in Environmental Science in IGNOU?

Reply to Rama Rao

s

sharath

Beginner-Level 1

2 days ago

IGNOU has its own placement cell called CPC. The cell conducts on-campus and off-campus placement and employability enhancement activities at the head office and its regional centres. It can be observed that the number has grown tremendously over the years. Compared to 2018, 2019 witnessed a 2.9%...IGNOU has its own placement cell called CPC. The cell conducts on-campus and off-campus placement and employability enhancement activities at the head office and its regional centres. It can be observed that the number has grown tremendously over the years. Compared to 2018, 2019 witnessed a 2.9% increase in the number of students who participated in the placements. It can be observed that the number has grown tremendously over the years. IGNOU now Offering Master of Science Programme in Environmental Science (MSCENV) Indira Gandhi National Open University offers admission to Master in Environmental Science for the January 2022 and July sessions.
Career Scope of M.Sc. Environmental Science
Environmental Consultant. Environmental Scientist. Environmental Science Manager. Wildlife Filmmaker. Environmental Journalists. Director of Waste Management. Environmental Photographer. Lecturer and many more. IGNOU Distance M.Sc. is beneficial for students in many ways. First of all, the degree offered by the university is valuable and recognised by UGC-DEB. The degrees offered by IGNOU is valid not only in India but also abroad. In this sector, you can be employed by various organizations are such as Pollution Control Board, Water Authority and Urban Planning. Many private organizations like Food processing industries, Refineries, Distilleries and Fertilizer plants are also offering various job opportunities for the graduates in this field. Employment of environmental scientists and specialists is projected to grow 8 percent from 2020 to 2030, about as fast as the average for all occupations. About 9,400 openings for environmental scientists and specialists are projected each year, on average, over the decade.

P

Pranav Kaushal

Contributor-Level 10

2 days ago

I want to go to a law college in UP but I am a science student of 12th. How do I appear for CUET entrance?

Reply to anushka Maurya

42970621
Vinay kr Pandey

Guide-Level 14

3 days ago

Hi,
Lovely to meet you!
Kindly see the below link for information related to your query. https://www.shiksha.com/science/cuet-exam-preparation
Hope it helps. Thank you.

Does Christ University offers campus placement for interdisciplinary course in M.Sc. Data analytics?

Reply to Suyog Rajpure

17730737
Mallika Ahuja

Contributor-Level 10

4 days ago

Yes, Christ University has a placement cell and provides campus placement opportunities for the students.

I will go with other colleges as I want to do BBA in Data Science and AI.

Reply to BURA Esther

How is it to pursue BBA in Analytics and Big Data from this college in terms of placement?

Reply to Yogita

J

Jyoti Kumari

Contributor-Level 7

4 weeks ago

Hey Yogita,
If you can pursue BBA in Analytics and Big Data you can prefer mentioned college:-
https://www.shiksha.com/college/school-of-business-upes-dehradun-38604/placement

41939513
Piyush Tripathi

Guide-Level 12

a month ago

You can get all the information in the link given below:-
https://www.shiksha.com/college/school-of-business-upes-dehradun-38604/placement

What is the course structure of B.Tech (AI and data science)?

Reply to Rahul Bhambry

5352275
Harshita Kumari

Contributor-Level 9

4 weeks ago

Hello! Rahul
Please check the link given below-
https://www.shiksha.com/b-tech-bachelor-of-technology-chp.

5352275
Bharath Kumar R

Contributor-Level 7

4 weeks ago

Does IIT Madras offer data science and machine learning course full time PG program?

Reply to Harish

P

Pankaj

Contributor-Level 9

a month ago

Yes, it is full time programme.

I want to do Masters in data analytics. Can I get admission in Indian School of Business? What is its fees?

Reply to Santhosh Bele

41563461
Vivek Kr.

Contributor-Level 9

a month ago

ISB Data Science course is good. But why ISB take a look at some courses offered by Iims. They are really good and add a tremendous value in your career. Your fees will be around Rs101500.

I would like to pursue M.Sc. Data Science at CMI Chennai. Is there any scholarship available for me?

Reply to Salha Sherin

R

Rupjyoti saikia

Contributor-Level 10

a month ago

According to me, they provide scholarship but I suggest you that also please confirm once from your side.

Is there any compulsory to solve the mathematical problems and data analysis in B.A. in Dance?

Reply to Yes

h

heena agrawal

Scholar-Level 16

a month ago

Hi. B.A. Dance or Bachelor of Arts in Dance is a full-time undergraduate Acting, Dance & Drama course of 3 years which is divided into six semesters of study. This course focuses on developing the student's dance technique and knowledge of dance history, gaining embodied and theoretical experienc...Hi. B.A. Dance or Bachelor of Arts in Dance is a full-time undergraduate Acting, Dance & Drama course of 3 years which is divided into six semesters of study. This course focuses on developing the student's dance technique and knowledge of dance history, gaining embodied and theoretical experience of cultural forms, developing creative skills, and increasing their knowledge of anatomy. Some of the subjects involved in this B.A. Dance are Bharatanatyam theory and practicality, music, iconography, ahaar abhiyan, original scripts, etc. Upon completion of this degree programme, the graduates are entitled to receive various job opportunities in both the organized companies and freelance companies with an option to also venture into entrepreneurship. B.A. Dance graduates can also opt for MBA courses or M.A. Courses to enhance their academic career. The basic eligibility criterion for this course is an aspiring student should have completed 12th class/HSC/10+2 or equivalent level of examination from any recognized school board. Admission will be based on marks the student scored in the 10+2 exam and the prescribed cut-off of each college. A counseling session may be conducted by the institution to assess students, additionally; some of the institutions conduct their own entrance test on the basis of which admission will be provided.

I want to know about the fee structure at KPR College of Arts Science and Research for B.Sc. in Computer Science (Data Analytics).

Reply to Surya Surya

I want to ask about colleges that are suitable for data analytics.

Reply to Isha yadav

39602543
rekha

Contributor-Level 10

a month ago

Data Science Training Institutes In India- Ranking 2019
1| Jigsaw Academy.
2| AnalytixLabs.
3| Simplilearn.
4| IMS Preschool.
5| Edvancer.
6| Imarticus Learning.
7| Edureka.
8| Nikhil Analytics.

K

Kumari Aashna

Beginner-Level 4

a month ago

Some of the top colleges for data analytics are IIT Bangalore, IIM Amritsar, VIT Chennai, IIM Kashipur etc.

I want to know about the latest cutoff information for M.Sc. Data Analytics at Bharathiar University.

Reply to Sharu

40957943
Dr Uma Sinha

Scholar-Level 17

2 months ago

Hi. For cut off information, you can see the link given below-
https://www.shiksha.com/university/bharathiar-university-coimbatore-1475/cutoff
Thanks

I want to do BBA Decision Science (Industry Integrated Course) kindly guide me with the admission details.

Reply to Col Varghese AT

S

Shivang agarwal

Contributor-Level 9

2 months ago

Do you want to go for MBA along with it?

Which are the best colleges for B.Tech or B.E in data Science in Bangalore?

Reply to Monika P

A

Ankit Gupta

Contributor-Level 9

2 months ago

Christ University in 2 Lakh,
MS Ramaiah University of Applied Sciences MSRUAS in 50k to 5 lakh,
Pearl Academy in 18 Lakh

I want to prepare for the entrance exam of St Xavier's and Jai hind college Mumbai to acquire admission in MSc Big data analytics.

Reply to Samhita kolichala

40602465
Dr Uma Sinha

Scholar-Level 17

2 months ago

Hi. Jai hind college entrance exam
Test of reasoning 10 marks
Mathematics and Statistics 40 marks
St Xaviers college, Mumbai
Admission of students into M.Sc. In Big data analytics will be on the basis of the C. G. P. A or aggregate marks in the graduate exams.

I want to know the entrance exam conducted at st. Xavier's College Mumbai and Jai Hind College Mumbai for M.Sc. in Big data analytics.

Reply to Samhita kolichala

40602465
Dr Uma Sinha

Scholar-Level 17

2 months ago

Hi. Admission on the basis of the C. G. P. A in graduation and entrance exam score and interview in Jai hind college. For St Xavier's college Mumbai information you can see below linkhttps://www.shiksha.com/college/st-xavier-s-college-Mumbai-mahapalika-marg-1184/course-m-sc-in-big-data-analytics-...Hi. Admission on the basis of the C. G. P. A in graduation and entrance exam score and interview in Jai hind college. For St Xavier's college Mumbai information you can see below link
https://www.shiksha.com/college/st-xavier-s-college-Mumbai-mahapalika-marg-1184/course-m-sc-in-big-data-analytics-667441
Thanks.

I want to know about the latest cutoff information for an MBA in Business Analytics (Big Data) at KIIT School of Management.

Reply to Eswar

40468451
Group Captain Vinayak Deodhar

Scholar-Level 18

2 months ago

Hello Eswar, I am attaching a link that will give you all the required information.
https://www.shiksha.com/college/kiit-school-of-management-kalinga-institute-of-industrial-technology-bhubaneswar-32416/cutoff
Best wishes to you.

I want to know about PG Diploma in data Analytics from Langar college.

Reply to utkarsh pandey

7218631
KUSHAGRA VERMA

Contributor-Level 10

2 months ago

Receive an offer of admission by email after your application is approved and all documents have been verified. Allow approximately 15 business days for the processing of your application. Mostly your qualification is eligible to get admission in it. But don't forget competition is very tough. Be...Receive an offer of admission by email after your application is approved and all documents have been verified. Allow approximately 15 business days for the processing of your application. Mostly your qualification is eligible to get admission in it. But don't forget competition is very tough. Be optimistic. You have a chance as you submitted that application so early they prefer like first come first get the offer. You have 3 years' experience only 2 is sufficient so it's an add-on. 60% required you achieved 67%. IELTS score is not too bad. But wait and check your mail regularly and if you didn't get admission don't lose hope. You have many paths to go. But be hopeful and wait for their call.

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