pg diploma in data science & artificial intelligence

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In association with IBM PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE The Fuel for New Age Careers! For Queries: 8557070201 https://pgddsai.iiitd.ac.in/

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Page 1: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

In association with

IBM

PG Diploma in

DATA SCIENCE &

ARTIFICIAL

INTELLIGENCE

The Fuel for

New Age

Careers!

For Queries: 8557070201

https://pgddsai.iiitd.ac.in/

Page 2: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

DEAR APPLICANT

I am delighted to note that you are planning to pursue

the Post Graduate Diploma in Data Science and AI.

Data Science and Artificial Intelligence (AI) has

emerged as a thriving field from industry utility and

employability point of view. This market is likely to swell

to USD 20 billion by 2025. Companies are getting

increasingly reliant on data backed intelligence and are eager to hire data

professionals who can make sense of the information their respective businesses

collect day in and day out. With the fast-paced expansion of the AI/ML job market,

the skill gap is becoming a reason for worry. The employer demand for AI skill out

striped job seekers by 2.2 times in June 2018.

To cater to the upskilling needs of IT professionals and to meet the industry

requirements, IIIT-D in collaboration with IBM has launched a nine months long

PG Diploma in Data Science and AI (PGDDS & AI). The entire program will be

conducted online on the weekends.

This course aims to provide an introduction to the scientific approaches and to

the quantitative analysis of industry-scale data using the methods from a wide

variety of disciplines including statistics, mathematics, algorithmic, optimization,

machine learning, and artificial intelligence. Our industry collaboration will allow

the participants to get ample opportunities to work on real-life data science

projects. The course will be taught by IIIT-D faculty members as well as by IBM

leaders in Analytics.

Yours Sincerely,

Dr. Debarka Sengupta

Associate Professor (CB, CSE)

(Program Director)

Dr. VIKRAM GOYAL

Page 3: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

Indraprastha Institute of Information Technology, Delhi was established as a State

University by an act of Delhi Government (The IIIT Delhi Act, 2007) empowering

it to facilitate and promote studies, research, incubation and extension work in

Information Technology and its application domains. In a relatively short span of

time, it has earned accolades and reputation in India and abroad for being a

centre of quality education and research in IT and interdisciplinary fields.

Founded in 2008, the Institute has grown to be recognized as one of the premier

institutions for education and research in India. The Institute is accredited “A”

grade by NAAC (National Assessment and Accreditation Council) and is

accorded 12-B status by the University Grants Commission (UGC). In recognition

of its performance, QS India University Ranking 2020 has ranked IIIT-D 41 and

QS BRICS ranking 2019 ranked the institute at 192. NIRF also ranked IIIT-D at

number 56 this year.

IIIT-D promotes an all-round development of its students and also encourages the

students to showcase their research in national and international conferences

and workshops. Placements at IIITD has seen significant growth over the years.

The campus host 100+ companies each year from various segments like IT, CSE,

ECE, Research, Consulting & Finance.

International Business Machines Corporation (IBM) is an over 100 years old,

global organization, responsible for and leading the evolution of Information

Technology in the world. IBM is currently at the forefront of research in Data

Science and Artificial Intelligence.

INTRODUCTION

Page 4: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

DATA SCIENCE & AI

- the front runner technology

Research shows that Data Science & AI have already become the reigning

technologies and are expected to completely transform the way businesses are

managed across industries. It has become a dire need for organizations that use

data to make careful decisions by using analytical tools. We can rightly say that

Data Science & AI have brought about the advent of the fourth industrial

revolution in the world.

Data Science is one of the hottest skills of the market currently. However, there is a

wide gap between the demand and supply of skilled professionals in the field of

Data Science. To bridge the gap there is a need for credible programs on Data

Science and AI.

Page 5: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

PROGRAM OBJECTIVES

After the successful completion of this program, a student would

develop

Understanding of foundational topics of statistics, mathematical analysis,

and optimization

Knowledge of various unsupervised and supervised machine learning and

allied data analysis techniques

The acumen of solving real-life problems arising from different industry

verticals

The ability to explore data leveraging visualization techniques and useful

summary statistics

Basic skills of Extraction Transformation and Loading (ETL) of data

Theoretical understanding and intricacies of techniques commonly used

in business analytics

Deep understanding of various business application domains

Page 6: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

PROGRAM DETAILS

Salient features of the program

9 months long, 450 hours program including live sessions of 310hours

and required self-study and project work for140 hours

Classes will be conducted on every Saturday and one Sunday every month

30 credits

3 trimesters, consisting of 3months each

One project All the subjects are mandatory to attend

Lectures by IIITD faculty and subject matter experts from the partner

industry

IIITD Diploma Certificate IBM Certifications Placement Support

Curriculum

Term Course Live Hours Credits Lab Hours Faculty

1

Python Programming for analytics 20 2 6 IIITD

Probability and Statistics 30 3 8 IIITD

Mathematics and optimization theory 20 2 0 IIITD

Business Intelligence 20 2 6 IBM

2

Introduction to Machine Learning 20 2 6 IIITD

Data Science 30 2 6 IBM

Natural Language Processing 30 3 10 IIITD

Big Data Analytics in application 20 2 10 IBM

Data Mining 20 2 8 IIITD

3

Application of ML/DL 20 2 10 IIITD

Deep Learning 30 3 10 IIITD

Artificial Intelligence in applications 30 3 10 IBM

Project 20 2 0 Joint

Total 12 Courses + 1 project 310 30 90

Page 7: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

ADMISSION DETAILS

Last date of fee

submission Within 2

weeks of confirmation

Commencement of classes

7th August, 2021

Program Fees

Admission Fee (Non-

Refundable) Program Fee

2,000

2,10,000

GST@18% 37,800

Total Fee to the Student 2,49,800

*(In addition, there is a one-time refundable security deposit of Rs 10,000 that will be refunded at the time of graduation after deducting the applicable Convocation Fee of Rs 1500-Rs 2000.)

Eligibility Essential: Any Bachelor (>=3 years) degree holder is eligible for this program. Preference will be given to candidates who have completed their undergraduate degree in Engineering/Quantitative fields. -Minimum percentage in graduation: 50% (or CGPA of 5.5 on a scale of 10) -One Computer Programing course

-Two Mathematics courses

Desirable: Work experience in relevant fields

Selection Process

ACADEMIC CREDENTIALS EXPERIENCE INTERVIEW

Candidates will be shortlisted based on their academic credentials &

experience followed by an interview

TO APPLY, VISIT https://pgddsai.iiitd.ac.in

Page 8: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

THE IIIT-D EDGE

QUALITY

EDUCATION interactive online sessions, with carefully designed curriculum for enhancing the skills of the students.

WORLD CLASS

FACULTY from IIIT-D, IBM and eminent industry speakers.

PLACEMENT

SUPPORT All students enrolled in this course will get placement support from IIIT-D.

DUAL

CERTIFICATION The students will be awarded a PG Diploma from IIIT-D and a certificate from IBM.

FACILITIES

contemporary campus spread over 25 acres, with modern facilities and state of the art technologies.

ALUMNI STATUS

The students enrolled under this diploma will be given IIIT-D IDs as well as alumni status.

Page 9: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

KNOW YOUR FACULTY

Jainendra Shukla Assistant Professor (CSE, HCD)

He completed his PhD from Universitat Rovira I Virgili (URV), Spain. He

is the recipient of the prestigious Industrial Doctorate research grant by

AGAUR, Government of Spain. His research interest lie in the

intersection of Human-Robot Interaction, Machine Learning, and

Psychology.

Anubha Gupta Professor (ECE), PhD (2006), IIT-Delhi

She received her PhD in Electrical Engineering from IIT Delhi in 2006.

She even worked as a project manager on a state policy related

education project at the University System of Maryland, USA. Her

research interests are Statistical Signal Processing, Machine Learning,

and Biomedical Signal and Image Processing.

Gaurav Arora Assistant Professor (SSH)

He is a recipient of the Faculty Research Fellowship (2020-2022) at IIIT-

D; the James R. Prescott scholarship (2016) for outstanding creativity in

research at Iowa State University (ISU); and the Earl O. Heady

Fellowship (2012) for academic excellence in ISU. He was inducted as

an honorary life member to the Indian Society of Ecological Economics

in 2019. He obtained PhD in Economics from Iowa State University.

Gaurav Ahuja Assistant Professor (CB)

He is an Assistant Professor in the Department of Computational

Biology. He obtained his PhD degree from University of Cologne,

Germany, in 2015 and harbors expertise in analyzing Big Biological Data.

Vikram Goyal Head, Associate Professor (CSE)

He completed his PhD in Computer Science and Engineering from IIT

Delhi in 2009. He has a couple of Projects from DST, India and Deity,

India on problems related to Privacy in Location-based Services and

Digitized Document Fraud Detection. His research interests are Data

Mining, Databases and Spatial Data Analytics.

Page 10: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

KNOW YOUR FACULTY

Debarka Sengupta Associate Professor (CB, CSE)

He received his PhD in Computer Science and Engineering from Jadavpur University. Afterwards, he spent two and a half years as a

post-doctoral research fellow at the Genome Institute of Singapore. His

U.S. patent on applied social choice theory was awarded by the patent monetization giant Intellectual Ventures. His research interests are Applied Machine Learning and Genomics.

Rajiv Raman Associate Professor (CSE, Math)

He received his PhD from University of Iowa, USA in 2007. He has also

worked as a post-doctoral fellow at the Max-Planck Institute for

informatics in Germany and at the Centre for Discrete Mathematics and

Applications at the University of Warwick. His research interests lie in

Algorithms, Graphs Theory, and Combinatorial Optimization

Ganesh Bagler Associate Professor (CB)

He received his PhD in 2007 from CSIR- Centre for Cellular and

Molecular Biology. His research interests lie in Complex Systems,

Computational and Systems Biology, Complex Networks,

Bioinformatics, Modelling and analysis of Biological Data.

Tavpritesh Sethi Assistant Professor (CB)

He received his PhD from CSIR- Institute of Genomics and Integrative

Biology in 2014. Dr. Sethi is a member of the European Association of

Systems Medicine and leads the Australasia region for International

Associatiom of Systems and Networks Medicine. His research interests

are Biomedical Informatics, AI in healthcare, and Systems and Networks

Medicine.

Angshul Majumdar Associate Professor (ECE)

He completed his PhD from the University of British Columbia in 2012; he finished his thesis in a record time of less than two years. His research interests are in algorithms and applications of sparse signal recovery and low rank matrix recovery.

Page 11: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

KNOW YOUR FACULTY

Magesh Rajamani Solution Architect, IBM

He has over 19 years of experience across various domains of Data Science & AI. He has 12 patents to his name.

Pratyush Praveen Practice Manager, IBM With his over 20 years of experience in the field of Analytics he has worked across various geographies and industries. His sessions on Data Science and AI / Emerging Technologies have been well received at IITs and ICSI.

Hrishikesh Pathak Technical Consultant, IBM

He has over 8 years of experience and has delivered successful

projects in the areas of Data Science, Predictive Analytics,

Optimization and Text Analytics.

Nivedita Technical Consultant, IBM

She works with customers to identify business problems and apply Analytics to improve business results using IBM & open- source technology.

Ramanakumar Natarajan Software Specialist, IBM

He has over 25 years of experience in building enterprise applications using AI, master data and enterprise computing technologies.

Lalit Agarwalla Technology Specialist, IBM

He has over 16 years of experience in the IT Industry spanning across multiple domains.

Page 12: PG Diploma in DATA SCIENCE & ARTIFICIAL INTELLIGENCE

Indraprastha Institute of Information Technology, Delhi

Okhla Industrial Estate, Phase III

(Near Govind Puri Metro Station)

New Delhi, India - 110020 Phone: (+91) 011-26907120, 8557070201

Email: [email protected]