Welcome to CDS 2022 organized by BDA LAB, IIITA. CDS 2022 is in ONLINE MODE


Core Data Science

In the past decade, we have witnessed the emergence of data-intensive applications that involve massive data flows and real-time decision-making. The increasing volume of data sources and recent business demands established data science as one of the most rapidly expanding fields. Data science combines mathematics and statistics, highly specialised programming, advanced analytics, artificial intelligence (AI), and machine learning with subject matter expertise to extract actionable insights from an organization's data. The primary objective of the Core Data Science (CDS 2022) workshop is to bring together individuals who are building the foundation for data science and its applications in science, engineering, technology, and society. This workshop will provide a knowledge-sharing platform to highlight advances in mathematical, statistical, and computational methods in the context of data and information sciences. CDS 2022 will also highlight challenges and advancements in data science ethics and fairness. It is essential to raise awareness of data science among researchers and academics in order to conduct innovative research and create a knowledge base.

Following topics will be covered in the workshop:
  • Basics of Data Science
  • Big Data Architectures, Distributed Processing
  • Introduction to Hadoop
  • Distributed and Parallel Algorithm using Map Reduce
  • Data Stream Processing using Apache Spark Ecosystem
  • Information Retrieval and Map-Reduce Implementations
  • Big Data Tools: Features, Use cases and examples
  • Classification: Basic Concepts and Decision Trees
  • Dimensionality Reduction
  • Big Data and AI techniques to Combat COVID-19
  • Data Visualization Tips and Best Practices

Workshop Online meeting Link...Click here

IIIT Allahabad

Indian Institute of Information Technology Allahabad (IIITA) located in Jhalwa, Allahabad, UP, India was established in 1999, as a center of excellence in Information Technology and allied areas and is an institute of national importance by the act of parliament. IIIT-A aims to evolve an integrated ambiance of creative learning, researching for novelties, contributing to the growth of knowledge, mapping the knowledge into innovations, innovations in terms of innovative products, services and also in terms of re-engineering the education process itself, devising the newer tools and sophisticating the skills at higher level. read more


Allahabad is a fascinating city with a blend of a rich cultural and historical heritage hosting a wide range of styles of the Maratha, Mughal, Holkar and British era. Chhatris, Laal Bag Palace, Kanch Mandir are cues of its architectural exellence. Triveni Sangam, the confluence of the Ganges, Yamuna and "invisible" Saraswati rivers, is considered holy by Hindus. It’s near the 16th-century Allahabad Fort, built by Mughal Emperor Akbar. In the fort are the ancient sandstone Ashoka Pillar, the underground Patalpuri Temple and a sacred banyan tree. read more


Lead Faculty and Coordinator

Talks and schedule

All timings are as per Indian Standard Time (IST)

Workshop Online meeting Link...Click here

  • Monday, August 29, 2022 , 08:30 am-10:30 am, "From Signal to Data: Basics of Data Science", by Prof. Pavan Chakraborty
  • Monday, August 29, 2022 , 01:00 pm-02:00 pm, "Big Data Architecture and Introduction to Hadoop", by Dr. Sonali Agarwal
  • Monday, August 29, 2022 , 02:00 pm-03:00 pm, "Distributed and Parallel Algorithms using Map Reduce" , by Dr. Manish Kumar
  • Tuesday, August 30, 2022 , 08:30 am-10:30 am,"Data Stream Processing using Apache Spark" , by Dr. Sonali Agarwal
  • Tuesday, August 30, 2022 , 01:00 pm-03:00 pm,"Information Retrieval and Map-Reduce Implementations , by Prof. Anton Satria Prabuwono
  • Wednesday, August 31, 2022 , 08:30 am-10:30 am,"Big Data Tools: Features, Use cases and examples" , by Dr. Sonali Agarwal
  • Wednesday, August 31, 2022 , 01:00 pm-03:00 pm,"Classification: Basic Concepts and Decision Trees" , by Prof. Anton Satria Prabuwono
  • Thursday, September 1, 2022 , 08:30 am-10:30 am,"Dimensionality Reduction" , by Prof. Shekhar Verma
  • Thursday, September 1, 2022 , 01:00 pm-03:00 pm,"SAFE AI", by Dr. K. P. Singh
  • Friday, September 2, 2022 , 08:00 am-10:00 am,"Big Data and AI techniques to Combat COVID-19" , by Dr. Sonali Agarwal
  • Friday, September 2, 2022 , 12:00 pm-01:00 pm,"Data Visualization Tips and Best Practices" , by Dr. Arif Bramantoro

Registration Details

Student/Research Scholar : Rs. 500 (INR)

Faculty/Industry Personnel : Rs. 1000 (INR)

Registration Link : Click here

Payment Link : Click here

Organising & Program commitee

  • Prof. Shekhar Verma. IIIT Allahabad, India
  • Prof. Pavan Chakraborty, IIIT Allahabad, India
  • Dr. K. P. Singh, IIIT Allahabad, India
  • Dr Manish Kumar, IIIT Allahabad, India
  • Dr. M. Syafrullah, Universitas Budi Luhur, Indonesia
  • Mr. Ashutosh Kumar
  • Ms. Sadhana Tiwari
  • Mr. Amit Kumar
  • Mr. Ritesh Chandra
  • Mr. Shashi Shekhar Kumar
  • Ms. Nitu Kumari

Reach us

Indian Institute of Information Technology Allahabad

 IIIT-A Road, Jhalwa, Prayagraj (Allahabad) - 211012, Uttar Pradesh, India


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