The objective of this workshop was to make students aware about the Research analytics through R, and to provide basic training in understanding the core techniques and concepts in Data science and R Programming.

The workshop on Research analytics through R was conducted by Mr. Abhishek Goswami, Founder, GRAP. He focused on how to program in R and how to use R for effective data analysis. While addressing the students he also mentioned that how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high level statistical analysis. The workshop covered practical issues in statistical computing which included programming in R, reading data into R, accessing R package, writing R functions, debugging, profiling R code, and organizing and commenting R codes. He said that R programming language is the most widely used language in Data Science and Analytics and with the rise of Big Data and data science, its growth and popularity is boundless. R also has a superb IDE, R Studio, facilitating reproducible research that helps to exploring, modelling, and visualizing data naturally. Extensive training was provided using R for the Statistical analysis with deep focus on real life / business problems.

At the end of this workshop students Understood Data Science and its applications, became familiar with Big data concepts, exposed to R Programming and related data analysis techniques. The workshop was also attended by faculty members of the institute including Prof. Sunil Upadhyay, Prof. Ajay Sinha, Dr. V. N. Bajpai, Dr. Satish Kumar, Dr. A P Tripathi, Prof. Alok Singh and Dr. Charu Chaudhary .

The session ended with vote of thanks to Mr. Abhishek for providing such a wonderful insights on Research through R. Overall the entire workshop was very interactive and informative for all the participants.

The workshop was very well coordinated by Prof. Sunil Upadhyay, Prof. Ajay Sinha.

The objective of this workshop was to make students aware about SAP, its various functional modules and about various future opportunities available in this domain.

On first day, session on introduction to SAP was taken by the expert, Mr. Varun. He said that by leveraging SAP, businesses can create the potential to better understand, manage, and strategically exploit the complex dynamics of customer behavior. It reveals how to tap into the powerful tool of SAP to create a strategic advantage and identify new business opportunities.

While addressing the students he also mentioned that SAP provide better operational visibility to companies which in turn help them to take better decisions with a reduced cost. SAP products are used by more than 12 million people in the world. There is a growing need for SAP Trained professionals to provide consulting services on SAP products. He also talked about various SAP modules and their integration.

On Second day Mr. Amit Gupta expert in Finance module gave overview on Financial Accounting and Controlling on SAP. While addressing the students he also mentioned that SAP Finance module was designed for meeting all the accounting and financial needs of an organization. Within this module Financial Information is available for revision in real time. The real-time functionality of the SAP modules allows for better decision making and strategic planning. The FI (Financial Accounting) Module integrates with other SAP Modules such as MM (Materials Management), PP (Production Planning), SD (Sales and Distribution), PM (Plant Maintenance),and PS (Project Systems).

The FI Module also integrates with HR (Human Resources) which includes PM(Personnel Management), Time Management, Travel Management, Payroll. Document transactions occurring within the specific modules generate account postings via account determination tables.

On the same day in a parallel session for HR students, expert focused on Human Resource Compensation Management. He said HCM is one of the most important processes in organizations across industries. The general idea on HR is related only to recruiting. But HR is much beyond just recruiting. In an organization, HR not just hires employees but segregates employees based on various factors such as department level, payment days, payment details, designations and more. Besides, various other works such as promotions, employee engagement and team motivation tasks are taken care of by the HR. These works might sound very simple; however, working out all these for people of an entire organization is not an easy work at all. To streamline all such HR processes, SAP ERP operations are widely used. SAP HCM ERP is one of the most flexible software for HR processes widely used across industries.

Mr. Varun, Marketing area expert focused on SAP Sales and Distribution (SD) module. He discussed majorly all the tasks involved in the SD process. While addressing to the students, he gave practical exposure on pre-sales activities, sales order, distribution of shipments, billing process, and generating customer invoice. He also explained linking of SD with other modules of SAP, the Enterprise structure participating in sales and distribution, Creating Master record for material, customer, partners, and all. He also discussed how to maintain documents related to sales, distribution, and billing, work on pre-sales activities covering sales document structure, inquiries, and quotations. All the students gained first- hand experience on various SAP modules.

The workshop was also attended by faculty members of the institute including Prof. Sunil Upadhyay, Prof. Ajay Sinha, Dr. V. N. Bajpai, Dr. Satish Kumar, Dr. A. P. Tripathi, Prof. Alok Singh and Dr. Charu Chaudhary, Dr. Surendera Tiwari, Dr. Puneet Singh.

The session ended with giving vote of thanks to MR. Amit Gupta, Mr. Varun and other experts for providing such wonderful insights about Finance, HR and Marketing Module of SAP.

Overall the workshop was very interactive and informative for all the attendees.

The workshop was very well coordinated by Dr. V.N Bajpai, Dr. Abhinav P. Tripathi, Prof. Sunil Upadhyay.

Today's lecture was started with the discussion of practical aspect of measure of Centre tendency and Measure of Dispersion and he discussed so many different situations where these tools can be applied to make better decision. During the tenure of his discussion he also showed some graph and asked the students to find out answers of some questions depending on them.

After that he discussed about the discovery of Regression and correlation that how regression was discovered when Francis Galton in 1987 wanted to study the relationship between height of sons and their fathers. He discussed that with regression analysis we can set the trend for quantifying the relationship between two variables in which one variable is dependent variable and others are independent and he discussed how we can use regression analysis to forecast the value of one variable when the value of other variable is known. He also talked about the different methods of regression analysis and interpretation of results. Prof. N.K. Gupta then gave the students a case study and asked them to solve it with the help of different statistical tools.

Towards the conclusion of his lecture, Prof. N. K. Gupta discussed his current research about the reasons of divorce in newly married couples. The lecture arranged today facilitated the students to understand statistics in a more practical outlook and also enlightened them how a manager can make better decisions with the help of these tools.