Postgraduate Certification in Business Analytics (PGCBA)
Course Overview
Course Details
- To help analytics professionals gain in-depth knowledge in various areas of analytics and gain managerial insights through data analysis
- To transform analytics professionals into an exceptional, cross-functional leader who integrates all disciplines to achieve the organisation’s strategic goals with help of advanced analytics
- To help face challenges and complexities in analytics field, thereby equipping those working in analytics field with the necessary skill-sets to adopt an appropriate course of action
Course Content
On Campus Component 1 + Initial online sessions- Introduction to R
- Introduction to Python
- Spreadsheet Modelling & Power BI
- Various graphs, charts and basic statistical techniques including data properties (moments)
- Hypothesis Testing
- ANOVA
- Discriminant Analysis
- Factor Analysis
- Principal Component Analysis etc.
- Linear Regression Model
- Discrete Choice Models
- Logistic Regression
- Multinomial Logistic Regression
- Probit Regression/Demand Management and Forecasting
- Data Analytics Life Cycle
- Anomaly Detection
- Association Rule Learning (Dependency Modelling)
- Clustering/Classification/Regression/Summarization
- Meta Analytics
- Neural Networks
- Multilayer Perceptron (MLP)
- Support Vector Machines (SVM)
- Nearest Neighbour Algorithm (KNN)
- Introduction to Artificial intelligence and Deep learning
- Information Retrieval
- Lexical Analysis
- Pattern Recognition
- Tagging
- Annotation
- Information Extraction
- Natural Language Processing (NLP)
- Marketing
- Finance
- HR
- Operations
- Supply Chain Management
- Digital Media Analytics
- LP Simplex
- GRG and Evolutionary using Excel Solver
- Simulation
- Demand Management and Forecasting
- Applications of Time Series Models [ARIMA, ARCH, GARCH] etc.
- Data Management in Big Data Era
- Concept of Hadoop
- Data Stream Analytics
- Recommender System etc.
COURSE PEDAGOGY
- The primary method of instruction will be through LIVE lectures that will be beamed online via Internet to participant devices like laptop or desktop. The pedagogy will comprise lectures, case methods, analytical exercises, group work, projects, term papers, assignments and dissertation imparted by XLRI’s faculty. Concepts will be explained using examples drawn from the real life. All enrolled students will also be provided access to the Cloud Campus through which students may access other learning aids, reference materials and assessments, case studies, projects and assignments as appropriate. Throughout the duration of the course, students will have the flexibility to reach out to the professors, real time during the class or offline via the Cloud Campus to raise questions and clear their doubts.
ELIGIBILITY
- Mathematics or Statistics as a subject in Class XII or Graduation with at least 50% marks
- For Indian Participants – Bachelors in Engineering (10+2+4) or Graduates in Computers, Science, Commerce or Business (10+2+3) from a recognized university (UGC/AICTE/DEC/AIU/State Government).
- For International Participants - Graduation or equivalent degree from any recognized University or Institution in their respective country
- Minimum 1 years of relevant work experience in the field of analytics
- Participant selection into the program is based on an elaborate selection process including validation of academic performance and work experience and submission of a Statement of Purpose (SOP)
FEE STRUCTURE
The total course fee is Rs. 3,35,000/- plus GST as applicable. The amount can be paid in six installments .CAMPUS VISIT
1 week of in-campus immersion sessions at XLRI in Jamshedpur that provides participants with an opportunity to experience the campus, interact and learn from the faculty and network with peers. During the period of their stay on campus participants need to participate in intensive classroom and group learning sessions. The dates of the in-campus immersion sessions will be communicated after the Jharkhand State Government permits Higher Education Institutions to conduct in-campus sessions and programs. Attendance to the In-Campus module is MANDATORY for all participants. The in-campus modules are subjected to the conditions that prevail at the point of time. These conditions pertain to the Pandemic or other unavoidable reasons. In case the current situation maintains the status quo, adequate alternate options with regards to the in-campus modules will be made available via online sessions.Certification, Assessment and Evaluation
A minimum of 80% attendance to the LIVE lectures of each course within the program is a prerequisite for the successful completion of this program. In the event that attendance to the live lectures falls below 50% for any given course, participants will be required to repeat the course. There are periodic evaluations built in throughout the duration of the course. These maybe in the form of a quiz, assignment, term papers, project, case studies, dissertation or other objective/subjective assessments. The evaluations are designed ensure continuous student engagement with the course and encourage learning. The faculty members teaching their respective courses will choose the method of evaluation most appropriate to the material. An end term examination will also be conducted. Participants who successfully complete the same along with the requisite attendance criteria will be awarded a certificate of completion by XLRI.Certification
After successful completion of this program, students will be conferred with "Postgraduate Certification in Business Analytics” directly by XLRI Jamshedpur. The student also have the opportunity to earn a specialization certificate in the area of their chosen elective provided they meet the qualifying standards of the elective and project in the area of elective.
Alumni Status
On successful completion of our long duration programs, you will be awarded with the XLRI alumni status and you may avail all the related benefits (be a part of the alumni meets, chapters etc.).More Courses by this Instructor
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This has been one of my best learning experiences. It has got me to appreciate business management in a better way.The teaching faculty have been brilliant, the TA’s have been approachable and helpful throughout the course and I would rate this course a 10 on 10 when its gauged against other similar courses offered.I have been interacting with the students who are from the other institutes at our Hughes center and I have learnt that none of those courses have the rigor that PGCBM demands. This is something I appreciate about the PGCBM course as this has forced us to study and work hard towards achieving a good grade albeit at a cost. The cost is the toll it has taken in managing the work and personal life as the course has been heavy and requires a focused study of a good 2-3 hours every day on an average. But I believe if it was not so then there would not have been any learning. With regards to the campus component I felt it was brilliantly organized and the effort put in by the VIL team is commendable. The faculty was superb, the accommodation was excellent and the food was an absolute treat.
I thank the entire XLRI team for this and hope to be associated with the XLRI family in the years to come.
Mr. Darshan Krishnamurthy – PGCBM 26
I would like to say a BIG THANK YOU…. for all that you all did when we were on campus.I wish we as HR, can be to our employees what you were to us in that week.It was one of the most hectic week but I loved every bit of it. If another week of campus stay is announced, I will register without a thought! Everything was almost perfect. Hearing, knowing of and admiring XLRI is different from experiencing it. In one word, I lived the most inspiring week of my life in Jamshedpur! Thanks again for everything.
Ms. Anindita Dey – PGCHRM 19
I am very proud to be an alumnus of the great institution ‘XLRI’ that has produced some of the greatest leaders in various fields. To have been taught by the professors at XLRI who are great academicians and who guide many global companies to drive their strategies was indeed a sought-after experience. I am very proud to have been a part of XLRI where students are not just students but managers, strategists and leaders in the making. Being an alumnus of XLRI where values and patriotism are omnipresent even today is one of my biggest achievements.
Ms. Rudrani Nalubolu – PGCHRM-14
I am proud to say that XLRI is my alma mater, and extremely happy to have done so well in the course. The best part about the VIL courses is the quality of teaching – we interact with the finest minds in the subject, and the intellectual stimulation that comes out of classroom discussions is simply mind blowing. I will always remember this one year as one of the most valuable years of my life.
Ms. Pushpa Jagadeesan – PGCHRM-13
I have had a wonderful experience as a student of the program and have learned a lot from my professors and fellow students. There are many options available in the education market to continue your education as a professional. However, the experience, exposure and access to years of research in the field of HR cannot even come close to what one can find at XLRI. Being a part of this institution makes me stand apart in the crowd and to believe in what I stand for as an HR professional. I am proud to call myself an XLRI alumnus and it is my honor to be one.
Godfrey Mitchell – PGCHRM-12
Its been an awesome ride at XLRI.I’ve meet some wonderful friends and meet some great leaders who have helped me take critical decisions of my life.I’ve already been recognized by top companies in my sector with offers from companies as renowned as pepper fry, which i had to let go cause i had a different vision.
Currently i have got an opportunity to lead the HR team of one the companies with not only the biggest vision’s in INDIA but in the world which has a vision to save millions of life’s on a click of a button and i would owe this to XLRI for giving me the XL tag, it certainly counts. i am working as a consultant though for 3 months but the opportunity is what I have always wanted lets just hope i make this count. Cheers!!!. Thanks a ton. Its just the beginning…
Thanks a ton, Team XL.
Archie D souza – PGCHRM-20
With great pleasure and humility I would like to share this moment of happiness with my Respected Professors and Students.On 18th February 2017, I was honored with prestigious ‘100 most Impactful CSR Leaders ( A Global Listing)’ by World CSR.The 100 Most Impactful CSR Leaders (Global Listing) is a tribute to those who are missionaries and passionate about CSR. Those Leaders who have believed that CSR Leadership must contribute to Social change are recognized. The World CSR Day pays a tribute to such leaders who are transformation agents. By recognizing Leaders who have contributed value & made a change. Such Leaders who are impactful & believe that there is a MAD (Making A Difference) approach to their workThe approach is driven by passion & commitment towards Social Change.I am really grateful towards XLRI and my Great Professors for the wonderful learning that helped me develop a new vision and better approach to my work.I am a proud student of XLRI PGCHRM -20 Batch.
Kindly convey my gratitude to all the professors and batchmates who have contributed significantly for this achievement.
Vibha Natraj – PGCHRM-20
Wonder why something happens suddenly in our life? Explore not. It’s the lord who connects the dot. Such was the amazing experience when I first came to know about XLRI course. I had a quick glimpse of all the details, and thought why cannot I join this? After working for Indian Air force, for seventeen long years, I made up my mind to be an HR person, so that I can render my long term of experience so far to the organization, where I could get an opportunity to work.
The XLRI PGCHRM -21 courses gave me an extreme outlook, to enhance my HR skills to a large extent. The journey from day one was fantastic. It created a platform for getting to know each other, from different parts of the country. Each XLRI’an had many stories to share and learning experiences. In spite of all the hurdles faced by me professionally & personally during the course completion, I made it a point to succeed in all the areas of assessment. Now, a person with many master degrees in hand, feel proud and happy to say that XLRI has great impact on my career. Now after having so much of learning experience, I had been successful in dealing with many issues in my organization.
I should definitely quote here, an HR person deals with human resources, the most challenging task. It requires really great skill and learning. And I believe, XLRI has rendered me those skills. Now when I look back, I feel my quick judgement of enrolling myself in XLRI then was really a great decision.
Sreenivas.K RH-16142 – PGCHRM-21
I found the course extremely useful for working executives like me. The course coverage was exhaustive with all contemporary issues covered at length. The course pedagogy that included quizzes, assignments, mid-term and end-term exams, ensured that along with conceptual learning we also mastered the application of such concepts in real life situations. It was indeed a privilege to learn from the hugely experienced faculty, most of whom shared deep insights from the corporate world, which made our learning more practical and useful.In order to make the programme even more useful, I would like to suggest the following:
Presently, the immersion programme at XLRI campus is for a week during the entire duration of the programme. This needs to be conducted twice (a total of two weeks) during the programme. Such ‘face-to face’ interaction with the faculty is particularly helpful in having a better grasp of such courses/topics as Labour Laws, IR&PM, Collective Bargaining, Social Research Methods, etc.
On the whole, it was a great learning and enriching experience for me as a professional. I shall continue to have fond memories of the wonderful time spent in the classroom and campus with professors and co-students alike!
Arup Kumar – 26th March, 2017
Thank you all so so much for making our stay in the campus super comfortable and a memorable one. We are back at our work stations loaded with funtastic memories and friendships to be cherished forever.
Thank you all once again.
Ms. Srimoyee Basu – PGCBM 26
Campus Component was most wonderful event and it was an experience for lifetime.I never imagined myself as a student again attending classroom lectures. This was possible because of the Campus Component. Thanks for the wonderful hospitality during our stay.
Mr. Santosh Pawaskar – PGCBM 26
Though it was a VIL platform, but I didn’t observe any lack of quality in the teaching pedagogy. Faculty was always approachable. Studying through this platform was the same as studying at college.
Bhim Sain Mirg – PGCBM-19
Visiting the XLRI campus is one of the most memorable experiences of my life. I appreciate the effort you and the team invested in the 1 year VIL program and CC. Hats off to the team.
Sonia Singh – PGCHRM 18