The world of securities markets, encompassing stocks, bonds, commodities, and derivatives, is a complex and dynamic ecosystem that relies heavily on data and information. In recent years, data science has emerged as a transformative force within this sector, revolutionizing trading strategies, risk management, compliance, and decision-making processes. This article explores the profound impact of data science on securities markets and how it is reshaping the industry.
This program is designed in a way that helps a candidate to understand how the influence of data science on securities markets is rapidly growing. Currently use of data science in securities markets has become profound. It has been reshaping the way trading, investing, risk management, and compliance are conducted. In an environment where milliseconds can make a difference, data science has given market participants the tools to make data-driven decisions, respond to market dynamics, and improve trading strategies. As technology continues to advance and data availability grows, the transformative power of data science in securities markets is likely to become even more pronounced, shaping the future of finance in unprecedented ways.
This program is designed for students who want to advance their careers in data science in the securities market’s domain. It is also ideal for the securities markets professionals who want to learn using data optimally to make their decisions more efficient, consumer-centric and cost effective.
Certificate Program in Data Science (Advance) Advance Data Science is for professionals who want to understand the in-depth knowledge of Data Science in Securities Markets. Advance Course is more application based in the field of Financial Markets. The Advance levels comprise courses in Machine Learning, Deep Learning, Financial Econometrics and Introduction of Big Data etc.
Advance :
Machine Learning Foundation
Machine Learning Practices & techniques
Introduction of Deep Learning
Deep learning Models in Finance
Financial Econometrics
Time Series & Forecasting
Introduction of AI
Introduction of Big Data
Fintech Concepts
Algorithmic Trading
Financial Modelling
* Tools Used – R, Python, Power BI, Sublime, Hadoop, HIVE, PIG & Tableau
Two Day Campus Immersion Program at Patalganga Campus where students will:
(I) Work on Hands-On Projects.
(ii) Explore NISM’s Technical Infrastructure including Bloomberg Lab, Data Science Lab, Simulation Lab and other facilities.
The performance of participants is assessed on continuous evaluation. Evaluation is through quizzes, submissions, projects, etc., as may be indicated by the faculty members. At the end of the Advance Level of the programme, participants will be awarded with grades and certificate of completion of Advance Level.
During the advance level of the program the students can attend two-day workshop/training physically in NISM, Patalganaga Campus.
The programme will be delivered in Online Mode. Academic Calendar will be provided at the commencement of the Programme. Class timings would be as follows:
| Day | Timings | Teaching Hours | Break Time |
|---|---|---|---|
| Tuesday | 07: 00 PM to 09:15 PM | 2 Hours | 15 Minutes |
| Thursday | 07: 00 PM to 09:15 PM | 2 Hours | 15 Minutes |
| Saturday | 06:00 PM to 09:15 PM | 3 Hours | 15 Minutes |
| Sunday | 10:00 AM to 01:15 PM | 3 Hours | 15 Minutes |
(I) NISM invites online applications for admission to the CPDS-Advance 2026–27 (Batch IV).
(ii) Registration will start on December 20, 2025 (1730 Hrs.) and the last date of online registration will be on April 15, 2026 (2359 Hrs).
(iii) Candidates need to create their Login ID (USERNAME & PASSWORD) for online registration at https://apply.nism.ac.in/cpds-advanced-application-form Upon successful registration, a User-ID and Password will be sent to registered email ID and mobile number of the
(iv) Candidates need to submit an application/admission data form along with a non-refundable registration fee of Rs. 500/- (Rupees Five Hundred Only).
(v) Applications in any other mode will not be accepted
Interested applicants who fulfil the below-mentioned eligibility criteria are required to register for the CPDS Advance 2026–27 (Batch IV) via the registration link https://apply.nism.ac.in/cpds-advanced-application form. Applicants for admission to the programme will be shortlisted on the basis of their scores in ANY of the following entrance examinations
| Educational Qualifications | Valid Common Entrance Test Score |
|---|---|
| Eligibility Criteria: Candidate must satisfy the following criteria to apply for the programme:
Note: Candidates who are likely to complete Graduation |
The candidates are required to qualify NISM Aptitude Test (NISM AT 2026) exam conducted by NISM. |
(i) Shortlisted candidates from Stage-II will appear in Stage-III i.e. NISM Aptitude Test (NISM AT 2026).
(ii) All shortlisted candidates will be informed by Email or download their call letters to appear in the NISM Aptitude Test. All the required details like date, time and other guidelines will be mentioned in the call letter.
(iii) Eligible candidates will receive an Email for the NISM Aptitude Test for CPDS-Advance 2026-27 (Batch IV).
(i) The offer of admission to the candidate will be made strictly on the basis of merit/ rank list and availability of seats.
(ii) The Merit List will be generated based on the valid score of NISM Aptitude Test 2026 (NISM AT 2026).
(iii) During the Campus Immersion Program Accommodation will be done by NISM.
Only selected candidates will receive a provisional offer letter for admission from apu@nism.ac.in on their registered email ID shortly after the declaration of the merit list. A candidate receiving an admission offer from NISM and accepting the offer within the stipulated date needs to deposit Rs. 1,04,750/- as the OAA i.e. Offer Acceptance Amount (or as mentioned in the Offer Letter).
(i) An automated receipt and a text message of the transaction will be shared by the associated bank on the registered email id/ mobile no. of the candidate.
(ii) On acceptance of the admission offer and payment of OAA, the candidate will receive his/her confirmation letter for provisional admission to CPDS-Advance 2026–27 (Batch IV) on his/her registered email ID. If a candidate fails to pay the Offer Acceptance Amount by the stipulated date mentioned in the admission confirmation letter, the seat will be cancelled.
(iii) The fee structure for CPDS-Advance 2026–27 (Batch IV) is appended below:
| Fee Structure of CPDS Advance 2026-2027 (Batch IV) | |
|---|---|
| Particulars | Total Fee for Academic Year 2026-27 |
| Tuition fee | 82,627 |
| GST @18% | 14,873 |
| Alumni fund | 2000 |
| Accommodation Fee (During Campus Immersion) | 2,600 |
| GST @5% | 130 |
| Dining Fee (During Campus Immersion) | 2400 |
| GST @5% | 120 |
| Total Fee | 1,04,750 |
| Due Date | Within Ten Days of Receiving Provisional Admission Offer Letter |
(I) The program includes the Two Day Campus Immersion. Accommodation and Dining during the Immersion will be taken care by NISM.
(II) All expenses incurred towards traveling will be borne by the individual Participant. Attending Two Days Campus Immersion at NISM Patalganga Campus is mandatory for all Participant.
(I) The academic session will tentatively begin from April 25, 2026.
(ii) The hostel room allocation to the candidate will be done on a sharing basis. Hostel rooms for the DAP candidates will be arranged on the ground floor or first floor (Preferably) at the time of training at Patalganga.
Note:
(i) Comfortable hostel accommodation, separate for boys and girls is available in the campus..
(ii) Accommodation and Dining Fee once paid by a student will not be refunded under any circumstances.
(iii) The hostels are well equipped with all the modern amenities and are under the charge of caring and experienced Wardens.
(iv) NISM Dining Hall and Cafeteria: A spacious well lit and well ventilated cafeteria in the campus serves sumptuous and healthy food to the students. The variety of dishes which are both healthy and tasty and are crafted by a team of professional dieticians to ensure a well-balanced diet..
(v) NISM Recreational Facilities: NISM offers ample opportunities to students for a regular work-out and lifestyle management by providing a host of excellent sports facilities. It has facilities for games like cricket, basketball and volleyball as well as indoor games like chess, carom, table-tennis, badminton, etc. A Gymnasium and a swimming pool is also available for students to enhance their fitness levels.
(vi) Medical Facilities: NISM provides Student Safety Insurance and a visiting doctor within the Campus. Ambulance facility (on call) is available in case of any emergency.
(vii) Laundry facilities are available on payment basis at our campus.
(i) Entire Fee including the application fee is Non-Refundable.
Note:
(i) The above mentioned admission criteria, terms and conditions are subject to change at the discretion of NISM.
(ii) The information in this document is applicable only for the admissions cycle CPDS-Advance 2026–27 (Batch IV). NISM reserves the right to change, modify or adopt any new admission process that it deems necessary at any point.
(iii) Any dispute concerning Admission for the CPDS-Advance 2026–27 (Batch IV) would be subject to the jurisdiction of the competent courts within the territorial jurisdiction of the city of Mumbai only.
(iv) You will receive all admission offers in the form of a letter duly signed by the Academic Program Unit of NISM sent from apu@nism.ac.in. Any offer received from any other email is completely invalid and is not official. All admissions to NISM are provisional till you have completed all formality upon reporting to the institute.
(v) If at any point of time it is found that the information provided by the candidate is false, incorrect, or
misrepresented, the admission offer will stand cancelled.
(vi) NISM reserves the right to change, modify or adopt any new admissions process that it deems necessary at any point.
| Online Applications Open | December 20, 2025 (1730 Hrs |
| Last Date for Submission of Online Application | April 15, 2026 (2359 Hrs) |
| Entrance Exam (Phase-I) |
March 29, 2026 |
| Entrance Exam (Phase-II) |
April 19, 2026 |
| Announcement of First Selection List | April 01, 2026 (1730 Hrs) |
| Announcement of Second Selection List | April 19, 2026 (1730 Hrs) |
| Academic Session Begins | April 25, 2026 |
Q1. What is special about this Certificate Programme in Data Science (Securities Markets)
Programme?
A1. Data has become an integral part of decision-making in the modern age. In order to effectively
leverage the power of data, professionals need to have expertise in various data processing techniques
and tools. The Certificate Programme in Data Science (Securities Markets) is a one-of-a- kind program
that equips students with the necessary skills to apply data analytics in the financial markets. Whether
it’s for product engineering, investment decisions, research, advisory, or any other area, our program
provides a comprehensive understanding of how to use data to make informed decisions.
Our data science program is designed for individuals who have a passion for data analytics and a drive
to implement it in the financial markets. The program offers a unique opportunity to study in an
environment that is both deeply academic and inspiringly professional, yet refreshingly friendly. With
a focus on practical applications and real-world scenarios, students gain hands-on experience using
the latest tools and techniques to analyse financial data. Whether you are looking to advance your
career or start a new one, our program will provide you with the skills and knowledge necessary to
succeed in the exciting field of data science in financial markets.
Q2. What is the structure of the Programme?
A2. Certificate Programme in Data Science (Securities Markets) is online live course divided into two parts, Foundation (Level 1) and Advance (Level 2).
The programme will take place in Online Mode. The class timings would be as follows:
| Day | Timings | Teaching Hours | Break Time |
|---|---|---|---|
| Tuesday | 07: 00 PM to 09:15 PM | 2 Hours | 15 Mins |
| Thursday | 07: 00 PM to 09:15 PM | 2 Hours | 15 Mins |
| Saturday | 06:00 PM to 09:15 PM | 3 Hours | 15 Mins |
| Sunday | 10:00 AM to 01:15 PM | 3 Hours | 15 Mins |
Q3. Can I do only one level?
A3. Yes, you can enrol for any one or both level of the program subject to the eligibility of admission.
Q4. What will I Learn in this Programme?
A4. The Programme offers a robust mix of financial markets and application of technology, which would help to improve quality of decision making in financial markets. The topics covered in the programme include Machine Learning Foundation, Introduction of AI, Machine Learning Practices and techniques, Introduction of Big Data, Fintech Concepts, Algorithmic Concepts, Financial Modelling, Time Series and Forecasting.
A5. Does this programme provide any practical exposure?
A5. The Programme provides exposure to Data Science and Analytics tools where the participants get
hand-on experience on R, Tableau, Power BI, Google Analytics and Python etc. The lectures and hands on sessions will be delivered by eminent faculty and industry experts who provide the necessary practical exposure.
Q6. Where will this Programme lead to?
A6. This program could lead to the following job profiles, which involves the fusion of data science techniques and financial analytics:
• Credit Research and Ratings
• Investment Evaluation and Portfolio Management
• Risk Modelling
• Claim Processing
• Fraud Detection
• Analysing Financial Statements
• Equity Research
Q7. What are the eligibility criteria for this Programme?
A7.To apply for this programme, the minimum educational requirement is.
Graduation with 50% marks from a recognized University/Institute OR Candidates who have successfully completed any program in the area of Data Science of a minimum six months
duration with minimum 50% marks.
Q8. I do not have prior understanding on financial markets. Will this Programme suit me?
A8. The curriculum has been appropriately structured to provide a basic understanding of financial
markets, institutions and products. This will create a level playing field amongst participants from
diverse backgrounds. The programme will feature subjects on Financial Economics, Financial Products
and Institutions, Financial Derivatives, etc. to give a fundamental understanding in these areas, over
and above data science related subjects.
Q9. Is there any upper age limit for this Programme?
A9. No, there is no upper age limit to pursue this program.
Q10.What is the selection criteria?
A10.The selection of candidates will be based on a screening test. Upon successful completion of the basic level, students will be eligible to directly enroll in the advanced level. Students who opt to directly enroll in the advanced level (without completing the basic level) will need to undergo a separate screeningtest.
The screening test will cover the following syllabus:
• Number System
• Profit and Loss
• Simple Interest
• Compound Interest
• Elementary Statistics & Data Interpretation.
The screening test will be conducted online and will last for 60 minutes, with 30 questions. There will
be no negative marking.
Q11. What is the fee for the Programme?
A11. The fee structure for CPDS-Advance 2026–27 (Batch IV) is appended below:
| Fee Structure of CPDS-Advance 2026-27 (Batch- IV) | |
| Particulars | Fee |
|---|---|
| Tuition fee | 82,627 |
| GST @18% | 14,873 |
| Alumni Fund | 2,000 |
| Accommodation Fee (During Campus Immersion) | 2,600 |
| GST @5% | 130 |
| Dining Fee | 2,400 |
| GST @5% | 120 |
| Total Fee | 104,750 |
| Due Date | Within Ten days of Receiving Provisional Admission Offer Letter |
Q12. How can I apply for the Programme?
A12.Candidates willing to apply should first register themselves on https://apply.nism.ac.in/cpds-advanced-application-form
Step 1: New Registration: Upon successful registration, a User-ID and Password will be sent to
registered email ID and mobile number of the candidate.
Step 2: Application process: Thereafter, candidates are required to log-in and complete the application process by paying application fee. After making the payment of application fee of Rs. 500/- the candidate may submit their application.
*Above charges are exclusive of Payment Gateway charges & Procession fee as applicable.
Q13. What is the application Fee? Where can I pay it?
A13. The application fee for the CPDS (Advance) programme is Rs.500/-. Candidates may apply online through the link https://apply.nism.ac.in/cpds-advanced-application-form. Upon completion of the application form, the fee can be paid using Debit Card, Credit Card, or Net Banking. The entire application process, including payment of the application fee, is conducted online.
Q14. What is the last date to apply?
A14.The last date to apply for CPDS (Advance) is 15th April 2026
Q15. When will the Programme commence?
A15. CPDS (Advance) will commence from 25th April 2026.
Q16. Is distance learning available for this Programme?
A16. Distance learning is not available for this program. It is online instructor led program.
Contact Details:
For any further enquiries, please connect to the Admission Helpdesk NISM: +91- 826-800-2412
Professor
Professor
Associate Professor
Assistant Professor - 1
© 2026 National Institute of Securities Markets (NISM). All rights reserved.
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