Prospective Students
Meet the Faculty
A PROGRAM FOR THE NEXT GENERATION OF DATA – DRIVEN LEADERS
Overview
The Data Institute’s underlying goal of the Graduate Certificate Program is to train the next generation of skilled data scientists with substantial multidisciplinary understanding, broad analytical skills and technological abilities.
The program delivers interactive in-person data-centred training and involves 12 credits of courses split into 3 Quarters and 1 credit of a tailored Capstone Project in the 4th Quarter that requires collaboration with industry experts including a comprehensive hands on project and presentation.
DIP’s faculty provides mentorship and advising and offers need and merit-based financial aid for students enrolled in the certificate program. Our Graduate Certificate Program is open for enrollment on a rolling basis, graduate students with STEM degrees are eligible to enrol. Underrepresented individuals are strongly encouraged to enrol and complete the program.
Completion of the program is expected in 12 months.
Our Curriculum
Quarter 1
Foundation Courses
- Software Programming 101; SQL, R
- Mathematics for Machine Learning: PCA, Linear Algebra and Multivariate Calculus
- Statistics for Machine Learning: Inference, Regression, Clustering, Outlier Detection, Ranking. Additional focus on Training and Test Sets, Overfitting, Bias, and Error Rates
Quarter 2
Advance Courses
- Bayesian Statistics for Machine Learning
- Natural Language Processing (Retrieval and Extraction, Intelligent Web Searching, and Machine Translation)
- Database: Advance SQL, Accessing data with Python, Data Statistic & Mining, NoSQL
- Data Science – Advance; Predictive Analytics, Model Evaluation & Selection, Ensemble Methods, Boosting, Ranking & Recommendations
Quarter 3
Soft Skill Courses
- Data Visualization and Analysis – Storytelling With Data
- Business Strategy
- Enterprise Architecture – Data Privacy Security & Policy
- Business Plan Development & Startups
Quarter 4
Capstone Project
- Our Capstone project will challenge the students to work on an innovation project which will be drawn from real-world problems serving as a culminating academic and intellectual experience during their final quarter.
- By partnering with industry experts, students will get guidance and mentorship to construct/review research areas and business plans allowing them to create a usable data product that can be used to show their skills to potential employers.
- The DIP – Capstone Project will allow students to apply the knowledge and skills that they have gained throughout the year.
Who Should Apply
- Recent college graduates with a degree in STEM and an interest in data science and machine learning.
- Strong background in statistics and probability, linear algebra and calculus.
- Students should also have programming experience in Python or similar languages.
Tuition
Graduate Certificate Programs Tuition and Fees
Tuition and fees for the graduate certificate program can be found below.
To reserve your seat after acceptance in the certificate program, you must submit a one time non-refundable and non-transferable registration fee of Rs. 5,000.
Graduate Certificate and Course Tuition
Table of Charges*
Graduate Certificate Course Tuition per Month – Rs. 26,000
Graduate Certificate Registration Fee – Rs. 1,000
*Tuition and fees are subject to change.
Financial Aid
We are committed to facilitating access for students seeking to invest into further developing their skill sets and knowledge regardless of a family’s financial circumstance.
Our financial aid package puts the DIP Graduate Certificate Program within reach.
Please click on the button below and carefully read the guidelines before applying for a financial aid!
Take your next step
Admission Criteria
Confirm you meet the prerequisites for admissions
Submit
Entrance Exam
Complete the Take-home exam and submit it back within the allotted time
In-Person
In-person or video interview with an industry leader
Financial Guidelines
Prospective Students
During the submission of the application process, please indicate whether you require any financial aid. The deadline is the same as applying for admissions. Financial Aid supporting documents need to be sent along with the admission application before or on the specified deadline. Independent financial aid applications are not entertained.
Assessment Process
We assess the financial need of candidates and determine whether the candidate’s family has adequate resources to support the fee or not. The need is determined based on the financial credentials submitted by the student. The decision and its review follow the stages outlined below:
Students who apply are required to submit the necessary documentation by the deadline specified by us.
The staff at the Data Institute checks and reconciles the information on the Financial Aid form against the documents provided including their tenure and validity; seeking clarifications from the applicant/ student on anomalies if any.
Applicants are contacted for retrieval of discrepant documents (where necessary).
Student Evaluation Summary sheets are prepared that contains a summary of the credentials provided covering all the aspects to be presented to the Institute for the final decision.
Interviews are conducted where recommended.
The Data Institute Financial Aid Committee (Staff or Board) assesses each case through the summary sheet and reviews supporting documents before making their decision, which is purely based on need.
The decision is communicated to the students through an official Letter of Financial Arrangement.
The process is conducted at the beginning of each quarter where students and parents are approached by DIP to submit the required forms and supporting financial documents. Failure to comply with the given deadlines for document submission could lead to cancellation of financial aid.