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#Admission2024

PG Diploma in Data Science 2024: Syllabus, Eligibility, Admission Process

1 Year
Diploma
Post Graduation
Full Time

The PG Diploma in Data Science is an extensive software designed to equip college students with the vital skills and understanding for a a fulfillment career within the subject of data science. The curriculum covers a huge variety of subjects together with statistical evaluation, machine gaining knowledge of, facts visualization and massive information technology. Students delve into programming languages ​​including Python and R and master data manipulation and evaluation.

The application typically covers foundational principles inclusive of facts cleansing, exploratory records evaluation, and speculation sorting out, getting ready school college students to benefit meaningful insights from complex records units Advanced topics collectively with deep mastering and natural language processing also are explored to provide a well-rounded understanding of the modern technologies in the subject

PG Diploma in Data Science Admission Process

Stage Key Steps
Preparation Research programs, review requirements, gather documents
Application Complete online applications, submit essay & recommendations
Testing Take entrance exams (if required)
Interview Prepare for and attend interview rounds
Decision Receive and respond to offer letters

PG Diploma in Data Science Course Eligibility

  1. Educational Qualifications:

    • Candidates are typically required to have completed a bachelor's diploma in a relevant discipline which includes Computer Science, Statistics, Mathematics, Engineering, or a associated subject.
    • Some applications may additionally specify a minimal percent or grade point average (GPA) within the undergraduate degree.
  2. Programming Skills:

    • Proficiency in programming languages normally used in records technological know-how, including Python or R, is frequently anticipated. Some applications may require applicants to illustrate their coding abilities at some point of the utility manner.
  3. Mathematics and Statistics Background:

    • A robust basis in arithmetic and facts is commonly critical. This may additionally encompass coursework in topics like linear algebra, calculus, and probability.
  4. Work Experience (Optional):

    • While now not always obligatory, a few institutions may additionally prefer or require candidates to have applicable work revel in, specifically if they do no longer have a strong educational heritage.
  5. Entrance Exam (Varies):

    • Some establishments can also require candidates to take a standardized test or front exam, along with the GRE (Graduate Record Examination) or a selected check related to data technology.
  6. Interview (Possibly):

    • A personal interview can be a part of the selection technique for certain programs. This is an possibility for the institution to assess the candidate's motivation, background, and suitability for the program.

PG Diploma in Data Science Entrance Exams

  1. Graduate Record Examination (GRE): The GRE is a standardized take a look at extensively used for admissions to graduate applications, consisting of PG Diplomas in Data Science. It assesses verbal reasoning, quantitative reasoning, and analytical writing talents. While not specific to records technology, many institutions do not forget GRE rankings as part of the utility process. Candidates can be required to obtain a competitive score to illustrate their aptitude for superior research.

  2. Graduate Aptitude Test in Engineering (GATE): GATE is an examination generally taken with the aid of engineering graduates for admission to postgraduate programs. Some establishments providing PG Diplomas in Data Science might also bear in mind GATE rankings as a part of their choice standards. While not solely designed for information technological know-how, a great GATE score in relevant disciplines which includes Computer Science or Statistics can make stronger an application.

  3. Data Science Entrance Exams (Institute-Specific): Some institutions might also conduct their very own entrance assessments tailored to evaluate a candidate's aptitude for facts technology. These checks normally determine programming capabilities, mathematical skill ability, and logical reasoning. Examples include written assessments or coding demanding situations designed to assess the candidate's readiness for this system.

  4. Joint Admission Test for M.Sc. (JAM): JAM is an entrance examination for admission to various postgraduate applications in science. While no longer focused entirely on information science, a very good JAM rating in relevant subjects along with Mathematical Statistics or Computer Applications may be considered via institutions supplying PG Diplomas in Data Science.

PG Diploma in Data Science Syllabus 2024

Module Content
Foundations of Data Science: Introduction to data science, data types and structures, data wrangling and cleaning, programming basics (Python or R)
Statistics and Probability: Descriptive statistics, inferential statistics, hypothesis testing, regression analysis, probability theory
Machine Learning: Supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model selection and evaluation
Deep Learning: Artificial neural networks, convolutional neural networks, recurrent neural networks, natural language processing
Big Data Technologies: Hadoop ecosystem, data warehousing, distributed computing, cloud platforms for data storage and processing
Data Visualization: Data visualization principles, tools for interactive visualizations, effective communication of data insights
Domain Applications: Case studies and applications of data science in various fields like healthcare, finance, marketing, and social sciences
Ethics and Responsible Data Science: Bias in data and algorithms, data privacy and security, ethical considerations in using data science
Electives (examples) Natural Language Processing, Computer Vision, Time Series Analysis, Business Intelligence

PG Diploma in Data Science Admission 2024

  1. Research Programs: Start by studying establishments supplying PG Diplomas in Data Science. Consider elements along with curriculum, school, facilities, and industry connections. Choose programs that align along with your career goals and pastimes.

  2. Check Eligibility Criteria: Review the eligibility standards distinct via each institution. Ensure that you meet the educational and other necessities, together with programming abilties and paintings enjoy if applicable.

  3. Prepare Application Materials: Gather essential documents, along with transcripts, letters of advice, a assertion of purpose, and a resume. Some programs may additionally require a portfolio showcasing relevant projects or a writing pattern.

  4. Entrance Exams (if required): If the program requires standardized test scores (e.g., GRE, GATE), prepare and take the exams. Ensure that the rankings are sent to the institutions where you are making use of.

  5. Submit Online Application: Complete the net application shape for each group. Provide accurate and special facts, and add all required documents. Pay interest to cut-off dates, as late programs may not be considered.

  6. Letters of Recommendation: Arrange for letters of recommendation from professors or professionals who can attest to your academic and/or expert talents. Ensure those letters align with the specific requirements of every program.

  7. Statement of Purpose (SOP): Write a compelling SOP that outlines your educational heritage, applicable enjoy, and reasons for pursuing the PG Diploma in Data Science. Highlight how the program aligns with your career aspirations.

  8. Interview (if required): Some applications may additionally require an interview as a part of the selection method. Prepare for potential questions on your historical past, motivation, and hobby in information technology.

  9. Application Fee: Pay the application price for each institution. Some may also provide fee waivers or reductions based totally on positive criteria, so test the information.

  10. Track Application Status: Monitor the software popularity and comply with up on any extra statistics or documents asked by using the establishments.

Top 10 Post Graduate Diploma in Data Science Colleges in India with Fee Structure

Tabulated below is the collection of the Top 10 Post Graduate Diploma in Data Science Colleges in India with Fee Structure, including their key features.

Name of the institute Fees Specialization
Pillai College of Arts, Commerce and Science INR 125,000 General
Digital Marketing
Usha Martin University INR 164,000 Human Resource Management
Banking and Finance
Marketing
Operations Management
Strategic Leadership & Management
Supply Chain Management
Entrepreneurship
International Business
Business Intelligence and Data Analytics
Laxmi Vidyapeeth INR 82,000 Finance
Human Resource Management
Information Systems
Marketing
Himalayiya University INR 156,000 Hospital Management
Tourism And Hospitality Management
General
Aviation Management
Finance
Human Resource Management
International Business
Logistics And Supply Chain Management
Marketing
Retail Management
Aviation and Hospitality Management
International Institute of Business Studies INR 845,000 Marketing
Finance
International Business
Retail Management
Tourism Management
Supply Chain Management
Media Management
Human Resource Management
Production and Operation
Entrepreneurship
Healthcare Management
Hospitality Management
Symbiosis Centre for Distance Learning INR 50,000 Banking And Financial Services
Retail Management
Information Technology
Dravidian University INR 50,000 Guidance & Counselling
Library Automation And Networking
Translation
Yoga
Folkloristics & Mass Media
Epigraphy
Kannada Journalism
Data Science
Gujarat Technological University INR 40,000 Computer Engineering
Civil Engineering
Mechanical Engineering
Aeronautical Engineering
Electronics & Communication Engineering
Chemical Engineering
Computer Science And Engineering
Information Technology
Rubber Technology
Mechatronics Engineering
Electrical Engineering
Biomedical Engineering
Plastic Technology
Automobile Engineering
Environmental Engineering
Mining Engineering
Biotechnology
Electrical And Electronics Engineering
Instrumentation & Control Engineering
Electronics Engineering
Manufacturing Engineering
Marine Engineering
Metallurgical Engineering
Power Electronics
Textile Technology
Electronics & Telecom Engineering
Industrial Engineering
Production Engineering
Nanotechnology
Robotics and Automation
Civil and Infrastructure Engineering
Information And Communication Technology
Textile Processing Engineering
Artificial Intelligence & Machine Learning
Chemical Technology
Artificial Intelligence and Data Science
IOT & Cyber Security Including Blockchain
Amity University INR 638,000 --
J.C. Bose University Of Science And Technology, YMCA INR 170,035 Executive

Top Government Post Graduate Diploma in Data Science Colleges in India with Fee Structure

Tabulated below is the collection of the Top Government Post Graduate Diploma in Data Science Colleges in India with Fee Structure, including their key features.

Name of the institute Fees
Dravidian University INR 50,000
Gujarat Technological University INR 40,000
J.C. Bose University Of Science And Technology, YMCA INR 170,035
IIIT Lucknow INR 269,700

Top 10 Private Post Graduate Diploma in Data Science Colleges in India with Fee Structure

Tabulated below is the collection of the Top 10 Private Post Graduate Diploma in Data Science Colleges in India with Fee Structure, including their key features.

PG Diploma in Data Science Course Placements

College Name Average CTC Top Recruiters
Great Lakes Institute of Management (GLIM) INR 10+ Lakhs Amazon, Microsoft, Uber, Flipkart
Indian Institute of Technology (IIT) Delhi INR 9-12 Lakhs Google, Samsung, Deloitte, Goldman Sachs
International Institute of Information Technology (IIIT) Bangalore INR 8-10 Lakhs Cisco, Bosch, Intel, LinkedIn
Manipal Academy of Higher Education (MAHE) INR 6-8 Lakhs Accenture, Wipro, Infosys, Tata Consultancy Services
Praxis Business School INR 5-7 Lakhs Zomato, Swiggy, Oyo Rooms, Myntra

PG Diploma in Data Science Course Jobs and Salary

Specialization Jobs Example Roles Avg. Salary (INR)
Natural Language Processing: Build chatbots, analyze text data, power AI assistants Dialogue System Developer, Sentiment Analysis Expert, Machine Translation Specialist 7-9 LPA
Computer Vision: Develop image recognition systems, analyze video data, automate visual tasks Object Detection Engineer, Facial Recognition Specialist, Medical Image Analyst 6-8 LPA
Time Series Analysis: Forecast trends, predict outcomes, optimize processes using time-series data Demand Forecasting Analyst, Inventory Optimization Specialist, Algorithmic Trading Developer 5-7 LPA
Business Intelligence: Design data dashboards, develop BI tools, translate data into business insights BI Architect, Data Visualization Specialist, Business Performance Analyst 6-8 LPA
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