First Year Semester - I Course Code Course Name Category Theory / Practical / Project Assessment Type CA EE DSS101 Business Statistics Methods Major Theory 30 70 DSS102 Lab based on Business Statistics Methods Major Practical 25 25 DSS103 Mathematics for Data Science OE Theory 30 70 DSS104 E-Commerce SEC Theory 15 35 DSS105 Excel for Business VSC Practical 25 25 DSS106 English Communication Level-I AEC Theory 15 35 DSS107 Value Education VSC Practical 25 25 DSS108 Ayurvedic Lifestyle IKS Theory 15 35 DSS109 Yoga I CC Practical 50       Total   220/550 Semester - II DSS110 Problem solving using C Major Theory 30 70 DSS111 Database Management System Major Theory 15 35 DSS112 Computer Networks Minor Theory 15 35 DSS113 Linear Algebra OE Theory 30 70 DSS114 Digital Marketing SEC Practical 25 25 DSS115 Lab based on Programming using C and DBMS VSC Practical 25 25 DSS116 English Communication-II AEC Theory 15 35 DSS117 Environmental Studies VEC Theory 15 35 DSS118 Work Life Balance CC Practical 50       Total   220/550 Second Year Semester - III DSS201 Python For Data Science Major Theory 30 70 DSS202 Data Warehousing and Business Intelligence Major Theory 30 70 DSS203 Data Structure Minor Theory 30 70 DSS204 Cyber Security OE Practical 25 25 DSS205 Lab based on Data Structure and Python VSC Practical 25 25 DSS206 Personality and Career Skills AEC Practical 25 25 DSS207 Indian Constitution VEC Practical 25 25 DSS208 Mini Project FP Practical 25 25     Total   220/550 Semester - IV DSS209 EDA using Advanced Excel Major Theory 30 70 DSS210 Google Analytics and Data Visualization Major Theory 30 70 DSS211 Big Data Analytics Minor Theory 30 70 DSS212 Financial and Advancement Skills OE Practical 25 25 DSS213 Lab based on Data Visualization and EDA VSEC Practical 25 25 DSS214 Soft Skills AEC Practical 25 25 DSS215 CEP based on IT skills and Digital Literacy,Survey, Training CEP Practical 25 25 DSS216 Yoga_II CC Practical 50       Total   220/550 Thired Year Semester - V DSS301 Discrete Probability and Probability Distribution Major Theory 30 70 DSS302 OR DSS303 Machine Learning OR Internet of Things(IoT) Major (Elective)(Any one) Theory 30 70 DSS304 Time series analysis and Forecasting Major Theory 15 35 DSS305 Applied Business Analytics Minor Theory 30 70 DSS306 OR DSS307 Practical based on Data Engineering and Machine Learning OR Practical based on Data Engineering and Internet of Things (IoT) VSC (Depending on major elective) Practical 25 25 DSS308 Practical based on Data Modeling VSC Practical 25 25 DSS309 Seminar or Presentation on digital platform FP/CEP Practical 25 25 DSS310 Human Rights CC Practical 50       Total   220/550 Semester - VI DSS311 Cloud Computing Major Theory 30 70 DSS312 OR DSS313 Deep Learning OR Computer Vision Major (Elective)(Any one) Theory 30 70 DSS314 Data Privacy and ethics Major Practical 25 25 DSS315 OR DSS316 Lab based on cloud computing and Deep Learning OR Lab based on cloud computing and Computer Vision VSC (Depending on major elective) Practical 50 50 DSS317 Emerging trends in data science Minor Practical 50 50 DSS318 Project OJT Project 50 50     Total   220/550

Fee Structure :

Installments scheme available on request.  Payment mode online only.  Fees and syllabus are subject to change without notice. Fees once paid is not transferable and refundable in any situation. Students are requested to keep all receipts safely till end of the course.

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Examination Instructions

Examination will be of descriptive type. To successfully complete the academic program, learner shall need to successfully complete all the courses in it.

The performance at the examinations for all the courses in the academic program (except those which are “exempted”) shall determine the overall class / division / Cumulative Grade Performance Average (CGPA).

Marks system:

1. For the purpose of evaluation, there are three types of courses, namely, (i)Theory (ii) Practical (iii) Project
2. For Theory Courses, there will be two components in examination, namely, (i) Continuous Assessment (CA) and (ii) End Examination (EE).
3. TheContinuous Assessment (CA) (of 30% marks for 4 credit points) and (of 15% marks For 2 credit points )for a Theory Course shall consist of activities including assignment, class test and seminars to be set, organized and evaluated by therespective Learner Support Centre. The statement of marks of the continuous assessment shallbe displayed on the Notice Board by the LSC.
4. The End Examination (EE) (of 70 % marks for 4 credit points) and (of 35% marks for 2 credit points)shall be set, organized and evaluated under supervision and control of the Controller of Examination, YCMOU. The EE shall consist of compulsory questions of 5 marks each.
5. For successful completion of a Theory Course, the learner must secure atleast 40 % marks in the EE AND at least 40% in combined total of CA and EE. In case the learner does not complete a theory course successfully, s/he may appear as a repeater for End Examination by paying requisite fee and by following the stipulated procedure.

   Existing marks in CA of repeater learners will be considered while calculating result of repeat examination. No repeat examination in CA will be taken.

6. For Practical Courses, an end examination of maximum marks, shown in the course structure shall be conducted at an examination centre with the facilities of laboratory for conduct of practical activities.
7. The learners, for the Practical courses, shall be evaluated with the following criteria.
   • Actual Performance of the examinee: 60%
   • Work book/ Journal: 20%
   • Viva: 20%.
8. Learner must secure 40% or more marks to successfully complete the practical courses.
9. The Project Work type of courses shall carry marks as defined in the course structure. Of these marks to be allotted, 50% marks are to be assigned by Internal Examiner and 50% by the External Examiner. The evaluation will be based on the performance of the learner in VivaVoce, Project Report and Presentation based on the Project work. The learner needs to secure 40% marks in the Project Examination to successfully complete the course.

Students Evaluation with Grade system:

1. The system of examination shall be same as that with the marking with the following additional changes:
2. The marks scored by the learner shall be converted into grade points using rules approved by the university authority.
3. Letter Grade: It is an index of the performance of students in a said course. Grades are denoted by letters O, A+, A, B+, B, C, P and F. The UGC recommends a 10-point grading system with the following letter grades and points as given below:

Letter Grade and description	Grade Point
O (Outstanding)	10
A+(Excellent)	9
A(Very Good)	8
B+(Good)	7
B(Above Average)	6
C(Average)	5
P (Pass)	4
F(Fail)	0
Ab (Absent)	0

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Admission Procedure For 'B.Sc.(Data Science)' From Yashwantrao Chavan Maharashtra University, Nashik.

• Apply for Entrance Test (CET) Conducted by YCMOU.
• Admissions are given on first cum first basis with minimum 50% marks and Qualify Common Entrance Test (CET) Conducted by YCMOU.
• Submit the duly filled form along with attested ONE xerox copies of SSC and HSC Board exam Mark sheet,LC and Adharcard, Pan Card along with original for verification. Four passport size photos are required.
• Pay the fees by ONLINE MODE ONLY.

FAQ

Quick Ref. : Where is YCMOU | How do I register | Where will I get counseling | What is distance learning | Books & Study material | My Exams schedule | Job guarantee
Q	What is Open Learning?
A	Open learning refers to ‘openness’ in education. You can take the education that you want, at your pace and wherever it is needed. You are not bound to attend regular college. There is no upper age limit for a student. There is flexibility in course combinations.
Q	Does Distance Education have the same status as conventional education?
A	Yes, Distance Education is the accepted mode adopted by a number of Universities the world over. Almost all these universities use the conventional mode too. Considering that many institutions offer both the modes simultaneously, they are comparable.
Q	Is the YCMOU a recognised university?
A	Yes! (YCMOU) was set up in July 1989 by Act XX(1989) of the Maharashtra State Legistature. The YCMOU has headquarters at Nashik and provides support to its learners through study centers, which are spread all over the State of Maharashtra.
Q	Is the YCMOU student eligible for UPSC examinations?
A	Yes,. Please refer The Government GR on 'About University' link
Q	Are the YCMOU degrees, diplomas and certificates recognised for Government Jobs?
A	Yes, Please refer The Government GR on 'About University' link
Q	Where is the YCMOU located? <
A	The university Head Quarters is located at Nashik, Maharashtra, INDIA. The address is - Yashwantrao Chavan Maharashtra Open University, Dnyangangotri, Near Gangapur Dam, Nashik - 422 222
Q	Do I need to go to Nashik for studying?
A	No! The YCMOU has established several Study Centres all over the India. Each academic programme is implemented at specified Study Centres. You may select the Study Centre most convenient to you and after registering at such a Study Centre, attend the contact/ sessions there.
Q	Does the University provide study material?
A	Yes, YCMOU provides study material to the students for most of its programmes. The cost of this is included in the Programme Fees
Q	What is included in the study material?
A	Self-instructional study-texts, Workbooks and CDs (wherever applicable), etc.
Q	From where can I receive the study material?
A	From the Study Centres. The Study Centre distributes the study material after confirmation of the student’s admission.
Q	How do I register myself with the YCMOU ? <
A	The university has a separate Registration Section to handle registration-related issues. Once you decide about the programme of study, you will need to purchase the Prospectus for the programme, collect all the relevant information about the period of registration, the applicable fees, etc. Contact the Study Centre Coordinator or the Principal for this.
Q	What is the registration procedure?
A	Collect the prospectus with form from the Study Centre. Fill up the form. Attach the necessary documents. Attach the proper Demand Draft of fees. Submit it to the Study Centre.
Q	What is counselling?
A	Counselling is the academic support given at the recognized Study Centre. It could be in the form of lectures delivered by an expert, group discussions, presentations, quizzes, etc.
Q	Where will I get counseling? <
A	At the study centre. Once your admission is confirmed, you are eligible for attending counselling sessions at the study centre.
Q	What documents are required for admission
A	Only attested zerox copies of the certificate and marksheets of Board exams that You have Passed. And originals only for verification.
Q	Can I continue my other graduation/ post graduation programs with other universities.
A	Yes open universities do not require any migration or original certificates for submission So you are eligible to continue Your other programs simultaneously. DUAL DEGREE IS PERMITTED.
Q	How exams will be conducted.
A	University has decided to conduct the descriptive end examination pattern from academic year 2016-17.
Q	What is distance learning and what is scope of it. <
A	Distance education is a field of learning which focuses on a convenient delivery of education to those who cannot attend regular classroom courses. Students of distance education access their courses through printed study material as well as online learning soft wares. This is an advanced branch of learning through which students from any corner of the world can pursue their desired degrees of course with help of today’s technology.
	Scope and Benefits: There are numerous distance learning benefits which you ought to consider when electing to take an online distance learning course.
	Distance education promotes the opportunity to meet the needs of students unable to attend on-campus classes. One of the biggest distance learning benefit is the issue of flexibility and time. A student is not confined to classroom for a certain number of hours on a given day. Online courses provide flexibility when it comes to the completion of lessons. Increased access to learning Promotes life long learning Increased compensation and promotion potential Another benefit of distance learning to students is the ability to do interactive teamwork between groups. Students have the opportunity to correspond with others from different backgrounds and to hear from a variety of speakers from around the world. Access to experts and tremendous volume of online databases is also a distance learning benefit. Instead of searching for hours through card catalogs and library stacks, you can utilize an online search engine to find countless experts' articles and research databases within seconds. Instructor communication is an additional distance learning benefit. With the evolution of e-mail and internet chat rooms, instructor-student contact can be maintained and strengthened. This fosters a better educational experience for the distance learning student. Ever had to make a special trip to campus to drop off homework assignment? At two o’clock in the morning? The use of email can allow you to send your homework assignment at any time of day to your professor - safe and convenient. What a benefit for distance learning! Have to take a test? Allows you to take an exam without the need for attending a traditional classroom miles away. Financial benefits of distance learning exist as well. Without the need to leave your home for spending a semester or a year in a distant city, you can substantially save on transportation, housing, and food costs. It goes without saying that you can keep your full or part time job at the same time you pursue a distance learning course. Social benefits of distance learning? Without having to leave your community, you maintain your personal, cultural, and social lifestyle. Your circle of comfort is maintained, reducing additional stress.
	Distance education is an education that aims to deliver education to students who are not physically present and the main advantage of distance education is the students rather than attending courses individually can communicate through internet with the teachers at their own time and can exchange the  material over the net, DLP India would be a great help for the students who are looking for distance learning courses in different field starting from Undergraduate to Post Graduate in Management and Technology.
Q	Do I need to refer other books in addition to material supplied by university. <
A	The course material delivered to You by university will cover the courses topics  in sufficient detail. How ever we also suggest certain reference books that you can read in order to get in depth knowledge on topics covered.
Q	Is entire Study material is available at a time
A	No It is delivered as per semester subjects.
Q	If there is need of Computer at home for practice.
A	Generally we provide sufficient practice (unlimited ) hours for students. A PC at home may be for additional practice  But not compulsion.
Q	Do I need to pass any entrance Test for taking admission for any of the program.
A	No Absolutely Not. You need to fulfill the eligibility criteria that’s all. Admissions are given First cum First Serve Basis.
Q	When will be My Exams scheduled. <
A	For YCMOU Exams will be In the Month Of December and June.
Q	How can I pay my fees in Cash or cheque.
A	You can pay your fees in cash, cheque or DD.
Q	Is there Education Loan available for these programs.
A	Yes. You can enquire that with your Bank also.
Q	Can I complete these programs while taking a job.
A	Yes. Definitely weekend batches are available for selected programs (sat-Sun).
Q	Do you provide job guarantee after these programs. <
A	Yes. (With conditions.) Please see the conditions on 'Why at us' link.