Practical Approach to Data Mining and Analytics | TCS iON Industry Honour Certification

Offered By in collaboration with

Course Details

Credits & LTP

Each course offers 5 credit points.

Lecture

Tutorial

Practical (Hands-on)

Credit

Recommended For:

Graduation Programme - B.E./B.Tech
Branch - Applicable across all engineering branches
Semester -

5 ^th, 6 ^th, 7 ^th and 8 ^th

Course Summary

Data Mining is a systematic and sequential process of identifying and discovering hidden patterns and information in a large dataset. On the other hand, Data Analysis is a superset of Data Mining. It involves extracting, cleansing, transforming, modelling, and visualisation of data to uncover meaningful and useful information that can help in taking decisions. As per TeamLease Services (a staffing arrangements company) by 2020, India will face a shortfall of 2,00,000 analytic data experts.

Practical Approach to Data Mining and Analytics lays the foundation of the basic and advanced concepts of data mining and data analytics supported with latest industry relevant business case studies. Students can learn data mining skills, tools and techniques in analytics, statistics and programming. This course demonstrates the usage of raw data in the data mining process, various visualisation techniques, and teaches students to perform analysis and interpretation of data.

Hands-On

A virtual hands-on environment is integrated within the course.

+ Read More - Read Less

RECOMMENDED PRIOR KNOWLEDGE

1. Mathematics

Linear Algebra
Calculus: Differentiation, Partial Derivatives and Gradient
Statistics: Normal Distribution, Probability

2. Basic Programming in Python

Course Syllabus

The course syllabus will be delivered through a combination of eLearning resources, digital lectures, community based digital classrooms as applicable.

+ Expand All - Collapse All

View More View Less

POTENTIAL CAREER PATH

Data Analyst

Data Scientist

Business Analyst

RELATED COURSES

+ More - Less

Course Components

Digital Learning
Resources

Digital course accessible anytime and anywhere View Sample

Digital
Lectures

Digital lectures delivered by industry and academic experts View Sample

Academic Connect
Community

Focussed on building conceptual clarity View Sample

Industry Connect
Community

Focussed on building industry oriented applied knowledge View Sample

Industry
Assignment

Access to two industry related mini projects View Sample

Practice
Assessment

Access to two practice assessments for self-evaluation View Sample

Summative
Assessment

Test of theoretical and applied knowledge View Sample

Verifiable Digital
Certificate

Verifiable certificate on successful completion View Sample

Internship
Opportunity

For top percentile, subject to vacancies in corporates and their hiring policies View Sample

Job
Opportunity

Visibility to job vacancies with leading corporate recruiters, subject to vacancies and their hiring policies View Sample

Available Locations

!~StateCity~!

+ More

Meet the Mentor(s)

Ashvini Shahane

President - Learning Services and Principal Architect
Synergetics India Pvt Ltd

Academic Expert

With 20+ years of experience, Ashvini is known for her delivery engagements within the IT delivery segment. In her career of 20+ years she has trained more than 8000 Developers, Infrastructure Admins, Architects from different IT companies on various technology areas like Cloud, .NET, Data Analytics and Machine Learning (ML). Ashvini is the President - Learning Services, at Synergetics IT Services, a 25 year old organisation in corporate training and consulting. Synergetics is a Microsoft Partner for more than 20 years and this association with Microsoft has given Ashvini opportunities to train, consult and guide in migrating many solutions of Microsoft Customers to Microsoft Azure cloud and analytics solutions. Ashvini has trained IT professionals across the world and has travelled to different countries like Singapore, Hong Kong, Korea, Philippines, Thailand, Japan, France and Sweden for consulting and training.

Chitra Iyer

Technology Lead for Database and BI
Synergetics India Pvt Ltd

Academic Expert

A software consultant par excellence, Chitra is immensely experienced in Oracle, SQL Server, Microsoft BI Suite, Enterprise Java and SharePoint. She is proficient in building solutions, delivering trainings as well implementing solutions using these technologies.

Chandrasekhar Deshpande

Corporate Trainer and Architect
Synergetics India Pvt Ltd

Academic Expert

A professional par excellence in Analytics, Machine Learning, Big Data with batch and real-time processing, Apache Spark and its ecosystem, Software Analysis, Design & Development, General Administration, and Corporate & Industrial Trainings, Chandrasekhar has nearly 13+ years of experience in corporate training and 6+ years of experience in architecting and development of real-life projects. He has been an active professional for more than 29 years till date.

Have a Question?

If you want to know more about our products

FAQs

1. How will this programme help students in building their proficiency? +

This programme is envisaged to help build a strong foundation across various streams through digital lectures, practice and summative assessments, mini projects, mentorship from renowned industry and academic experts. Students will also get an opportunity to showcase their skills to potential recruiters.

2. How is this programme different from other industry programmes? +

This programme is designed to continuously make academic content more relevant to students by integrating industry inputs, which is a compelling need of the industry.

3. Who should join this programme? +

Any student who is enthusiastic about industry relevant skills can join the Industry Honour Certification programme pertaining to that skill.

4. Will there be any internship and job opportunity provided through this programme? +

Internships and job opportunities will be provided subject to performance in the course, availability of opportunities or vacancies in the corporates who recognise the certification, and based on the corporate hiring policy.

5. What is the duration of this programme? +

The duration of this programme is around 4 to 5 months, in sync with the universities'/institutions' semester.

6. What is the summative assessment format? +

Students need to appear for the summative assessment at their college as per the course requirement. The students will be assessed in 2 stages.
- Part A is a test of knowledge, to assess the conceptual knowledge of a student, specific to the course. The question paper pattern will be similar to the practice tests.
- Part B is a test of application, to assess a student’s applied skills gained through this programme. A sample question will be available in the practice test similar to the ones in the actual test.
The evaluation of summative assessment will be done by TCS iON.

7. What is the total marks for the summative assessment? +

The summative assessment consists of total 100 marks with 50 marks each allotted for Part A and Part B. Part A is a summative assessment of one hour and Part B is a summative assessment of about two hours (actual duration may vary depending on the course).

8. What are the criteria to obtain a certificate? +

1. All students who attempt the summative assessment will receive a scorecard.
2. The 'Certificate of Completion' is awarded to students who attempt the summative assessment and meet each of the following criteria:
  - Part A score is greater than or equal to 40%
  - Part B score is greater than or equal to 50%
  - Overall assessment score is greater than or equal to 50 marks.
3. Students who do not meet the above criteria will not receive a certificate.
4. Students who do not attempt the summative assessment will not receive any certificate or scorecard.

9. How many attempts are allowed for practice and summative assessments? +

Students get access to 2 practice assessments. There are 2 attempts for each practice assessment. The students can appear for the summative assessment only once as per the slot selected by their respective universities or institutions.

10. What is the process for taking the re-exam if the student does not clear the certification exam? +

The student can appear for the re-exam by paying the pre-defined exam registration fees.

11. How can students purchase this programme? +

The students can avail this programme through their institutions.

12. How can the students validate their profile details filled by their institution? +

Students are encouraged to check and update their basic profile details such as name, email ID etc. by navigating to Home >> My Account >> Update Profile. Please note that the profile details will be leveraged to generate course completion certificates.

13. What is the refund policy for TCS iON Industry Honour Certification? +

Once an institution or a student subscribes to the TCS iON Industry Honour Certification, no refund will be issued under any circumstances.

Show Less

TCS iON Industry Honour Certification - Practical Approach to Data Mining and Analytics

Offered By in collaboration with

Course Details

Course Summary

Course Syllabus

Course Components

Available Locations

Meet the Mentor(s)

!~TestimonialHeadingText~!

Have a Question?

FAQs

TCS iON Industry Honour Certification - Practical Approach to Data Mining and Analytics

Offered By .a { fill: #F26522; } .b { fill: #034EA2; } in collaboration with

Course Details

Course Summary

Course Syllabus

Course Components

Available Locations

Meet the Mentor(s)

!~TestimonialHeadingText~!

Have a Question?

FAQs

About TCS iON

Offered By in collaboration with