- Basic concepts of Data Mining
- Data Mining techniques
- Related technologies
Practical Approach to Data Mining and Analytics
Explore the experimental aspects of data mining and data analytics in the context of the business industry with their significant applications in this course.
Online
6 Months
₹ 20,000
Inclusive of GST
Quick facts
particular | details | |||
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Collaborators
TCS
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Medium of instructions
English
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Mode of learning
Self study, Virtual Classroom
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Mode of Delivery
Video and Text Based
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number of course credit
5
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Course overview
The Practical Approach to Data Mining and Analytics online certification course is offered for the candidates to develop an understanding of the basic to advanced level concepts and principles of data mining and data analytics for processing and transferring data effectively for decision making. This certification course is provided by the TCS iON digital learning hub and this honors certification improves the skills and knowledge of data analysis in the students.
The course curriculum comprises several theoretical and practical methodologies that allow students to gain competence in data management in the business industry. The students of the online program are given academic and industrial guidance from mentors like Dr. Rajendra Pamula (Assistant professor in computer science and engineering) and Sugato Samanta(domain consultant in the Tata Consultancy Services). The students of the ‘Practical Approach to Data Mining and Analytics’ online training program will be given digital certificates according to their qualifications. The course duration is planned for five to six months.
The highlights
- Online course
- Five to six months
- Digital certificates
- Internship
- Mentorship
- Career guidance
Program offerings
- Digital resources
- Three digital lectures
- One tutorial
- One hands-on session
- Practice assessments
- Summative assessments
- Academic connect community
- Industrial connect community
- Mentors
- Internship programs
- Placement guidance
- Digital certificates
Course and certificate fees
Fees information
The ‘Practical Approach to Data Mining and Analytics’ certification fee is paid online through the TCS iON digital learning hub website.
Practical Approach to Data Mining and Analytics fee structure
Particulars | Fee in INR |
Program Fee | Rs. 20,000 |
certificate availability
certificate providing authority
Eligibility criteria
The students applying for the ‘Practical Approach to Data Mining and Analytics’ online certification course are required to have prior knowledge of linear algebra, differentiation, partial derivatives and gradient in Calculus, normal distribution and probability in Statistics with fundamentals of programming in Python.
Certificate qualifying details
The ‘Practical Approach to Data Mining and Analytics’ digital certificates are given to the students based on the following criteria,
- The students who score more or equal to 40% in Part A and more than or equal to 50% in Part B with a total average score of equal to or greater than 50% will get the ‘Certificate of Achievement’.
- The students who are not able to attend the summative assessment but are able to finish the course study with the projects and practice assessments can get the ‘Certificate of Participation’.
- The students who don’t pass the summative assessment can get the scorecard.
What you will learn
The ‘Practical Approach to Data Mining and Analytics’ certification syllabus is framed for the students to develop skills in applied aspects of data mining and data analytics. The students will gain knowledge of the concepts of data mining which involve the determination of patterns and information from datasets. The learners will be able to explore the aspects of data analysis which include data modeling, data visualization, and transformation of data that aid in the decision-making process.
Who it is for
The ‘Practical Approach to Data Mining and Analytics’ online certification program is directed at the students of all engineering domains and for those who wish to become data scientists, data analysts, and business analysts.
Admission details
The students interested in joining the ‘Practical Approach to Data Mining and Analytics’ certification classes can apply online through the website.
Step 1: Find the course page using the link below,
https://learning.tcsionhub.in/courses/industry-honour-certification/data-mining-analytics/
Step 2: Choose the ‘Activate Now’ option.
Step 3: Fill in the details to start a course account.
Step 4: Follow the instructions to join the course.
Filling the form
The ‘Practical Approach to Data Mining and Analytics’ online program requires the students to enter their name, email address, and phone number for the creation of the course account.
The syllabus
Introduction to Data Mining
Data Preprocessing
- Data cleaning
- Data transformation
- Data reduction
- Discretization and generating concept hierarchies
Data Mining Algorithms
- Association rules
- Classification
- Prediction
- Clustering
Data Analytics Using Programming Tools
Data Analytics
- Association and correlation analysis - regression models
- Predictive analytics
- Exploratory analysis
Text Analysis
Case Studies
- Image analytics
- Text analytics
Evaluation process
The summative assessments at the end of the program should be written and cleared to get the ‘Practical Approach to Data Mining and Analytics’ certificate of achievement.
How it helps
The ‘Practical Approach to Data Mining and Analytics’ certification benefits the students by helping them gain professional exposure to the concepts of data mining and data analytics to gain a comprehensive understanding of the domain and data science. The candidates of this certification can gain internship and career opportunities.
Instructors
Dr Rajendra Pamula
Assistant professor
IIT (ISM) Dhanbad
M.E /M.Tech., Ph.D
Mr Arindam Gupta
Domain Consultant
Tata Consultancy Ser...
FAQs
The certification course is provided by the TCS iON digital learning hub.
Yes, you will get assistance in finding internship opportunities during the course.
Yes, you will need knowledge of mathematics, statistics, and programming in Python.
Yes, if you finish the course projects and practice assignments you can receive the certificate of participation.