Practical Approach to Data Mining and Analytics

BY
TCS iON Digital Learning Hub , Skillsoft

Explore the experimental aspects of data mining and data analytics in the context of the business industry with their significant applications in this course.

Mode

Online

Duration

6 Months

Fees

₹ 20000

Inclusive of GST

Quick Facts

particular details
Collaborators TCS
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
number of course credit 5

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
₹ 20,000  (Inclusive of GST)

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

Yes

certificate providing authority

TCS iON

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 scientistsdata analysts, and business analysts.

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

Knowledge of data mining Knowledge of python Data science knowledge Statistical skills

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. 

The syllabus

Introduction to Data Mining

  • Basic concepts of Data Mining
  • Data Mining techniques
  • Related technologies

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

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.

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

Which educational platform offers the course on ‘Practical Approach to Data Mining and Analytics’?

The certification course is provided by the TCS iON digital learning hub.

Do I get opportunities for internships in the ‘Practical Approach to Data Mining and Analytics’ certification training?

Yes, you will get assistance in finding internship opportunities during the course.

Do I need background knowledge to join the ‘Practical Approach to Data Mining and Analytics’ online classes?

Yes, you will need knowledge of mathematics, statistics, and programming in Python.

Will I get a certificate if I don’t write the summative assessment for the ‘Practical Approach to Data Mining and Analytics’ certification course?

Yes, if you finish the course projects and practice assignments you can receive the certificate of participation.

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