- Data, features
- Preprocessing on data
- Cleaning of data
- Feature selection techniques like Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA)
- Components of Analytics - reporting and analysis
Online
6 Months
₹ 20,000
Inclusive of GST
Quick facts
particular | details | |||
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Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
|
number of course credit
5
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Course overview
The ‘Data Analytics and Reporting’ online course is designed for the students to develop a comprehensive understanding of the principles of data analytics, data preprocessing and the techniques and tools associated with data analysis. This certification program is provided by TCS iON digital learning hub for students who fulfill the eligibility criteria.
This industry honors certification by TCS iON will impart expertise in data analytics for machine learning and for statistical algorithms. The students are engaged with virtual learning methodologies aided by digital resources, lectures, practical sessions, and the online classroom. The course mentors are the academic professionals and industry experts such as the associate professor from IIT Patna, consultants, and managers from TCS.
The ‘Data Analytics and Reporting’ online certification course equips students with professional skills for internships and career development with five-course credits after completion of the course. Digital certificates are given to participants of the program.
The highlights
- Online mode
- Five credits
- Five to six months
- Course mentors
- Internships
- Career guidance
- Medium of instruction in English
- Digital certificates
Program offerings
- Online materials
- Three lectures
- Tutorial
- Practical session
- Community based learning
- Online classroom
- Industry-oriented assignments
- Practice tests
- Summative assessments
- Certificates
- Credits
Course and certificate fees
Fees information
The ‘Data Analytics and Reporting’ certification fee has to be paid online as mentioned in the table below to get access to the course curriculum.
Data Analytics and Reporting fee structure
Program Fee | Rs 20,000 |
certificate availability
certificate providing authority
Eligibility criteria
The ‘Data Analytics and Reporting’ course require the students to have prior knowledge of the concepts of programming, data structures algorithms, mathematics, and statistics.
Certificate qualifying details
The candidates of the ‘Data Analytics and Reporting’ training can get the digital certificates based on the following aspects,
- The students who score a minimum of 40% in part A, 50% in part B with an overall average of 50% in the summative assessment can get the certificate of achievement.
- The students who are not able to write the summative assessment, but manage to complete the course study, projects, assignments, and practice tests will get the certificate of participation.
What you will learn
The ‘Data Analytics and Reporting’ online certification syllabus is framed for the students to learn about data science and data analytics by understanding the strategies to evaluate the properties of data. The students will know about the techniques of data reporting and get the required information. During the program, learners will be able to work with machine learning models and make reports from data for the derivation of insights.
Who it is for
The ‘Data Analytics and Reporting’ online certification program is delivered for the students and professionals of the field of computer science engineering and information technology, electronics and communication engineering, and mechanical engineering. The course will equip the students to become data scientists, data analysts, and data modelers.
Admission details
The ‘Data Analytics and Reporting’ course admission is done by registering online through the TCS iON digital learning hub website.
Step 1: Go to the course page using the link,
https://learning.tcsionhub.in/courses/industry-honour-certification/data-analytics-and-reporting/
Step 2: Choose the ‘Activate Now’ option.
Step 3: Fill in the required information.
Step 4: Sign in to the course account to start the class.
Filling the form
The students of the ‘Data Analytics and Reporting’ certification course will have to enter their name, phone number, and email address to register for the course and join the course classes.
The syllabus
Introduction to Data Science and Analytics
Handling Data Sources
- Different types of data sources: structured, unstructured and semi-structured data
- Relational databases: normal forms, transactional data, Structured Query Language (SQL)
- NoSQL databases and its types
- Handling semi-structured data with JSON, CSV files, XML and more
Exploratory Data Analysis (EDA), Models and Techniques
- Working with trend detection, outlier detection, summarisation, association rule mining, missing distribution and imputation technique, spurious relationship or spurious correlation, concept of performance window, missing trends or percentile distribution from time perspective and concept of winsorisation or flooring
- Regression models: linear and non-linear, logistic, variable transformation, spinning of variables, population stability index and characteristic analysis
- Regularisation, overfitting and under-fitting, mean square error, root mean square error, mean absolute percentage error
- Decision tree classification, support vector machine, k-means clustering, usage of clustering techniques in variable selection
Reporting Fundamentals
- Anatomy and types of reports
- Top-down approach: Drill down reports and dashboards
- Bottom-up approach: analysis and prediction with ad-hoc queries
- Strategies and techniques for effective reporting: best practices
Reports for Data Analysis
- Descriptive analysis and its reports: Key Performance Indicator (KPI) dashboards and periodic reports
- Diagnostic analysis and detailed drill down reports
- Predictive analysis and reports based on predictive models
- Prescriptive analysis and reports based on AI/ML models
Data Reporting Tools
- Graphs and Charts: types and implementation
- Tables: varieties and its usage in standard reports
- Dashboards and drill down reports
- Interactive reports
- Report generation best practices based on case studies
Evaluation process
The students of the ‘Data Analytics and Reporting’ online training should write and clear the end-of-course summative exam to receive the certificate of achievement.
How it helps
The ‘Data Analytics and Reporting’ certification enables students to gain career potential in the field of data science with insights on data analytics and data analysis. The certification helps the candidates acquire visibility among possible recruiters for jobs and internships.
Instructors
Dr Sriparna Saha
Associate Professor
IIT Patna
M.E /M.Tech., Ph.D
FAQs
The online certification is organized for five to six months.
The students will need the knowledge of data structures and algorithms, programming, mathematics, and statistics.
The training is provided by TCS iON digital learning hub.
You can register for the course to join the digital learning community and online classroom to start the program right away.
Yes, you can pay the exam registration fee and write the re-exam.