Data Analytics and Reporting

BY
TCS iON Digital Learning Hub , Packt

Build your skills and knowledge of data with the concepts and processes involved in analyzing data in this course.

Mode

Online

Fees

₹ 20000

Inclusive of GST

Quick Facts

particular details
Collaborators IIT Patna , +1 more
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 ‘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
₹ 20,000  (Inclusive of GST)

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

Yes

certificate providing authority

TCS iON

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 technologyelectronics and communication engineering, and mechanical engineering. The course will equip the students to become data scientistsdata analysts, and data modelers.

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

Statistical skills Knowledge of data visualization Data science knowledge Machine learning Technical skills Knowledge of algorithms

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.

The syllabus

Introduction to Data Science and Analytics

  • 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

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

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.

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

How long is the ‘Data Analytics and Reporting’ online course offered for?

The online certification is organized for five to six months.

Do I need any background knowledge to join the ‘Data Analytics and Reporting’ certification classes?

The students will need the knowledge of data structures and algorithmsprogramming, mathematics, and statistics.

Which institute delivers the ‘Data Analytics and Reporting’ online certification?

The training is provided by TCS iON digital learning hub.

When can I start the ‘Data Analytics and Reporting’ online classes?

You can register for the course to join the digital learning community and online classroom to start the program right away.

Can I write the summative exam after failing the first attempt?

Yes, you can pay the exam registration fee and write the re-exam.

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