Basics of Univariate, Bivariate & Multivariate Analysis

This beginner-friendly program introduces you to three key types of data analysis, including univariate, bivariate, and multivariate. It starts with the basics of univariate analysis, which looks at single-variable data and helps you understand patterns using both ordered and unordered categorical data.

As you move through the course, you’ll learn how to analyze two variables (bivariate) and then multiple variables (multivariate) to find relationships, trends, and deeper insights in data. It also explains the difference between correlation and causation, which is important when interpreting data.

To make your learning experience practical, the course includes hands-on lab sessions. These labs guide you in applying statistical techniques and creating visualizations so you can gain real-world skills in analyzing data.

By the end of this course, you’ll have the confidence and foundation needed to work with data in real scenarios, making it an excellent starting point for anyone interested in data analytics or business intelligence.

Learning univariate, bivariate, and multivariate analysis gives you a strong foundation in data analysis, which is an essential skill in nearly every industry today.

The hands-on lab sessions help you apply what you’ve learned in real scenarios, which is exactly what employers look for, practical knowledge, not just theory. Knowing how to work with multiple variables and distinguish between correlation and causation gives you an edge in problem-solving and strategy building.

Yes, once you enroll in the course, you will continue to have access to the learning materials.

The course is completely self-paced. You can start anytime, learn at your own speed, and fit the course into your schedule without any fixed deadlines.

The main topics covered include:

- Univariate analysis using ordered and unordered categorical data.

- Bivariate analysis with numeric and categorical variables.

- Multivariate analysis for exploring relationships between multiple variables.

- Understanding correlation vs. causation.

- Hands-on labs that teach statistical techniques and data visualization.

- Practical applications to help learners confidently analyze real-world data.

You can enroll in the course by visiting the UniAthena website, look for the Basics of Univariate, Bivariate & Multivariate Analysis course, and click the enroll button.

If you don't want to spend years acquiring full degrees, short courses are the ideal approach to enhance your profession. The following are some of the advantages of taking short courses : 

Start learning right away – We don't always have a clear picture of what we want to do or how we want to do it. Short courses might help you get started with your studies.
Improve Your CV - Short courses are a great way to boost your resume. Your new skills from your short courses would be highlighted.
Boost Your Career - They provide a competitive advantage in the job market. Learning a new skill is an excellent method to advance your career.

To know more, please click on the video link : UniAthena Shortcourses 

Self-Paced learning is purely a digital learning option. The mode of learning is always online. However, learners do not need to set schedules, unlike online courses. As its name implies, Online Self Paced allows learners to learn the desired subject at their own pace. With 24*7 accessibility and information at their fingertips, learners are not restricted to any set schedule. With self-paced learning, you can take short breaks whenever you want, making it easy to retain information. Be it your home couch, at your desk or on the go, the pre-recorded Expert lectures are available whenever you want. Self-Paced learning is the gold standard when it comes to upskilling online. 

You can choose your courses from the different course categories that we are providing. The types of courses we are providing are: Basics, Essential, Mastering, Diploma, Executive Diploma and MBA Essentials.

Learners can access the student portal any time, anywhere, and learn through the videos and essential reading materials available. Additional reading and reference materials are also provided for extra learning.
Please visit the video link attached below for further information.
How I learn with UniAthena

Yes, you can retake the quiz.

The certificate can be claimed once you have completed the course by attending all the quizzes and scoring the pass marks.

Yes, the certificates are blockchain verified. Anyone (you, employer etc.) can verify the certificate using the QR code.

No, there is no validity period for claiming the certificate. Any number of certificates can be claimed anytime.

Once the course is completed, there will be a link available in the students portal for downloading the certificate. The certificate can be downloaded as softcopy and if the student requires a hardcopy, they will have to pay for the courier charges.
To know more, please click on the video link attached below
Claim your certificates for short courses

Yes, the short courses from UniAthena are absolutely free of cost. We only charge for certificates.

These are professional certification courses and do not carry any credits.

First login with your id and then choose the course you want. Start the course by clicking the “Start Now” option below the course card.

The assessment is carried out through formal quizzes configured throughout the course at chapter levels. The students have to secure a minimum of 50% score to pass.

Yes, you can enrol in more than 1 program simultaneously.

Your progress will be tracked through the quizzes configured in the courses.

You always have lifetime access to the course resources.

Create your account by Signing into a short course. Give your First name, Last name, Email id and password for signing up. Enrol in your course and start learning.

The courses are basically divided into 7 Levels
For more details- click here

Charges applied vary for different courses. Here are the certificate charges: Basics - 50 USD, Essentials - 75 USD, Mastering - 100 USD, Diploma - 150 USD, Executive diploma - 200 USD, MBA essential - 250 USD.

Kindly follow steps to reset your password 1. Go to the registration page. 2. Click on Forgot Password option 3. In the window appears give your Registered Email ID 4. Password reset link will be sent to your mail.

These courses impart learners with basic general knowledge on the subject so that they can carry out simple tasks. Learners get an overall idea of the subject but they are expected to work and learn under direct supervision in a structured environment.

Essential courses lay stress on the conceptual framework of the course. It helps learners to think beyond the fundamentals of a subject and covers the analytical models, approaches, applications and core terminologies associated with the subject.

Mastering a course equips learners with a practical guide in understanding the critical aspects of a particular subject. It trains learners to develop a skillful approach in identifying and evaluating business metrics that affects the functioning of a business.

Executive diplomas are structured to help business professionals, it offers a combination of fundamentals, strategies and applied business models of the subject. It encourages learners to transform significant insights into a problem solving approach for the business enterprise.