10 Courses and Certifications

Online Data Analysis Courses & Certifications

Modern enterprises and workplaces are increasingly becoming more tech-enabled and data-driven. This fast-paced change is making data analysis and the relevant skills acquired from data analysis courses more important. Data analysis skills involve analytical and logical reasoning to analyse the collected data. By leveraging these skills, a data analyst can glean data from different sources, interpret it, and assess it to reach conclusions to support business decision-making. To pursue a career in data analysis, you need to know the core curriculum and learning outcomes of data analysis courses online or offline. Online learning has opened up a path for those, who for some or the other reason are unable to pursue a full-time course. The biggest advantage of online education is that it can be done from anywhere in the comfort of the home. There are also free data analysis courses and data analysis courses for beginners to help those who want to get started with the fundamentals. 

As data analytics is a rapidly evolving field of Information Technology and management, there are the best data analysis courses, certifications and diploma programmes available to advance your career in this field. These courses provide in-depth knowledge of computer programmes like Microsoft Access, Microsoft Excel, SharePoint and SQL databases.

What is Data Analysis?

It is the process of cleaning, conveying, and modelling data to derive meaningful information for improved business decision-making. It is typically performed by data analysts who help organisations determine their positions to stay competitive in the market. Building a career as a data analyst requires robust market research and logistic analysis, along with participation in strategic planning activities. 

Who can Pursue Online Data Analysis Courses?

As an in-demand and lucrative career, data analysis also opens up the door to exciting career opportunities like data science and data engineering. People from any domain with logical thinking and analytical skills can pursue data analysis courses. Individuals working on data warehousing and business intelligence tools, data warehousing and reporting tools can also apply for different data analysis classes. 

Eligibility Criteria

The eligibility criteria for data analysis classes may have variations based on various factors such as the educational level, the college/university offering it and which mode the course is offered. Candidates planning to take the undergraduate and postgraduate programmes will need to meet the requirements prescribed by the respective colleges. Students who pursue data analysis classes online will have to meet the prerequisite considering whether the course is for beginners, intermediate or advanced level learners and so on. The eligibility criteria for data analysis classes are as follows: 

  • For UG data analysis courses such as B.Sc. in Data Analytics, B.Tech in Data Science and Engineering 10+2 in PCM (Physics, Chemistry, Mathematics) from a recognised college/institution is mandatory. Candidates from commerce or computer science backgrounds can also apply
  • For PG data analysis courses such as M.Sc. in Data Analysis, M.Sc. in Data Science, MBA in Data Analytics, and a PG diploma, a bachelor's degree with at least 50% marks in science, computer science, economics, mathematics, and statistics from a recognised college/institution is required.
  • Some colleges prefer candidates with a minimum of 2 years of work experience in the field of data mining or equivalent fields for PG data analysis courses.

Required Skills for Data Analysis Courses

To join the data analyst certification courses, it is recommended that candidates possess a pool of certain skills. These will help in understanding the topics in greater detail and depth. Plus, these essential skill sets will also be very crucial for data analysts while competing in the industry for the job market or looking for a salary hike. Some of the skills the candidates and data analysis professionals are supposed to equip themselves with are listed below: 

  • Analytical and problem-solving skills
  • Understanding of coding
  • Decision-making
  • Critical thinking
  • Microsoft Excel
  • Leadership
  • Communication

What Will You Learn in Online Data Analysis Courses?

Once you complete the data analyst certification course, you can analyse business patterns and help organisations in decision-making that expand their revenue. However, what you will learn in data analysis classes will differ based on which course the candidates take. Undergraduate and postgraduate data analyst certification courses will cover advanced concepts and skills whereas the data analyst certification for beginners will explore the basics. With a big data analyst course, you will be able to:

  • Envisage customer trends and behaviours.
  • Effectively examine, interpret and deliver data.
  • Intensify business productivity.
  • Drive better decision-making.
  • Business intelligence

Data Analysis Courses by Top Providers

To build a career in data analytics, pursuing data analysis courses is a great option. There are numerous data analysis classes that are worth pursuing to achieve your goals. These certification programmes will help you grasp in-depth knowledge to solve real-world business problems. With the enormous amounts of data generation, there are professionals who can unravel it and make it accessible to everyone. To keep up with this demand, top providers are offering online data analysis courses. Let us take a look at some of the top providers offering data analysis certification courses. 

Jigsaw Academy Data Analysis Courses & Certifications

IBM Data Analysis Courses & Certifications

Eruditus Data Analysis Courses & Certifications

Eruditus Data Analysis Courses & Certifications

Udacity Data Analysis Courses & Certifications

Facebook Data Analysis Courses & Certifications

IDB Data Analysis Courses & Certifications

Eduplus now Data Analysis Courses & Certifications

Coursera Data Analysis Courses & Certifications

Google Data Analysis Courses & Certifications

Edx Data Analysis Courses & Certifications

Swayam Data Analysis Courses & Certifications

Career Options in Data Analysis

When it comes to exploring a career in data analytics, there are great opportunities available to you after completing data analysis courses. These career opportunities are only to get better as every organisation – both public and private – seeks data professionals to excerpt smart business insights from their raw datasets and make data-driven decisions. If you are new to this field, you can get an entry-level job as a junior analyst. Some of the career options you can explore after data analysis courses are:

Salary Trends of Data Analysis  

As one of the most in-demand jobs in India, the salary of a data analyst is relatively higher among IT professionals. As data analytics career opportunities continue to grow, your career as a data analyst will depend not just on your skill sets but also on keeping your skills updated. This will significantly influence your salary and profile. In India, the average salary of a data analyst is Rs. 436,988 /year, as per PayScale. Here, the table shows the salary package of data analysts based on their experience. 

Salary Trends on Experience 

Less than 1 year

Rs. 341,169

1-4 years

Rs. 419,357

5-9 years

Rs. 686,419

10-19 years

Rs. 928,295

20 years & above

Rs. 1,750,000

*Source: PayScale

Scope of Data Analysis

With an ever-growing amount of data and information, data analysis will play a vital role in data security. Career scope as a data analyst will continue to surge as companies rely more on technology and generate data. Health care Management, BFSI, agriculture, real estate, retail and e-commerce are among the industries that hire more data analysts and data science teams. You can grab opportunities in these domains after completing data analysis courses online or offline.

According to a World Economic Forum report, 85% of companies will embrace big data and analytics technologies by 2022. As a result, the role of a data analyst is predicted to be one of the most sought-after jobs throughout the same time frame. 

Top Recrutiers  Hiring Data Analysis Professionals

All companies (global and local) are facing difficulty in making sense of complex data. Without it, they will lose in competition. These data science online courses can transform into a professional that can help these companies. However, to get placed in better job options, the learners will need to acquire the skills and gain work experience. Let us take a look at some of the top recruiters you can pursue after you complete these data analysis courses.

Amazon

Wipro

Deloitte

Vodafone

LinkedIn

Flipkart

Microsoft

Accenture


FAQs

Q: What is data analysis?

A: Data analysis refers to the process of deriving meaningful insights from the data collected by companies from diverse sources. It helps businesses make effective data-driven decisions.

Q: Who is a data analyst?

A: A data analyst gathers information from diverse sources and scrutinises it using data analysis tools. He interprets data and converts it into actionable insights for business improvement. Once you complete online data analysis courses, you can make a career as a data analyst.  

Q: Who is eligible for data analysis courses?

A: The minimum eligibility criteria for data analysis courses is a bachelor's degree in mathematics, science, computer science and statistics with at least 50% marks from a recognised university.

Q: Is data analytics a good career choice?

A: With an increasing need for data mining and deriving meaningful insights, data analysts are in high demand. They explore, discover, extract and deliver actionable information for organisational growth.

Q: Is a data analysis certification worth pursuing?

A: As more companies recognise the value of data analytics, getting a data analysis certification will undoubtedly be valuable and make a candidate an excellent asset for any business.

Q: How much can I earn after completing data analysis courses?

A: The average salary of a data analyst in India is INR 436,988 / year. Depending on the experience level, the salary ranges from INR 202,000 to INR 977,000.

Q: What are the skills required for data analytics?

A: To pursue a career in data analytics, you must have critical thinking skills, knowledge of Microsoft Excel, mathematical ability, problem-solving skills, and a methodical and logical approach.

Q: How do I make a career as a data analyst?

A. To land a career as a most entry-level data analyst job, you must have a bachelor's degree in disciplines including mathematics, finance, statistics, computer applications, and information management.

Q: How can I learn online data analysis courses?

A: There are numerous online data analyst courses that will provide you with technical skills such as Python or SQL and give you an understanding of basic data analysis and machine learning.

Q: How long does it take to complete online data analysis courses?

A: Different data analysis courses have a different time duration. It can take from a few weeks to 2 months to complete a course.

Career Category
Specialization
Job Role
Skills

Pricing

-
To
Data Analytics with Python

Offered by

Certificate

Data Analytics with Python

Data Analytics with Python certification course includes many compelling examples of how you can analyse data using the Python programming language. This course discusses various data analytics applications in a range of industrial sectors. Moreover, this programme also shows you how you can use data analytics in your life and boost your career opportunities.

One of the Data Analytics with Python programme’s most essential aspects is that you will receive hands-on experience by creating your own analytical models. You can also clear any doubts or engage in academic conversations in the discussion forum, which is available to all the students related to data analytics, and python. This programme involves topics like regression, probability, distributions, hypothesis testing, and many more.

The Data Analytics with Python training is offered by Swayam in partnership with IIT Roorkee. This 12-week programme is an FDP course approved by AICTE. If you want to showcase your skills and earn new employment opportunities, you can opt for the course completion certificate offered by Swayam.

...Read More
12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge Knowledge of Python
Dealing with Materials Data - Collection Analysis and Interpretation

Offered by

Certificate

Dealing With Materials Data: Collection, Analysis, And Interpretation

Dealing With Materials Data programme is an introductory course that covers data interpretation, data analysis, and data collection.  These topics are learnt both conceptually and through a hands-on approach. The practical part of the training is undertaken using the R-programming language, an industry-standard platform for statistical and data analysis.

Dealing With Materials Data certification course falls under Metallurgy and Mining Engineering domain. It is an AICTE approved FDP training programme, which is spread over 12 weeks, providing you enough time to understand and practice the concepts taught. The programme is mentored by two erudite professors from IIT Bombay.

Aside from the video lectures, the Dealing With Materials Data online course also features weekly assignments that will give you the chance to test your knowledge and apply your skills. After completing all modules, you can also choose to appear for the final, proctored exam. Passing this exam will earn you a course completion certificate by Swayam, which you can employ to showcase your newly acquired skills.

...Read More
12 Weeks
Free
Skills Covered:
Statistical skills R Programming

Offered by

Certificate

Python for Mechanical Engineers

Python is a powerful language used in almost every domain of engineering and data science and it is easy to learn. It is one of the most popular coding languages in these times. It is also said to be high level, general purpose, object oriented and an open source programming language.  It helps the engineers to finish their coding in a very less amount of time, it does not consume much as no much manual work is required. It has become important for each programmer to understand all the versions of python. This technological world is developing with great speed where the language has evolved over many years.

This Python for Mechanical Engineers programme course is designed especially for the candidates who aim to master their knowledge level over Python and gain a fundamental grasp in their field of mechanical engineering. This will help them learn how to use the Python language effectively to perform mathematical operations along with data manipulations

...Read More
2 Months
Beginner
40,000
Skills Covered:
Visualisation skills Knowledge of Python

Offered by

Certificate

Data Analysis with R

The Data Analysis with R by Udacity is a free online learning programme offered by Facebook. It focuses on exploratory data analysis. Exploratory data analysis is a method of visualising and summarising the important characteristics in a data set. It is an approach focused on exploring data to understand its underlying variables and structure. 

The course will run for two months and focus on exploratory data analysis. The Data Analysis with R syllabus will include six lessons discussing topics, such as R basics, EDA, exploring one and more variables, price predictions, and more. It has a panel of four instructors, namely Moira Burke, Solomon Messing, Chris Saden, and Dean Eckles.

You will learn from industry professionals who will instruct this intermediate programme. Furthermore, Data Analysis with R is a part of the Data Analyst Nanodegree offered by Udacity. It is an excellent course for anyone preparing to enter the field of data analysis and working towards improving their career prospects.

...Read More
2 Months
Intermediate
Free
Skills Covered:
Visualisation skills Data science knowledge R Programming
Stochastic Processes Data Analysis and Computer Simulation

Offered by

Certificate

Stochastic Processes: Data Analysis and Computer Simulation

Stochastic motion is the motion of particles like that of ink in water. As opposed to the movement of celestial objects which can be calculated, this motion cannot be predicted. The Stochastic Processes: Data Analysis and Computer Simulation certification course aim to introduce candidates to stochastic processes and how to conduct data analysis on them. 

Students will first learn the fundamental theories governing stochastic processes in the training programme. Then, using Jupyter (iPython) notebook, they will learn how to do numerical simulations and perform them. They will analyse the simulation data as well. The six-week-long  Stochastic Processes online course in Physics is made for students interested in thermal motion and particle motion. 

Faculty from the reputed Kyoto university in Japan teaches this course on Stochastic Processes: Data Analysis and Computer Simulation training by edX. Throughout this course, candidates will acquire knowledge of stochastic processes and programming. This online programme is completely free of cost. edX also offers a verified certificate upon course completion.

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Python Knowledge of physics
Data Analysis with Python

Offered by

Certificate

Data Analysis with Python

Offered by IBM, the Data Analysis with Python Programme certification course is a certification programme which is conducted by one of the leading and pioneering skill-based training academy namely, Coursera. By undertaking this programme, the candidate will specialise and learn the art of analysing the data with the help of Python. During the course, the candidates will be able to master and gain knowledge on different skills namely, Data Analysis, Model Selection, Data Visualization, Python Programming and Predictive Modelling. 

The candidates will seek a detailed understanding about skills used in data analysis namely, Scipy, Numpy and Pandas libraries. This programme being a 100% online programme will give ease and convenience for professionals to pursue it. A shareable certificate will also be given in the end post successfully completing the programme. This certificate can be easily viewed, printed and shared on LinkedIn as well. Moreover, this programme Data Analysis with Python training  will act as a foundation or basis for professionals to pursue different programmes post completion of this one. 

...Read More
6 Weeks
Intermediate
4,115
Skills Covered:
Knowledge of Python Data science knowledge Predictive Modeling knowledge Knowledge of Data Visualization
Sabermetrics 101 Introduction to Baseball Analytics

Offered by

Offered by

Certificate

Learning Python for Data Analysis and Visualization Ver 1

Learning Python for Data Analysis and Visualization online course is designed to help the participants learn how to programme with Python and use it to analyse data in conjunction with scientific computing modules and libraries. The Learning Python for Data Analysis and Visualization course is offered by Udemy Inc., a provider of online courses for professionals and beginners.

Learning Python for Data Analysis and Visualization training involves NumPy & pandas Jupyter notebook, data visualisation seaborn, JSON, HTML, MS Excel Worksheets to help learners understand the methods to construct, analyse and manipulate data. The course also provides content on machine learning with python.

The Learning Python for Data Analysis and Visualization certification course also provides lifelong access to over 100 sample python code notebooks, new and updated videos, and assures future updates of other data analysis projects to utilise as a portfolio to showcase hiring managers. Candidates have to pay Rs. 3,499 by any online mode of payment who wish to enrol themselves in the course.

...Read More
4,099
Skills Covered:
Knowledge of Data Visualization Knowledge of Excel

Offered by

Certificate

Data Analysis with Pandas and Python

Data Analysis with Pandas and Python online course is developed by Boris Paskhaver, Software Engineer, Consultant, Author, and Instructor and offered by Udemy Inc., a US-based online learning platform to help beginners learn new skills and professionals to polish their existing skills. 

Data Analysis with Pandas and Python online certification will make you familiar with the famous Pandas library, which is based on the Python programming language. Pandas is a comprehensive tool that allows individuals to perform tasks with big data sets, including analysing, organising, sorting, filtering, pivoting, aggregating, munging, cleaning, and calculating.

Data Analysis with Pandas and Python online training will take you through Pandas stepwise, from installation to visualisation through 21.5 hours of pre-recorded lectures, articles, downloadable materials, coding exercises, etc. where hundreds of methods, characteristics, features, and capabilities are crammed into a fantastic package for an outstanding understanding of all the topics. Interested candidates can enrol themselves in the course by making a one-time payment.

...Read More
4,099
Skills Covered:
Knowledge of Python

Articles

Popular Articles

Latest Articles

Trending Courses

Popular Courses

Popular Platforms

Learn more about the Courses

Download the Careers360 App on your Android phone

Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile

Careers360 App
  • 150M+ Students
  • 30,000+ Colleges
  • 500+ Exams
  • 1500+ E-books
  • Economic Times
  • Financial Express
  • Firstpost
  • Livemint