Businesses all around the world are dependent on the data they have. Raw data is of no use unless it is properly analyzed and made use of. This is where data analytics comes into the picture. Want to take your business to a next level? Data analytics is the best option to know about which will work in alignment to take the right decisions in business at right time and so much more. Read on to find out the top data analytics courses in Gujarat to help you with this.
What is Data Analytics?
So much data is being dumped into the databases and servers of businesses. The raw data is only useful when it is read and analyzed properly. That is exactly what data analytics is all about. The process of converting or analyzing data in its raw pure form to meaningful and actionable insights to drive the business forward is called Data Analytics.
Hence, a Data Analyst will study the raw data and extract from it the most valuable information in a comprehensible and easy-to-understand language or manner. After the successful analysis of the data, the analyst presents the suggestions and remarks to the business/company. Such data enables you to take predictable risks and avoid making a choice that can lead to loss.
Let’s Dive Deeper!
Data analytics is a rather broad term for all different types of data analysis that can be done on different types of data. Different types of data need to be analyzed with different techniques to get the maximum desired information from it. These data analytics techniques can reveal current trends and matrices that could otherwise be easily overlooked.
Different Types of Data Analytics
Four types of data analytics answer the four ‘W’s:
1. Descriptive Analytics:
Answers the question ‘What happened?’. It describes what has happened over some time or example if the sales have gone up better than the last month.
2. Diagnostic Analytics:
Answers the question ‘Why something happened?’. This analyses the reasons why a particular product is trending at the current time. As such this uses a bit of hypothesizing and rather diverse data inputs, for example, if a particular season is responsible for the trending of a particular product.
3. Predictive Analysis:
Answers the question ‘What might happen in the future?’. This analyses some past and current data to make predictions about the temple, and predict how much sales we could have in this weather according to the past/last time data.
4. Prescriptive Analysis:
Answers the question ‘What should we do next?’, which uses the data to determine an optimal course of action to be done next, for example, determining the drinks menu or opening and closing time of a shop as per the weather data.
How To Do The Data Analysis?
Now that we have a surface understanding of what data analysis is, let’s see the steps involved in doing the actual process:
1. Set Goals and Objectives:
Before we begin to analyze the data, we need to know what data we’re analyzing and for what purpose we’re doing the analysis. Identify the problem for which the solution is needed. For example, if your objective is to figure out the factors that are affecting your sales or customer experience negatively, next we need to focus on what type of data will give us the solution to this problem.
2. Collecting the Data:
Once we have defined our question, we now need to collect the required data for analysis. Collect the business of the past few years, because even if the issue arose in the last month, past data helps you understand what worked before and what’s not working now. Also, having too little data can skew the analysis in the wrong way.
3. Cleaning the Data:
Now that we have collected the data, it is time to make sure the data is in a clean usable format. Data cleaning is the step in which we format the data, i.e., dealing with missing values, removing any incorrect data, duplicate data, or outliers, removing any columns of data that are not needed in your analysis, and bringing the data to structured, easy-to-understand language.
This is usually the longest procedure in data analysis and can take up to 70-90% of a data analyst’s time when doing an analysis because having large data is useful only if it has valid information that is required. Analyzing the wrong data is a waste of time and resources and can impact the business or health of a patient.
4. Analyzing the Data:
Now that the data is ready, we can analyze it. The type of data analysis, the models, and the tools used for the analysis will depend on the end goal you require, as there are many techniques available like time-series analysis, regression model analysis, etc.
As mentioned earlier, a diagnostic analysis will use the data to find the solution to an existing problem, a descriptive analysis will summarize key figures or points that can tell why something worked or happened, a predictive analysis will combine all past data and statistical modeling to predict what could happen with certain features in the future, and a prescriptive analysis will use the data to recommend the best course of action for maximum impact and benefit.
5. Result Interpretation:
The final step is to interpret the results and identify whether the outcome is as per your expectation. You can also gain insights like any hidden patterns or trends that are repetitive, so it helps in the decision-making process in the future also. You can make visualizations for easy interpretation of the data.
Tools You Will Learn in Data Analytics Courses in Gujarat
Here are some of the commonly used tools and languages for data analysis:
Python: Python is an object-oriented open-source programming language that has a lot of useful libraries like Pandas for data cleaning, Random Forest, XGBoost, etc., for modeling, and Seaborn, Matplotlib, etc., for visualization, which are commonly used nowadays.
R: R is another open-source programming language commonly used for statistical or numerical datasets. This also has libraries for data analysis and visualizations.
SAS: Like R, SAS is also a statistical analysis tool that can analyze and visualize data, and build different models for predictions. They can also connect with SQL databases. SAS also has a SAS Data Management platform, from where you can collect, clean, migrate, and improve your data.
Apache Spark: This is an open-source data analytics engine for large-scale data analysis, data engineering, and data processing. This can also process data in real-time and real-time out analysis with the help of SQL queries and ML algorithms.
Power BI: Microsoft’s Power BI is an interactive data visualization software. This software is cross-functional and will work with any Excel dataset from the local machine or on cloud or on-premise hybrid data warehouses. You can share analysis reports in real-time across real-time departments of the company. Power BI can also interact with SQL. This software does not require advanced programming skills as it is all drag-and-drop mechanisms.
Tableau: Like Power BI, Tableau is also an interactive visualization software. They can connect to different data sources including SQL, and create interactive reports and charts that are easy to interpret and understand. They make the decision-making process much easier. This software does not require advanced programming skills as it is all drag-and-drop mechanisms.
Salesforce DMP: The Salesforce data management platform helps you to gather data from your own company and external sources. For example, it can create user profiles in real time by combining the data collected from various sources, matching the data, and adding to a single profile for each user.
Scope of Data Analysis Courses in Gujarat
So far you have seen the basic introduction to how to do data analysis and some of the tools you can use for it. But how big is this in the industry? Where is it applied? Let’s now see the scope of learning data analysis courses in Gujarat:
Healthcare: Data analysis can be used in the healthcare industry to analyze patient data to predict the onset of new diseases, or to provide lifesaving diagnoses and treatment options. Patient data can also be used in drug discovery. This industry is probably one of the most promising fields of data analytics.
Manufacturing: This industry can benefit from data analysis to find out more cost-saving opportunities. The modeling can solve complex issues, like supply chain, labor taints, etc.
Retail: Data analytics can help retail industry workers to better understand customer needs and shopping habits and suggest new products as per the current trends and thereby boosting their overall sales.
Banking: The banking sector relies on the predictive analytics of data to improve customer service and performance and find out possible loan defaulters and customer turnout rates. Data analysis can also help with fraudulent transactions.
Information and Communications Technology: The IT industry that works together with cyber security benefits from data analysis wherein they can counteract possible security breaches and other challenges.
Logistics: Similar to the retail industry, data analytics can help develop better business models that can maximize sales and cost-efficient deliveries.
These are only very few industries that make use of data analytics for the betterment of their business.
Other Best Available Courses in Gujarat:
Job Opportunities After Doing Data Analysis Courses in Gujarat
After doing data analysis courses in Gujarat, you can be posted as:
- Data Scientist
- Data Manager
- Data Analyst/ Big Data Analyst
- Analytics Associate
- Analytics Manager
- Data Architect
- Data Engineer
- Risk Analyst
- Metrics and Analytics Specialist
- BI and Analytics Consultant
Now that you know that the Data Analytics courses in Gujarat are worth your time and money, let’s see which institutes offer this course. The top institutes offering Data Analytics courses in Gujarat are as follows:
1. Parul University
A state-of-the-art campus, Parul University, Vadodara offers one of the best data analysis courses in Gujarat in the form of a master’s course in big data analytics. This University has come a long way from when it started in 1993, now being recognized as one of India’s leading educational institutes.
This University offers over 250 specially designed career-oriented programs with placement opportunities for its 35000+ national and international students. Parul University has been ranked as the Best Private University in Western India by Praxis Media and ranked among the Top 50 Private Universities for Leading Innovation Achievements 2020 by ARIIA, among other achievements and recognitions.
The 2-year M.Sc. IT in Big Data Analytics is offered by the Faculty of IT and Computer Science. The course is carefully designed to provide students with advanced knowledge of data collection, data processing, and its analysis. The students will get exposure to various subjects like data sciences, business analytics, machine learning, etc., with practical exposure to all techniques and tools like python, tableau, etc with real-world real-time data processing experiences.
The eligibility criteria are to have an undergraduate degree certificate in any field from a recognized university. The program fee is 1,11,650 INR annually. This is most definitely a good choice for data analysis courses in Gujarat.
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2. Marwadi University
Marwadi University in Rajkot is next on the list of institutes offering data analytics courses in Gujarat. Opened in 2008, the Marwadi Education Foundation Group of Institutions has come a long way to being accredited with NAAC A+ Grade. In 2016, Marwadi University was established under the Gujarat Universities Act (Act 9 of 2016).
The course is offered as a 4-year Bachelor of Technology in Computer Engineering – Big Data and Analytics. Over the 8 semesters, you will learn the theory and practical side of Machine Learning and AI, digital footprint, statistics, business intelligence, etc. The University is well-equipped with modern state-of-the-art infrastructure, digital workstations with advanced configurations, and all required software.
The practical labs include the Structures lab, Internet lab, C programming lab, Computer Networking lab, Data Processing lab, Object-oriented programming lab, Project lab, etc. which will expose the students to all necessary technical and practical knowledge required for this field and job.
Apart from the core courses like Big Data Analytics and Mining, Big Data Essentials, etc., students can also pick from a variety of elective courses such as Digital Image Processing, Cyber Security, Mobile Computing, Android Programming, Block Chain, etc. for a more in-depth learning and understanding of the subject.
The fee for this course for Indian students is 49,000 INR per semester and for International students, it is 1500 USD (annually). Some of the key highlights of this program are that they conduct Industry Connects, Placement opportunities, and offer Foreign Exchange programs.
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3. Adani Institute of Digital Technology Management:
The next institute on the list that offers data analytics courses in Gujarat is the Adani Institute of Digital Technology Management (AIDTM). Established in 2020, the AIDTM works to continuously create employable professionals in the field of Technology management and Big Data analytics.
There is an opportunity for the non-tech background students, as well as these students, to be taught everything about unknown correlations, market trends, and customer preferences that can help to make better data-driven decisions and to prevent fraudulent activities in the organizations.
The course they are offering for data analytics is the Post Graduate Diploma in Big Data Analytics. This is a two-year course for any graduates who want to shape their career in Big Data Analytics. In the first year, the course takes the students through a thorough, and integrated foundation in management and big data analytics essentials along with a summer internship.
In the second year, the students get exposure and hands-on experience with the most modern technologies related to big data analytics. Students can select some elective courses in technology and management domains like Data Privacy and Trust Models, Augmented and Virtual Reality, System design, and Thinking, Marketing analytics, HR analytics, Optimization techniques, Cyberwarfare, cyber terrorism, cyber-crime, Cloud computing, etc.
Students also have opportunities for independent projects, seminars, and a 4-month industry project. Some of the tools and techniques included in the course are Big Data Analytics, Machine Learning techniques, and application, Python/ R for future managers, business analytics, intelligence, and forecasting, data warehouse and data mining, deep learning, natural language progressing, blockchain technology, etc.
4. GLS University
The next on the list of data analytics courses in Gujarat is GLS University. Established in 2015, the mission of this University is to provide an ideal and creative environment for learning and continuing the tradition of excellence in education taught by the sponsoring body of the University i.e., Gujarat Law Society (GLS).
Established in 1927, the Gujarat Law Society is one of the oldest and largest educational institutes in Gujarat. GLS has been offering courses in Business Management, Computer Technology, Commerce, Business Administration, Education, Law, etc. With over 25,000 students pursuing their graduate, post-graduate, and doctoral level studies in various courses, GLS University is a state-of-the-art institute with fully equipped advanced technologies and tools for maximum student benefits.
The Certificate in Data Analytics (UK) is a course offered in partnership with the Institute of Analytics (IoA), UK, which is the Professional Body for Analytics and Data Science Professionals in the UK. The course is offered specifically to Asian and Indian Sub-Continent areas as a part of the Accredited Undergraduate Degree Provision. This program is covered 8 modules:
- R programming (30 hours)
- Python programming (30 hours)
- SQL (30 hours)
- Big Data Analytics (30 hours)
- Machine Learning and AI (30 hours)
- Deep Learning (30 hours)
- Natural Language Processing (30 hours)
- Computer Vision (30 hours)
All the modules will be taught by trainers from International Skill Development Corporation (ISDC). The membership benefits of the Institute of Analytics, UK are:
- You’ll get invitations to the Institute’s networking events
- You can use the official designation of the Institute
- You’ll have access to their Continuous Professional Development programs and Online Portal.
- You’ll also get invitations to their regular breakfast briefings, where you’ll be able to meet the industry experts and get their insights, and knowledge.
- You’ll have access to their job opportunities page, which is exclusive to the members
- You’ll receive invitations to their Annual Conferences and Regional Conferences.
As such, anyone who has completed their HSC is eligible to join the course. Those who are pursuing their BCA, MCA, or MSc. IT, I-MSc.It can also join the course. Students who complete the course will get dual certificates – A certificate from ISDC endorsed by IoA, and a Certificate from GLS University.
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5. Tops Technologies
The next on our list of top data analytics courses in Gujarat is Tops Technologies. This institute has teaching centers in Ahmedabad, Surat, Rajkot, Gandhinagar, and Vadodara in Gujarat. This course will take you through the theory and practical side of Data Analytics to gain skills such as collecting data, processing data, predictive analytics, and analyzing and describing the data.
This data analytics course helps you to create a portfolio to show your perceptive employers to showcase your abilities and capabilities. They also give opportunities to do live projects with real-world data and offer a 100% placement guarantee.
The Course Curriculum of Data Analytics Courses in Gujarat:
- Getting Started with Database
- Getting Started with Excel
- Introduction to Data Analytics
- Python Programming
- Data Analytics with Python
- Data Analysis Certification and Projects
These are a few of the top institutes offering data analytics courses in Gujarat.
Frequently Asked Questions (FAQs) About Data Analytics Courses in Gujarat
Q1. How much does a data analyst earn in India?
The average salary of a data analyst in India is 4.4L annually, which can vary with the number of years of experience.
Q2. What are the eligibility criteria to apply for data analytics courses in Gujarat?
Most data analytics courses in Gujarat can be joined by anyone who has completed their HSC school education. For doing a postgraduate data analytics course, you need a graduation degree certificate from any recognized university or college, or institute.
Q3. What are the most important attributes required for a good analytics project?
You must be well aware of the data, and the time required to test, learn and analyze the data. Analyzing data requires an in-depth approach to collecting, recording, processing, analyzing, and dissecting data, and making the data presentable with the help of visualizations.
In today’s world where we are increasingly becoming dependent on data, from as small as a review of a product before buying something to saving a patient’s life, we are gathering a lot of information. Converting the raw data to easily understandable forms, and deriving conclusions from it is the job of a data analyst, for which you require to complete data analytics courses in Gujarat. With some extra practice, even a non-technology background student can complete the data analytics courses in Gujarat. So, pick any of the above-mentioned data analytics courses in Gujarat and start your big data analysis career now!