Today every type of business organization or industry irrespective of their size holds large amounts of data and information. These organizations hire analytics professionals to analyze and interpret a large amount of data volumes and contribute their insights to the decision-making process. Through the course of data analytics, an individual can acquire and develop the required qualifications and skills which will help them to build their career as data analysts. In this article, we will explore data analytics courses in Mumbai.
What is Data Analytics?
Data Analytics is a process in which an individual analyst collects, process, analyze, and interpret large data volumes by implementing various techniques such as statistical and quantitative methods, predictive modeling, data visualization tools and more to identify market trends and patterns which eventually aid the organizations and industries in improving business performance, predict or mitigate risk and assist in informed decision making.
These analysts collect past and present information through various channels including customer feedback, email surveys, social media platforms, complex reports, and opinion polls.
Process of Data Analytics
The general process of data analytics is as follows:
- Data collection – A process in which data and information based on present and past information are gathered through various sources such as customer feedback, opinion polls, email surveys, complex reports, and more.
- Cleaning and Rectification of Data – A process in which collected data and information are cleaned from errors and rectified to make data accurate and reliable.
- Managing and Allocating Data – This process came after the collection and cleaning of data and information. In this process, data and information are categorized according to the needs and requirements of business organizations.
- Data analysis – A process in which multiple analytical techniques and tools were applied to extract significant information from data such as market trends and patterns, customer behavior, areas of improvement, and more.
- Reporting and Visualization of Data – After obtaining all relevant information from the database, the analyst prepares reports of findings and presents them to the concerned decision-maker.
- Recommendations – In this process, the analyst extracts data and information and presents them to the decision-makers, and gives recommendations based on insights he obtained from his findings to help the organization in improving business processes and inform decision-making.
Types of Data Analytics
Data Analytics is divided into four segments:
- Descriptive Analytics – In descriptive analytics, data, and information are analyzed, reviewed, and interpreted by data analysts by implementing various analytical tools such as charts, tables, graphs, and other data visualization tools along with statistical methods to identify past and present market trends or patterns and provide obtained insights to the concerned decision-maker.
- Diagnostic Analytics – Data analysts leverage this type of analytics to determine the reason behind past events, market trends or patterns and the root cause of specific problems in data by enabling various techniques including machine learning, data mining, data clustering, correlation analysis, and regression analysis to assist an organization in achieving its goals.
- Predictive Analytics – In this branch of data analytics, data analysts assist the organization in forecasting future possibilities of business growth, possible risks, and other variable factors by analyzing historical facts and information with the help of analytical tools to identify market trends and patterns.
- Prescriptive Analytics – Data analysts utilize this branch of analytics to help organizations and industries by implementing various analytical techniques and tools such as data mining, machine learning, and more to identify and recommend the best choice of decision from a variety of possible options according to the insights obtained from data analysis.
- Big Data Analytics – A type of analytics in which large and complex volumes of data and information are analyzed, processed, and interpreted. A big amount of data can be raw data, unstructured data, or even unorganized as well as hidden and complex data which were gathered through multiple channels.
- Due to its large volumes and complexity in nature, it is difficult to analyze through common analytical techniques and tools. Data analysts leverage advanced statistical tools and technologies such as Hadoop, predictive analytics algorithms, Stream Analytics, Data processing software, NoSQL database, and more to analyze stores and processes volumes of data and information effectively and efficiently.
Importance of Data Analytics in Today’s Business World
In today’s business world, every organization or industry either large or small in every sector from the public as well to private has sufficient to large volumes of raw, unorganized, and unstructured data so these organizations or industries implement the technique of data analytics to assist their business in the decision-making process, increasing revenues, enhancing productivity, improving business performance, predicting and mitigating risks, grabbing profitable opportunities, improving customer satisfaction or feedbacks and more by enabling multiple and various kinds of analytical tools, statistical methods along with advanced technologies to analyze, processed and interpret those data volumes.
Who Are Data Analysts?
Data Analysts are expert professionals hired by organizations and industries to assist their businesses in achieving their core objectives. Data Analysts have the responsibility of collecting, cleaning, processing, analyzing, and interpreting large and complex volumes of data to extract meaningful insights that help an organization or industry in improving business performance, promoting business growth, enhancing productivity, and making informed decisions.
Data Analysts leverage multiple and various kinds of analytical tools, statistical methods, and advanced technologies to identify trends and patterns in data, relationships in data, and key areas of improvement along with the authenticity of data and present their discoveries in reports to the stakeholders and decision-makers.
Roles and Responsibilities of Data Analysts
- Data Mining
- Maintaining and Organising database
- Collaborating with other teams
- Predictive modeling
- Preparing reports
- Recommendation on the decision-making process
- Optimizing and troubleshooting
Tools Used by Data Analysts:
1. SQL – It stands for Statistical Query Language. It is a programming language utilized by Data analysts to manage data and information This software is used to extract insights from complex and difficult data.
2. Python – Python is a famous programming language developed by software engineers. Data analysts used this programming language to assist organizations in achieving their objectives because this language is flexible and can create and manage data structures quickly and efficiently. Python is mainly used for machine learning, data manipulation, and statistical analysis.
3. R language – R language is an open-source programming language that is an extensively and universally used tool in data analytics. Data Analysts leverage this tool for data statistical analysis, data manipulation, and data visualization. R language holds a variety of libraries for data wrangling, data cleaning, machine learning, and more
4. SAS – Data analysts utilize Statistical Analysis Software (SAS) to extract valuable information from the database through data manipulation, data analysis, data collecting, and reporting predictive modeling to obtain insights on market trends or patterns, future prediction, and optimization. This software is used in various industries and organizations such as finance, healthcare, and government.
5. Microsoft Excel and Google Sheets – These are the basic spreadsheet tools used by every individual. Data analysts use these tools to organize, clean, and filter raw as well as unstructured data. This tool also helps in statistical analysis and data visualization through graphs and charts.
6. Tableau – This is another important tool used by data analysts to create complex reports and dashboards or graphical charts as well as graphs in an interactive style which helps decision-makers to identify trends and patterns including all other significant factors quickly and efficiently in a concise manner.
7. Microsoft Power BI – This is a new data analytics tool that previously come as an Excel plug-in. Data analysts use the Power BI tool to analyze and connect large data volumes from multiple data sources. This tool works fast compared to other tools in cleaning, organizing, transforming, extracting information, and creating complex reports from databases.
How to Become a Data Analyst?
With the rapid increase in data-driven industries and organizations, data analysis becomes the most demanding profession in all types of industries including finance, hospitality, health care, real estate, Information technology (IT) as well as government, and many more. An individual has to walk through many paths to build his career in the field of analytics or to become a data analyst.
Qualification and skills required to become a Data Analyst:
- Bachelor’s degree in mathematics, statistics, computer science, and other related fields.
- Certifications: Certified Analytical Professionals (CAP), IBM Data Science Professional Certificate, and more can help to enhance skills.
- Strong analytical and statistical skills.
- Knowledge and proficiency in programming languages and tools such as SQL, Python, R, SAS, Tableau, and Power BI.
- Critical thinking and decision-making.
- Excellent writing and verbal skills.
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Top 10 Data Analytics Courses in Mumbai
The financial capital of India, Mumbai is the largest hub for various industries and organizations so there is a high demand for data analysts or other related professionals. Here are listed the top 10 data analytics courses in Mumbai.
1. Learnbay
Learnbay in collaboration with IBM offers one of the best data analytics courses in Mumbai. This course is best for working professionals who are looking to upgrade their skills and enhance their knowledge to get a promotion in their existing job or to avail better job opportunities.
Mode of class: Online/Offline
Duration of course: Weekday Batch: 5 Months – Monday to Friday – 2 Hours/day
Weekend Batch: 6.5 Months – Saturday to Sunday – 3.5 Hours/day
Curriculum
- Orientation + Special Programming Classes
- Machine learning and statistics
- Python programming from basic to advance
- Mastering Data Analytical tools (SQL, Power BI, Big data, Spark analytics, and Time series)
- Learning Excel
Major Perks
- Assistance and support to non-technical professionals
- Live sessions from industrial experts
- Multiple tools covered in this course on which students can learn and practice
- 1:1 Doubt clearing sessions
- Hybrid Model (Live + Classroom sessions)
- 5-year subscription to live classes, study materials, and more
- 27*7 technical support
- Freedom to switch between weekday or weekend batches
- 5 guaranteed interview calls
- Dedicated Placement cell
Certification:
Learnbay certification of course completion
Internationally recognized IBM certification
Course Fee: INR 75,000 + 18% GST
No cost EMI – INR 7375/-month
2. Jigsaw Academy
If you are a beginner in the field of analytics and want to build a career as a profession of data analyst then Jigsaw Academy offers a short-term course that will help you as a beginner’s guide in the industry and also provide foundation-level knowledge of data analytics. Jigsaw Academy was established in Bangalore and provides one of the top data analytics courses in Mumbai.
Mode of Class: Online
Duration of Course: 1 Month
Curriculum
- Introduction to Data Analytics
- Introduction to Analytical Methods
- Case Studies
- Quizzes
Major Perks
- Faculty support
- Technical assistance
- Mobile App support
- Learning with Case Studies
- Tools: Microsoft Excel
Certification: Jigsaw Academy Certificate
Course Fee: INR 2800/ + Taxes
3. Imarticus Learning
Imarticus Learning offers Post Graduate Diploma in Data Science and Analytics. They design this high-quality, industry-specific, and technology-driven program for graduate freshers and working professionals with tech backgrounds who are in the early stages of their working careers and desire to learn and upgrade their skill set.
Mode of Class: Classroom & Live Online Training
Duration of Course: 6-Month Program
Curriculum
- Introduction to basic programming
- Introduction to SQL
- Introduction to Python programming
- Introduction to Statistics for Data Analytics
- Introduction to Machine Learning
- Data Visualisation with Tableau & PowerBI
- Advance Machine Learning with Data Analytics
- Capstone Projects
Major Perks
- Live Learning and Peer discussion
- Industry level Experts
- Data Wars Hackathon
- Dedicated Career Services
- Build a strong foundation of SQL
- Build a strong foundation
- Project Presentation Skills
- Extensive case studies
- Mock Interviews
- 24*7 Technical Support
- 100% Guaranteed Job
Certification: Postgraduate Program in Data Science and Analytics certificate.
Course Fee: INR 2,25,000/- Inclusive of all taxes
4. IMS Proschool
IMS Proschool is one of the best institutes affiliated with AICTE, offering PGCM in Data Analytics in Mumbai. They are ranked as the 4th best institute for analytics. Apart from the data analytics course, they also provide a Financial modeling course, Data Science course, Business Analytics course, Digital Marketing course, and more.
Mode of Class: Classroom/Online – Mumbai/Pune
Rest of India – online
Duration of Course: Batch starts twice a year | 10 hours of weekday classes
Curriculum
- Data analysis with Excel
- Business Statistics
- Introduction to Visualization with Tableau & Power BI
- Introduction to IT Systems
- Business Communications
- Marketing Management
- Data handling with SQL & Python
- Data Pre-processing & EDA
- Intro to Machine Learning
- Machine Learning techniques
- Advanced Machine Learning
Major Perks
- Active Learning
- Self-learning by Student- Using Resources
- Learn by doing 10 Live Case studies
- Personalized attention from faculty
- Teamwork
- Personalized Discussion with Mentor
- Group Discussions
- One year of MBA exception
- Placement Support with 100% Placement Guaranteed within 1-year
Certification: NSDC Certification (On completion of Internal Examination and course requirements) | AICTE Approved Post Graduate Certificate in Management (On completion of Examinations conducted by AIMA) |
Course Fee: INR 1,80,000/-
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5. Simplilearn
The data analytics course offered by Simplilearn has collaborated with one of the most famous tech giants IBM to make their course relevant and according to the current industry requirements. They teach their students by making them work on live projects by enabling various analytical tools along with master classes by IBM experts. This course is considered to be one of the top data analytics courses in Mumbai.
Mode of Class: Online
Duration of Course: 12 months (120+ hours of live class)
Curriculum
- Introduction to Data Analytics course
- Business Analytics with Excel
- Basic Programming
- Data Analytics with Python
- Tableau Training
- Data Analytics capstone projects
- R Programming for Data Science
- SQL Training
Major Perks
- Live Masterclasses by IBM experts
- 8x higher live interaction in an online class by industry experts
- Capstone and 20+ industry-relevant data analytics projects from multiple industries
- Ask me anything session and hackathon sessions with IBM experts
- Guidance throughout the course journey
- Assistance in job support
Certification: Simplilearn certificate after course completion
IBM certificate
Course Fee: INR 54000/- inclusive of all taxes
6. Edvancer
Edvancer is an online platform established in 2013 by IIT-IIM Alumni in collaboration with IIT Kanpur. They offer one of the best well-designed comprehensive Advanced Data Analytics certification courses in Mumbai. This course is best for individuals, graduates, and working professionals because they offer very convenient both online live classes and self-paced ones.
Mode of Class: Live online class | Self-Paced with faculty support
Duration of Course: 180+ hours of learning along with assignments and projects
Curriculum
- Introduction to Data Analytics in R
- Introduction to Data Analysis in SQL
- Understanding of Data Visualisation, Data Manipulation, and Customization.
- Tableau and Power BI Learning
- Python in Data Analytics
Major Perks
- Live online project with 180+ hours of training
- Hands-on training with 70% practical content
- 7 industry projects from different domains
- Lifetime access to online videos and content
- A doubt-clearing session with mentors
- Faculty support
- 100% Placement support
Certification:
The government of India endorsed a certificate from IIT Kanpur
Completion of Course certificate by Edvancer
Course Fee: Fee post scholarship
Live Online: INR 83,900 + GST
Self-Paced: INR 55,900 + GST
7. Udacity
Udacity is an online learning platform that was established in 2011. They offer a variety of courses and non-degree programs including Artificial Intelligence, Cyber Security, Product Management, Cloud Computing, Data Analytics, and more. They also offer one of the best data analytics courses in Mumbai.
Mode of Class: Online
Duration of Course: 4-month course | 10 hours/week
Data Analytics Courses in Mumbai Curriculum:
- Introduction to Data Analysis
- Introduction to SQL
- Introduction to Python
- Practical Statistics
- Data Wrangling
- Data Visualization with Python
Major Perks
- Real-world Projects from industry-level experts
- Technical Mentor Support
- Flexible Learning Program
- Student community
- Get timely feedback on your projects
- Career Services
Certification: Completion of course certificate from Udacity
Course Fee: 77676/-
EMI: 22849/- per month
8. UpGrad
UpGrad is one of the best Indian online higher education platforms for a variety of courses which was established in 2015. They partner or collaborate with many institutions globally and focused on providing certification programs as well as Post Graduate Diploma programs.
They offer a course named Executive Post Graduate Diploma in Data Science which is approved by the government of India. This program is also equivalent to a 1-year postgraduate diploma from Canada and India’s first Executive PG Programme, validated by and recommended by NASSCOM.
Mode of Class: Online
Duration of Course: 12 months | 12-15 hrs/week
Data Analytics Courses in Mumbai Curriculum:
- Introduction to Excel
- Introduction to Data Analysis
- Introduction to Python
- Programming in python
- Python for Data Science
- Introduction to Data Visualisation
- Inferential Statistics
- Data analysis with SQL
- Machine Learning and Deep Learning
- Capstone projects and Case studies
- Natural Language Processing
- Business intelligence and Big Data Analytics
- Data Engineering
Major Perks
- Complimentary Python Programming Bootcamp
- Career Essential Soft Skills Program
- 5 Specialisation choice
- 14+ Programming Tools & Languages
- Working on 60+ Industry Projects
- Student support 24*7 | 7 days a week.
- 1:1 Career Mentorship Sessions
- 1:1 High-Performance Coaching
- Daily Doubt Resolution Support
- Feedback on time from mentors
- Guidance and support in Resume building
- Career Bootcamp for skill enhancement
- Job portal support
Certification: IIT Bangalore specialized certification
Course completion certificate from UpGrad
Certificate from NASSCOM on successful program completion.
Course Fee: INR 2,99,000/-
No cost EMI: 6736/- per month
9. ExcelR
ExcelR in the collaboration with tech giant IBM offers Data Analyst Certification Course and Data Analyst Training Course to freshers graduates and working professionals. Founded in 2014 by IIM-ISB alumni with world headquarters in Houston, USA, and a presence in Malaysia and India, they are delivering world-class top-notch classroom and online training. ExcelR is famous for offering Data Analytics Courses in Mumbai.
Mode of Class: Virtual Live Classroom
Duration of Course: 6 months with 160+ hours of Learning
Data Analytics Courses in Mumbai Curriculum:
- Business Statistics
- Introduction to Excel
- Introduction to SQL
- Learning Tableau and Power BI
- Introduction Statistical Analysis System
- Introduction to Python
- R basics
Major Perks
- Industry-Based Course Curriculum
- Fundamentals of R & Python
- Experienced and expert Faculty From IIT, IIM & ISB
- Work Hands-on with 10+ Live Projects
- Lifetime eLearning access
- Dedicated Case studies
- Free industry expert Guest Lectures & Webinars
- Interview Prep Sessions and Bootcamps
- Dedicated Placement cell for 100% Placement Assistance
Certification: Course completion certificate from ExcelR
IBM certification
Ai variant Internship Certificate
Course Fee: INR 44999/-
10. Intellipaat
Intellipaat offers one of the best Data Analytics courses in Mumbai in a collaboration with IITM Pravartak (Technology Innovation Hub of IIT Madras). Their Data Analytics course helps you to master analytical skills which will be taught by IIT Madras faculty and industry experts on live projects.
Mode of Class: Live online classroom
Duration of Course: 50+ Live sessions across 7 months
Data Analytics Courses in Mumbai Curriculum:
- Introduction to Data Science and Statistics
- Data Wrangling with SQL
- Introduction to Data Transformation using Presto
- Understanding the business problem
- Data storytelling
- Learning optimization techniques
- Programming with R
- Machine Learning
- Case studies
- Capstone Projects
Major Perks
- Learn from IIT Madras Faculty and Industry Practitioners
- 24*7 Student Support
- 218+ Hrs Self-paced Videos
- 200+ Hrs Project & Exercises
- One-on-One with Industry Mentors
- Resume Preparation and LinkedIn Profile Review
- Peer Learning
- Placement Assistance
Certification: Data Analytics Certification from Intellipaat and IITM Pravartak
Course Fee: INR 85,044/-
No cost EMI: INR 5000/-
Frequently Asked Questions: Data Analytics Courses in Mumbai
Question: What are the top skills required to become a data analyst?
Answer: The top skills to become a data analyst are:
- Critical Thinking
- Knowledge of statics
- Basic programming language
- Mathematical skill
- Knowledge of the tech world
- Decision Making
- Problem-Solving
Question: What is the average salary of Data Analysts in Mumbai?
Answer: Data Analysts in Mumbai earn an average salary of INR 5,00,000 per annum.
Question: Which industry hires Data analysts most?
Answer: Well today every industry is surrounded by large data volumes. So, every industry or organization hires Data Analysts. The finance industry is on top of hiring data analysts.
Conclusion
I hope that my article helped you with some relevant information about Data Analytics and how it is important in today’s fast-growing business world. You also might read about who are data analysts and what’s their job profile. My article also shared the top 10 best data analytics courses in Mumbai for those who want to build their career as Data analysts and related professions.