• Next cohort Starts1st Jun, 2024
  • Learning FormatOnline Bootcamp
  • Course duration11 months
  • Next cohort Starts1st Jun, 2024
  • Learning FormatOnline Bootcamp

Why Join this Program

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    IBM Advantage

    Access hackathons, masterclasses, and AMA sessions. Earn IBM certificates for IBM courses.

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    Applied Learning

    Capstone and 20+ industry-relevant data analytics projects to ensure comprehensive learning

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    Data-Driven Decision Making

    Learn tools like Tableau, Excel, SQL, Python, R, PowerBI and more

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    Top-notch Data Analyst course

    Comprehensive data analytics curriculum with live online classes by industry experts

World’s #1 Online Bootcamp

Begin your journey to success

Get lifetime access to self-paced e-learning content

Corporate Training

Enterprise training for teams

Data Analyst Program Overview

This data analyst course, in collaboration with IBM, will transform you into a data analytics expert. In this course, you will learn the latest analytics tools and techniques, how to work with SQL, the languages of R and Python, the art of creating data visualizations, and how to apply statistics and predictive analytics in a business environment.

Key Features

  • Simplilearn's JobAssist helps you get noticed by top hiring companies
  • Industry-recognized Data Analyst Master’s certificate from Simplilearn
  • Dedicated live sessions by faculty of industry experts
  • Masterclasses from IBM experts
  • Industry-recognized IBM certifications for IBM courses
  • Ask-Me-Anything (AMA) sessions with IBM leadership
  • Capstone from 3 domains and 20+ projects
  • Exclusive hackathons conducted by IBM
  • Lifetime access to self-paced learning content
  • Program crafted to initiate your journey as a Data Analyst

Data Analyst Program Advantage

Get certified in data analytics with this IBM program. Access masterclasses by experts, and AMAs with leadership. Earn Data Analyst and IBM certificates plus complete capstone projects. Advance your career now!

  • Master's Certificate

    Earn your Data Analyst Certificate

    • Industry-recognized certificate by Simplilearn
    • Dedicated live sessions by faculty of industry experts
    • Lifetime access to self-paced learning content
  • IBM Certificate

    Get ahead with IBM Advantage

    • Content and certificate by IBM
    • Masterclasses by IBM experts
    • Hackathons and AMA Sessions

About the Program

About the Data Analyst Master's program developed in collaboration with IBM

IBM is a leading cloud platform and cognitive solutions company. Since 1911, they are known as the largest technology and consulting employer globally, with more than 350,000 employees who work with clients in 170 countries. Simplilearn and IBM’s collaboration delivers a once-in-a-lifetime experience, helping them distinguish themselves in Artificial Intelligence, Data Science, and other innovative technologies. This Data Analyst course in Ahmedabad will turn out to be quite fruitful for the students who wish to build their careers in Data Science. 

IBM, along with Watson, is working on an AI platform for business, powered by data and trying to build industry-based solutions for real-world problems. It's been seven decades since IBM has (and still continues to) defined the future of Information Technology with more than 3000 researchers in 12 labs located across six continents. 

What can I expect from this Simplilearn's Data Analyst program developed in collaboration with IBM?

Once you complete your Data Analyst course in Ahmedabad, you’ll be given a course completion certificate from IBM and Simplilearn. This certificate verifies that you have concluded your data analyst training in this Data Analyst course in Ahmedabad, and will give you a career advantage. You will also have these things with you if you complete the course -

  1. Access to IBM cloud platforms that feature IBM Watson and other software.
  2. Industry-recognized Data Scientist Master’s certificate from Simplilearn.
  3. USD 1200 worth of IBM cloud credits that you can use for hands-on exposure.

What are the learning objectives?

This Data Analyst course in Ahmedabad by Simplilearn in collaboration with IBM will give you expertise in this booming data analytics stream. The Data Analyst training in Ahmedabad helps you become a pro in descriptive and inferential statistics, hypothesis testing, data blending, data extracts, regression analysis, and forecasting. You will also have insights on data visualization techniques by using Tableaus and Power BI and learning ways to organize data and design dashboards.

On the other hand, the program also focuses on non tech workforce to give them an idea about the technicalities. In this Data Analyst training in Ahmedabad, you will understand basic concepts of Mathematics and how to apply them.

This learning method provides you with a thorough understanding of Data Analytics with demos and projects via CloudLab, and when you conclude this Data Analyst training in Ahmedabad, you will become a certified global Data Analyst.

What skills will you learn in this Data Analyst course in Ahmedabad?

This Data Analyst course in Ahmedabad has been designed to help you fulfill the company's expectations and prove yourself to be a good data analyst. As you complete this Data Analyst training in Ahmedabad you will be able to:

  1. Learn all the concepts like measures of central tendency, dispersion, correlation, and regression.
  2. Excel in SQL concepts like Universal Query Tool and SQL command.
  3. Code in Python by using variables, strings, functions, loops, and conditions.
  4. Understand the details of Python's lists, sets, dictionaries, conditions and branching, objects, and classes.
  5. Work on data consisting of Python, which includes reading and writing files, loading, working, and saving data with Pandas.
  6. Convert data in Python by using multi-dimensional arrays in NumPy, manipulate DataFrames in Pandas, use SciPy library of Mathematical routines, and implement learning by using Scikit-Learn.
  7. Work as data analytics by using Python libraries.
  8. Know several data visualization libraries in Python, which also has Matplotlib, Seaborn, and Folium.
  9. Know the basics of R in-depth, and then write your R scripts.
  10. Excel in R programming and know about the ways of implementing statements in R.
  11. Know, understand, and use linear and non-linear regression models and different classification methodologies for data analysis.
  12. Understand and then implement the clustering methods, which include K-means, DBSCAN, and hierarchical clustering.
  13. Know about the foundations of business analytics using Excel.
  14. Know the latest Microsoft analytics and visualization tools(Power BI).
  15. Excel in the concepts of Tableaus Desktop 10, become familiar with Tableau statistics, and make engaging desktops.
  16. Excel in visualization techniques like a heat map, treemap, waterfall, Pareto, Gantt chart, and market basket analysis.
     

What projects are included in this Data Analyst course in Ahmedabad?

This Data Analyst course in Ahmedabad comes with 15+ real world industry projects so that you can succeed in business analytics and intelligence with practical experience. This Data Analyst training in Ahmedabad consists of projects like:

Project 1: Analyse how big MNCs like Amazon and Flipkart implement business intelligence tools to use category analysis.
Project Title - Category of Performance Analysis
Description - As per the Performance Evaluation Program, the subcategories that give a continuous profit for the last four years are announced as the Best Performing Subcategories. Assist the manager in recognizing the major subcategories by looking at the profits and using dashboard features that give an entire picture for subcategory sales. 

Project 2: Know and understand how stock markets such as NASDAQ, NSE, and BSE leverage data science and analytics to become data that can be used from complex datasets.
Domain - Stock Market
Description - In this project, you will give Yahoo a data reader for companies like Yahoo, Apple, Amazon, Microsoft, and Google. You will be able to do fundamental analytics, which consists of plotting closing price, plotting stock trade by volume, doing everyday return analysis, and using pair plots to correlate all stocks.

Project 3: Check how banks like Citigroup, Bank of America, ICICI, and HDFC use data science to thrive in the market.
Domain - Banking
Description - A Portuguese banking institute gave a marketing campaign to make the potential customers invest in a bank term deposit. They did their campaigns through phone calls, and there were also times when the same customer was connected twice. Your job will be to analyze the data that has been collected from the marketing campaign.

Project 4: Know and understand how top healthcare industry leaders use data science to increase their business.
Domain - Healthcare
Description - Predictive analytics are used in the healthcare industry for hospital readmissions. In this sector, predictors play a very important role as they can be transferred into action, but at the same time, only real-time data won't help without intervention. To gauge the effectiveness and value of forecasting a trend and its fluctuating patterns, both the analysis and intervention must be integrated into the same system where the trend developed.

Project 5: Learn how top retail companies such as Walmart and Target use data science to analyze their product placements and inventory.
Domain - Retail
Description - Analytics is a tool used to analyze product placements on shelves or evaluate inventory that is to be kept in the warehouse by using industry examples. In this project, candidates will get to know the product evaluation cycle from shelves to the warehouse. This will help in knowing regular occurrences in the retail sector.

Project 6: Know and understand how insurance leaders such as Berkshire Hathaway, AIG, and AXA use data science by working on a real-life insurance-based project.
Domain - Insurance
Description - Predictive analytics is being used a lot in insurance businesses, especially by MNCs. All the candidates from companies that write over $1 billion in personal insurance make use of predictive modeling. It has helped the insurance companies in expanding their business in the best way possible.

Who should take this Data Analyst course in Ahmedabad?

Professionals in any industry and a knack for analysis should take up this Data Analyst training in Ahmedabad and land the perfect job with the help of this Data Analyst course in Ahmedabad. One can be from:

  1. IT Sector
  2. Bank and Finance 
  3. Marketing
  4. Sales
  5. Supply Chain Networking
  6. Beginners in the Data Analytics field
  7. Students in UG/PG program 

What are the prerequisites for this Data Analyst course in Ahmedabad?

Learners who wish to succeed in the Data Analyst course in Ahmedabad and certification training should have a basic understanding of mathematics.

What are the job opportunities upon completing this Data Analyst course in Ahmedabad?

By taking the Data Analyst course in Ahmedabad, one will acquire the necessary data analysis skills to land their dream job as an expert Data Analyst. Various job titles are:

  • Analytics Manager or lead
  • Data Analyst
  • Business Intelligence Analyst
  • Business Intelligence Engineer 
  • Business Analyst/Senior Business Analyst
  • Various managerial roles

Why become a Data Analyst?

According to the World Economic Forum, by 2022, Data Analysts will be one of the top jobs in the market. Companies and organizations look at Data Analysis as one of the significant factors as it consists of playing with data, which can help any organization earn millions. Even though data analysis is in high demand, due to lack of awareness, there is a significant skill gap in data analytics,which means that there are many excellent career opportunities.

As per the IBM report, data analytics jobs will increase demand in Finance, Insurance, and Information Technology streams. Glassdoor said in 2019 that the average salary of a Data Analyst is $67,377.

Data Analyst Certification Learning Path

Accelerate your career trajectory with our extensive data analytics course curriculum. Delve into foundational statistics, master data analysis with Python and R, navigate databases using SQL, and harness the power of visualization with Tableau and Power BI.

Learning Path

Electives:
    • Aligned with PL-300: Microsoft Power BI Data Analyst certification
    • Learn Power BI Desktop layouts, BI reports, dashboards, and more
    • Learn to experiment, refine, prepare, and present data with ease
    • Explore comprehensive Power BI training for hands-on applied learning
    • Learn through a practical approach to help you gain expertise

  • Attend this interactive, online industry master class to gain insights about cutting edge Data Analytics advancements and techniques.

8+ Skills Covered

  • Data Analytics
  • Statistical Analysis using Excel
  • Data Analysis using Python and R
  • Data Visualization Tableau and Power BI
  • Linear and logistic regression modules
  • Clustering using KMeans
  • Supervised Learning
  • Unsupervised Learning

9+ Tools Covered

Microsoft ExcelNumPypandasSciPypower bipythonRtableauMySQLFSD

Industry Projects

  • Project 1

    APP RATING RECOMMENDATIONS

    The Google Play Store team launches visibility booster for promising apps - displayed higher in recommendations. Build model to predict app ratings with provided app data.

  • Project 2

    COMCAST TELECOM CUSTOMER COMPLAINTS

    Comcast promises better customer service but continues falling short, despite repeated vows to improve. Leverage database of customer complaints to finally boost satisfaction.

  • Project 3

    ECOMMERCE SALES DASHBOARD

    E-commerce company seeks sales dashboard to analyze product categories, ease selection, and boost purchases. Help users review info on products they're considering.

  • Project 4

    COMPARATIVE STUDY OF COUNTRIES

    Create a dashboard to compare different countries on various parameters using the sample insurance data set and world development indicators data set.

  • Project 5

    SALES PERFORMANCE ANALYSIS

    Build dashboard showing monthly sales by segment and category, flagging those meeting/exceeding/missing targets - enabling clients to easily identify areas needing attention.

  • Project 6

    ANALYSIS OF SALES REPORT OF A CLOTHES MANUFACTURING OUTLET

    Fashion retailer seeks to expand product line. Aims to grasp market trends, automate product attributes, predict sales, understand sales drivers, and standardize ratings with data.

  • Project 7

    COLLEGE ADMISSION

    Each year, US colleges receive thousands of applications from international students. To streamline the process, the education department must analyze factors affecting admission.

  • Project 8

    IDENTIFYING AND RECOMMENDING THE BEST RESTAURANTS

    Upgrading B2C portal with smart automation. Forming matrices for top-notch eateries & suggestions. Analysis-based reports & visual dashboards for sharing insights.

  • Project 9

    PREDICTING LOAN DEFAULTERS

    High vehicle loan defaults cause losses, leading to stricter underwriting. Need a better risk model. Study to identify default factors & predict defaults.

  • Project 10

    EXAMINING FACTORS RESPONSIBLE FOR HEART ATTACKS

    Global heart disease deaths are high. We need a system to predict heart attacks. Study data on cardiovascular health, identify key factors and create a predictive model.

Disclaimer - The projects have been built leveraging real publicly available data-sets of the mentioned organizations.

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Career Support

Simplilearn JobAssist Program

Simplilearn Job Assist program is an India Specific Offering in partnership with IIMJobs.The Program offers extended support to certified learners to land their dream jobs.
IIMJobs Pro-Membership of 6 months for free

IIMJobs Pro-Membership of 6 months for free

Resume building assistance to create a powerful resume

Resume building assistance to create a powerful resume

Spotlight on IIMJobs for highlighting your profile to recruiters

Spotlight on IIMJobs for highlighting your profile to recruiters

Join the Data Analytics industry

Data Science and Analytics jobs are projected to see growth by 31% in the upcoming decade. The data analytics market is estimated to reach $24.63 Bn in 2021 and is projected to grow at a compound annual growth rate of 25 per cent from 2021 to 2030.

Job Icon11.5 M

Expected New Jobs for Data Science and Analytics

Source: Analytics Insight
Job Icon31%

Annual Job Growth by 2030

Source: 365 Data Science
Job IconINR 4L-11L

Average Annual Salary

Source: Glassdoor

Batch Profile

This program caters to working professionals from a variety of industries and backgrounds; the diversity of our students adds richness to class discussions and interactions.

  • The class consists of learners from excellent organizations and diverse industries
    Industry
    Information Technology - 32%BFSI - 19%Software product - 13%Pharma & Healthcare - 11%Retail - 10%Others - 15%
    Companies
     course learners from Amazon, Ahmedabad
     course learners from Ernst & Young, Ahmedabad
     course learners from Fidelity Investments, Ahmedabad
     course learners from Johnson and Johnson, Ahmedabad
     course learners from Vodafone, Ahmedabad
     course learners from Broadcom, Ahmedabad
     course learners from Accenture, Ahmedabad
     course learners from Nomura Holdings, Ahmedabad
     course learners from Ericsson, Ahmedabad
     course learners from Infosys, Ahmedabad
     course learners from Nvidia, Ahmedabad
     course learners from Tata Consultancy Services, Ahmedabad

Learner Reviews

Financing

The admission fee for this program is ₹ 57,000 (Incl. taxes)

Easy Financing Options

We have partnered with the following financing companies to provide competitive finance options at as low as 0% interest rates with no hidden cost.

ShopSePropelledLiquiLoan

₹ 4,750/month

Other Payment Options

We provide the following options for one-time payment

  • Internet
    Banking
  • Credit/Debit
    Card

₹ 57,000

(Incl. taxes)

Data Analyst Training FAQs

  • What is the JobAssist program?

    Simplilearn’s JobAssist program is an India-specific offering in partnership with IIMJobs.com to help you land your dream job. With the Job Assist program, we will offer extended support for our data analyst certified learners who are looking for a job switch or starting with their first job. Upon completing the data analytics course, you will be eligible to apply for this program, and your details will be shared with IIMJobs. As part of this program, IIMJobs will offer the following exclusive programs:

    • IIMJobs Pro-Membership of 6 months for free
    • Resume-building assistance to create a powerful resume
    • Spotlight on IIMJobs for highlighting your profile to recruiters

    *This service will be active for a period of six months from your course completion date.

  • What is the JobAssist program?

    Simplilearn’s JobAssist program is an India specific offering in Partnership with IIMJobs.com to help you land your dream job. With the Job assist program, we will offer extended support for the Data Analytics certified learners who are looking for a job switch or starting with their first job. Upon successful completion of the Data Analyst course in Ahmedabad, you will be eligible to apply for this program and your details will be shared with IIMJobs. As part of this program IIMJobs will offer following exclusive programs:

    • IIMJobs Pro-Membership for 6 Months
    • Resume Building Assistance 
    • Career Mentoring 
    • Interview Preparation 
    • Career Fairs 

  • What is the iimjobs.com Pro-Membership plan?

    The iimjobs.com Pro-Membership offers learners exclusive features that aren’t available to free members.

    • Job Insights: Access to “Insights” helps you compare your application against all other applications received for a particular job
    • Recruiter Action Status: The ability to view the status of job applications whenever a recruiter takes any action
    • Follow-up: Candidates get access to one follow-up per week for a job they have applied to. If not used will be carried forward onto the next week.
    • Chat feature: Initiate chat with the recruiter who has shortlisted your application
    • Improved visibility: A star icon against your application (to improve visibility)

  • What are the eligibility criteria to participate in the JobAssist program?

    To participate in the JobAssist Program you need to:

    • Be a graduate (Engineering or Equivalent) 
    • Complete our Data Analyst courses in Ahmedabad successfully and earn a Master’s certificate upon completion

  • Can I choose not to take this JobAssist program and get a discount?

    No, the JobAssist program is a supplementary offering that comes along with the Data Analyst course in Ahmedabad. It will make your chances high to get hired by the top companies.

  • How do I become a Data Analyst?

    This Data Analyst course developed in collaboration with IBM will give you sufficient insights into data analysis tools and methodologies to excel in your next role as a Data Analyst. You will earn an industry-recognized certificate from IBM and Simplilearn that will attest to your new skills and on-the-job expertise. The online Data Analyst certification course will train you on statistics essentials, SQL basics, data science, and data visualization using R and Python, Business Analytics with Excel, Power BI, and Data Visualization with Tableau Desktop 10.

  • How long will this service be active?

    This service will be active for a period of six months from your course completion date.

  • Will the JobAssist program guarantee me a job?

    No, the JobAssist program is designed to help you in finding your dream job. It will maximize your potential and chances of landing a successful job. The final selection is always dependent on the recruiter.

  • What does a Data Analyst do?

    Data analysts play a unique role among the many data-centric jobs often found in today's businesses. A Data Analyst commonly works on collecting and interpreting data, analyzing the outcome, and reporting the results back to the relevant team. A Data Analyst also works closely with identifying patterns and trends in data sets, working alongside organizations within the business or the management team to establish business needs, define new data collection and analysis processes, and add real value to a company.

  • What is Data Analytics?

    Data Analytics is a process of inspecting, cleaning, transforming and modeling data to discover useful information and support decision making to achieve business goals. There are various data analysis qualitative and quantitative methods and analytical or statistical tools used to extract the useful information and translate them into insights to make better business decisions, most of which are covered in the Data Analyst Courses.

  • I am a fresher, can I participate in the JobAssist program?

    Any graduate who has successfully completed our Data Analyst course is eligible to participate in the JobAssist program. 1+ years of experience is however recommended.

  • What is the salary of a Data Science and Business Analytics specialist in Ahmedabad?

    Data analysts are highly skilled individuals, and with a suitable Data analyst course in Ahmedabad individuals can aim for a highly marketable job. The salary for a data analyst in Ahmedabad ranges around 8 to 10 lakhs per annum.

  • What are the major companies hiring for Data Science and Business Analytics in Ahmedabad?

    Companies such as Ford Global Business Services, Speedline India Pvt Ltd, OASIS, Insignia, etc., hire data analysts in Ahmedabad. Professionals with a Data analyst course in Ahmedabad have specialized training in data analysis and thus have an edge in the job market.

  • What are the major industries in Ahmedabad?

    Automobiles, pharmaceuticals, manufacturing industries such as Adani Enterprises, Gujarat Industries Power Company, etc., are the major industries in Ahmedabad. Data analysts are required in all companies for its growth and sustainable development. Thus, an individual with Data Analyst course in Ahmedabad can look for jobs in these fields.

  • How to become a data analyst in Ahmedabad?

    A data analysis masters certification training course is all that you need to become a data analyst. After that, all you require is on-field experience. Enroll in a credible Data analyst course in Ahmedabad and learn the technicalities of data analysis.

  • How to find data analyst courses in Ahmedabad?

    Specialized data analysis courses are just a click away in this age of the internet. Do thorough research of available Data Analyst masters certification training courses Ahmedabad and find the one that suits you the best. Remember to make sure your information sources are all credible and verified.

  • How do I earn the Master's certificate?

    Upon completion of 80% of LVC hours and 2 projects, you will be eligible to receive the certificate that will testify to your skills as an expert in Data Analyst.

    Please find the completion criteria for each course within the mandatory learning path as:

    Course Course completion certificate Criteria
    Business Analytics with Excel Required 85% of online self-paced completion or Attend 80% of 1 LVC batch and 1 project
    SQL Required 85% of online self-paced completion or Attend 80% of 1 LVC batch and 1 project
    Programming Basics and Data Analytics with Python Required 85% of online self-paced completion or Attend 80% of 1 LVC batch and 1 project
    R programming for Data Science Required As per criteria on IBM portal
    Data Analytics with R Required 85% of online self-paced completion or Attend 80% of 1 LVC batch and 1 project
    Tableau Training Required 85% of online self-paced completion or Attend 80% of 1 LVC batch and 1 project
    Data Analyst Masters Capstone Required Attendance of one Live Virtual Classroom AND successful evaluation in at least one project

  • I am not able to access the Data Analyst course. Who can help me?

    Contact us using the form on the right of any page on the Simplilearn website, select the Live Chat link or Request a callback.

  • Who will teach this Data Analyst course?

    All of our highly qualified Data Analyst course trainers are business intelligence industry experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

  • What is Global Teaching Assistance?

    Our teaching assistants are a dedicated team of subject matter experts here to help you get certified as a data analyst on your first attempt. They engage students proactively to ensure the course path is followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available during business hours.

  • What is covered under the 24/7 Support promise?

    We offer 24/7 support through email, chat, and calls. We also have a dedicated team that provides on-demand assistance through our community forum. You will have lifetime access to the community forum, even after completing your data analyst course with us.

  • What is the job market for data analysts?

    Data analysis is a rapidly growing field, and the demand for data analysts is increasing in many industries. Here are a few placement trends for data analysts:

    • Increasing demand: The amount of data being generated is increasing at a rapid rate, and organizations are looking for ways to extract insights from that data. As a result, the demand for data analysts is increasing in finance, healthcare, retail, and manufacturing industries, to name a few.
    • The growing use of data analytics in different sectors: Data analysis is becoming increasingly important in various sectors, such as healthcare, finance, manufacturing, retail, and technology. The increasing use of data analytics in various sectors is creating new opportunities for data analysts.
    • Remote work: With the COVID-19 pandemic, remote work has become more prevalent and many companies are now looking for data analysts who can work remotely.
    • Use of machine learning and artificial intelligence: Data analysts are increasingly expected to use machine learning and AI to extract insights from data. This is creating new opportunities for data analysts with experience in these technologies.
    • Interdisciplinary skills: Data analysts are increasingly expected to have interdisciplinary skills, such as data visualization and business acumen.

Data Analyst Course in Ahmedabad

Hailed as the seventh-largest metropolis, Ahmedabad is a bustling city in Gujarat teeming with opportunities. Even back in the time, Ahmedabad always favored economic prosperity. The city has never seen slump days and nor it will considering it is a major trading and financial hub contributing a significant proportion of stock investments being transacted in the country.

The Gujarat Science City is a government powered initiative to draw students and professionals into the city. As a result, Ahmedabad developed state-of-the-art educational and research institutions to fuel the fire of knowledge within Indian residents and to flock opportunities and global companies to the city. Ahmedabad has a population of almost 8,253,226 with a GDP of $68 billion.

Sabarmati Ashram, Kankaria Lake, Adalaj Stepwell, Calico Museum of Textiles, and many more fascinating places are offered by the vibrant city of Ahmedabad to its tourists. It is a city rich with Indian heritage and culture and home to many such landmark sites. It is a family-friendly city and a great place to visit to enrich your lives.

  • Disclaimer
  • PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.