• Next cohort Starts23rd Jul, 2024
  • Learning FormatOnline Bootcamp
  • Course duration11 Months
  • Next cohort Starts23rd Jul, 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 Course in Hyderabad 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 Course in Hyderabad Advantage

Get certified in data analysis 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 excel in Artificial Intelligence, Data Science, and other cutting-edge technologies. This Data Analyst course in Hyderabad 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 Hyderabad, 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 Hyderabad, and will help you boost your career. 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 Hyderabad by Simplilearn in collaboration with IBM will give you expertise in this booming data analytics stream. The Data Analyst training in Hyderabad helps you become a pro in descriptive and inferential statistics, regression analysis, hypothesis testing, data blending, data extracts, 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 Hyderabad, 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 finish this Data Analyst training in Hyderabad, you will be able to call yourself a certified Data Analyst.

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

This Data Analyst course in Hyderabad 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 Hyderabad 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 Hyderabad?

This Data Analyst course in Hyderabad comes with 15+ real world industry projects so that you can excel in business analytics and intelligence. This Data Analyst training in Hyderabad 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 the intervention must be incorporated into the same system where the trend originated.

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 Hyderabad?

Professionals in any industry and a knack for analysis should take up this Data Analyst training in Hyderabad and get a great job with the help of this Data Analyst course in Hyderabad. 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 Hyderabad?

Learners who wish to succeed in the Data Analyst course in Hyderabad and certification training should possess a basic knowledge of mathematics.

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

By taking the Data Analyst course in Hyderabad, one will gain the required data analysis skills to win their dream job as a 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, meaning that there are plentiful 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 Course in Hyderabad Learning Path

Accelerate your career trajectory with our extensive data analyst 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
    • Get access to practice tests to ace the PL-300 exam
    • Learn through projects and labs to gain expertise in visualization

  • 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 and suggestions. Analysis-based reports and 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 and 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, Hyderabad
     course learners from Ernst & Young, Hyderabad
     course learners from Fidelity Investments, Hyderabad
     course learners from Johnson and Johnson, Hyderabad
     course learners from Vodafone, Hyderabad
     course learners from Broadcom, Hyderabad
     course learners from Accenture, Hyderabad
     course learners from Nomura Holdings, Hyderabad
     course learners from Ericsson, Hyderabad
     course learners from Infosys, Hyderabad
     course learners from Nvidia, Hyderabad
     course learners from Tata Consultancy Services, Hyderabad

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 Course in Hyderabad 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 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 Hyderabad, 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 

  • Why do I need to choose Simplilearn to learn Data Analytics in Hyderabad?

    Simplilearn provides instructor-led training, lifetime access to self-paced learning, training from industry experts, and real-life industry projects with multiple video lessons.

  • What is the salary of a Data Analyst in Hyderabad?

    A Data Analyst gets paid an annual salary of around ?4,50,696 on average in Hyderabad. But the yearly compensation can increase to up to ?10,00,000 on average in Hyderabad if the person has completed a reputed data analyst masters certification in Hyderabad and has a worthy fieldwork experience.

  • What are the major companies hiring for a Data Analyst in Hyderabad?

    Many local companies and MNCs are hiring for a Data Analyst in Hyderabad. But it is recommended to complete a good data analyst master's certification in Hyderabad to get noticed and hired in top companies like IGT, Referenceglobe, GD Research center, Kireeti, Hitwicket, etc. UnitedHealth Group, Altimetrik Inc.

  • What are the major industries in Hyderabad?

    Tourism and Traditional Manufacturing are considered to be two of the top industries successfully driving the economy of Hyderabad, and other industries include the knowledge sector, retail, real estate, automobiles, and information technology. Data Analyst is an in-demand skill in most of the industries mentioned above in Hyderabad. They need intelligent and intellectual Data Analysts with reputed data analyst masters certification in Hyderabad.

  • How to become a Data Analyst in Hyderabad?

    One can quickly become a Data Analyst in Hyderabad by completing a reputed data analyst master's certification in Hyderabad and then applying for job roles that require data analyst skills. This will help achieve hands-on experience for better annual compensations.

  • How to find data analyst masters certification in Hyderabad?

    One can easily find online data analyst masters certification in Hyderabad. But make sure the course has over 120 hours of live interactive learning, preferably led by industry experts. You learn various analytic tools and techniques and get used to data visualizations, python, and SQL databases. An excellent online course should give you access to exclusive hackathons and ask me anything. A reputed course should have 15+ real-life projects based on datasets of relevant leading institutions. Make sure the online course has job assistance so you can get noticed and hired by top-tier companies.

  • What are the benefits of taking a data analyst course in Hyderabad?

    By joining our Data Analyst course in Hyderabad, you unlock a range of benefits. You'll master data manipulation and analysis, gaining practical experience through real-world projects and expert mentorship. Our course offers 8X higher live interaction in online Data Science classes led by industry experts. Furthermore, our collaboration with IBM provides access to Exclusive Hackathons, Masterclasses, and Ask-Me-Anything sessions. Engage in industry-relevant projects spanning banking, e-commerce, technology, and manufacturing. Upon completion, you'll earn Simplilearn’s recognized Data Analyst Master's certificate.

  • What kind of projects or assignments are included in a data analyst course in Hyderabad?

    Our Data Analyst course in Hyderabad encompasses 15+ real-world projects across domains like business intelligence, stock markets, banking, healthcare, retail, and insurance. Hands-on experiences include analyzing business intelligence tools for Amazon and Flipkart, exploring stock market analytics for NASDAQ and more, delving into healthcare predictive analytics, and investigating data science's role in retail giants like Walmart and Target.

  • Can I pursue a data analyst course in Hyderabad while working full-time?

    Absolutely! Our Data Analyst training in Hyderabad is designed to accommodate working professionals. Flexible class schedules for live sessions enable you to balance your job and studies seamlessly. Online access to course content supports self-paced learning, empowering you to upskill without disrupting your full-time commitments.

  • Are there any online options for data analyst training in Hyderabad?

    Yes, we offer online Data Analyst training in Hyderabad. Our comprehensive online courses deliver video lectures, interactive assignments, live sessions, and dedicated learner support. These features allow you to enjoy high-quality learning from the comfort of your home, aligning with your preferences.

  • How can I evaluate the quality and credibility of a data analyst course or institute in Hyderabad?

    When evaluating a Data Analyst course or institute in Hyderabad, focus on curriculum depth, instructor expertise, industry relevance, and student feedback. Look for accreditations and reputable partnerships as indicators of quality. Our Data Analyst course at Simplilearn boasts a strong track record and high placement success.

  • Are there any additional resources or support provided for job placement after completing data analyst training in Hyderabad?

    Certainly, our Data Analyst course in Hyderabad includes comprehensive job placement support. Benefit from resume workshops, interview preparation, networking, and recruitment events. We are committed to launching your successful Data Analyst career in Hyderabad's competitive job landscape.

  • What can I expect from this Data Analyst Course in Hyderabad?

    Upon completion of this Data Analyst training, you will receive the certificates from IBM and Simplilearn for courses in the learning path. These certificates will testify to your skills as an expert in Data Analytics. You will also receive the following:

    • Lifetime access to e-learning content for all of the courses included in the learning path (*only for Simplilearn courses)
    • Industry-recognized certificates from IBM (for IBM – Data Analytics courses) and Simplilearn upon successful completion of the program

  • What are the modules covered in this Data Analyst Course in Hyderabad?

    This p\online Data Analyst certification course consists of the following modules:

    • Business Analytics with Excel
    • SQL
    • Programming Basics and Data Analytics with Python
    • R programming for Data Science
    • Data Analytics with R
    • Tableau Training
    • Data Analyst Masters Capstone
    • PowerBI
    • Industry Master Class- Data Analytics

  • What programming knowledge is necessary for this Data Analyst Course in Hyderabad?

    This Data Analyst certification course is suitable for professionals with programming experience as well as non-programming backgrounds. However, it is recommended to have a basic understanding of programming languages like SQL, Java, Python, or R.

  • How do I enroll for the Data Analyst Course in Hyderabad?

    You can enroll in this Data Analyst training on our website and make an online payment using any of the following options:

    • Visa Credit or Debit Card
    • MasterCard
    • American Express
    • Diner’s Club
    • PayPal

    Once payment is received you will automatically receive a payment receipt and access information via email.

  • I am not able to access the Data Analyst Course in Hyderabad. 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 in Hyderabad?

    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's unique about the Data Analyst Course in Hyderabad?

    You will obtain IBM credentials for the IBM courses and Simplilearn certifications for every course in the learning path after completing Simplilearn's online data analyst courses. These credentials, will attest to your abilities and demonstrate your knowledge of data analytics. The following advantages are also available to you as part of this Data Analyst certification program:

    • Expert-led master courses from IBM
    • Exclusive Hackathons run by IBM Industry-recognized Data Analyst Master's credential from Simplilearn Ask Me Anything sessions with IBM leadership

  • 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 Hyderabad

Hyderabad, the capital city of the Indian state of Telangana, has an area of 650 square kilometers or 250 square miles. Hyderabad has around 10.2 million, making the city the fourth most populous in India, and it is the fifth-largest urban economy in India. The city has a tropical wet and dry climate and a hot semi-arid climate, therefore, having sweltering summers and warm winters. Hyderabad has scattered lakes, low-lying hills, and forests all around the city. It has a GDP of $74 billion and a per capita GDP of $7,430.

Tourism is one of the leading industries in Hyderabad. Both tourists and local people can enjoy a variety of attractions in the city ranging from historical buildings to lakes, gardens, temples, amusement parks, and safaris. The following are some of the most popular tourist attractions in Hyderabad:

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