How To Become A Data Scientist? Skills, Courses, And Institutions Explained

Published on: 29 March 2024 Last Updated on: 07 February 2026

In recent times, data science has been everywhere. Businesses across the globe are turning to data science, which will help you to solve the most diversified issues out there. This situation has put data scientists in advantageous positions in terms of payment and employment.

Data scientists are part of the IT or data science team who can help analyze the data to provide the information. It allows the organization to make data-driven decisions and easily create strategic plans.

With the network economy's improvement, the data generation pace has increased. This leads to the single step of strengthening the demand for other data scientists. Artificial Intelligence Architect leads to problem-solving with the help of high-quality technology. It would be the same for data scientists. After all, this can be a good career option for you.

What Does A Data Scientist Do?

After researching the facts, I developed significant factors for a data scientist. Below, I am going to discuss what a data scientist does.

After researching the facts, a data scientist can work intensely to understand and analyze the data, providing such actionable insights. In this business environment, they can work across several other teams where they will lay down the foundations for robust analytics. It means developing such significant strategies so they can easily capture, garner, and clear the cache from the range of several sources.

Aside from that, once they are done exploring and analyzing such data, they can quickly build several other solutions and efficiently communicate their findings to an extensive range of business fields.

The Step-by-step Guide of How to Become a Data Scientist:

Usually, many people are becoming interested in this data science domain. Below, I will discuss a step-by-step guide on how to become a data scientist.

1) Earn a Bachelor's Degree

Several data scientists can earn a bachelor's degree, preferably in science streams like engineering, IT, math, or other related fields. You will improve your problem-solving abilities after completing your bachelor's degree in quantitative domain.

This will only be possible through critical thinking and analytical skills, some of the most significant skills to possess as a data scientist. Aside from that, you might also pursue an internship during your bachelor's degree, which would help you to get an entry-level job in this domain.

2) Get the Certifications

Multiple certifications will help you develop your skill set and showcase your interest. This way, you can become a data scientist for several other potential recruiters. A vast number of courses regarding data science and data analytics are available online on several different websites.

In this case, you should consider joining any of these courses to develop your skills and chances of securing a job. This would apply to becoming a data scientist. After all, consider getting these certified by several other educational institutes in India. This also provides courses in data science.

3) Gain Work Experience

Data Scientists continue to be in high demand across several other industries. You might consider getting other relevant experience as a data scientist by pursuing internships or entry-level jobs. This happens as a junior data analyst.

On the other hand, gaining relevant work experience can help develop your skills. It means you must acquire corporate expertise.

Also, if you are working in an entry-level position, several other businesses might provide on-the-job training and other certifications. This can lead to such significant promotions.

4) Build Your Portfolio

It would help if you considered building a portfolio of some significant projects, which means you have previously worked. In this way, you can easily showcase your abilities to recruiters and gain an advantage over other candidates.

After all, you can also include several other examples of projects through which you can manage this in previous organizations in the visual format. Likewise, you can also get assistance from different online resources on such things as templates to use while building your working portfolio.

5) Pursue a Master's Degree

Another best and most significant way to build your career in data science is to pursue your master's degree. In this case, pursuing your master's degree will quickly help you obtain a leadership position in the data science domain.

Not only that but having a master's degree might also benefit you significantly from other data scientist candidates. This is mainly applicable while you are applying for higher-paying jobs.

6) Pursue a Doctorate

There are several data scientists who also prefer to pursue their careers in computer science or other related fields. In this way, they can quickly achieve leadership positions in their organizations.

Above all, you can quickly get high-paying jobs. Even more, having a doctorate might give you a significant position as a nurse anesthetist through which you can earn a teaching position or a higher-paying role.

What Is the Skill Set Required to Become a Data Scientist?

If you want to become a data scientist, you must enhance several skills required in this domain. Below, I will discuss the skill set that you must have to become a data scientist.

1) Technical Skills

If you want to become a data scientist, then you must acquire some relevant data scientist skill set. It includes the following:
Proficiency in other programming languages such as R or Python.
You must acquire a strong knowledge of mathematics and statistics.
Ensure you have experience with machine learning techniques and algorithms.
Ensure you are familiar with data visualization libraries such as Tableau and Matplotlib.
Ensure you can utilize several other big data technologies like Spark and Hadoop.

2) Analytical Skills

Data scientists have superior analytical skills, which helps them visualize problems. This happens from all possible angles. It provides several other solutions after evaluating and considering all other potential solutions.

In this case, they review and check the accuracy of information and data. Aside from that, they have the analytical skills which would help them pursue their career seamlessly. They have the analytical skills that would help them do things seamlessly.

After all, your ability to visualize numbers and analyze them to other mathematical relations can provide such solutions. Furthermore, this can help them become good data scientists with that visualizing power. This will also help them improve business-related management skills.

Data Scientists might be required to work on multiple other projects with such strict deadlines. In this case, time management skills are essential to ensure they deliver on time. Aside from that, time management skills help data scientists efficiently use their time.

Even more, they can quickly achieve the desired objectives and outcomes. It means preparing schedules, following them, and managing time effectively will help you assign a significant skill set and proficiency in time management skills.

In Conclusion

I have discussed the step-by-step guide of how to become a data scientist above in this article. Being a data scientist, you must be professional and must acquire significant knowledge of statistics, mathematics, and several domains like these.

Aside from that, you also must gain knowledge about how to solve such complicated issues and ensure you have enough capacity to make data-driven decisions for your organization.

I hope you found this article helpful. If you have queries, please comment below!

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How Many Jobs Are Available In Telecommunications Equipment?

Searching for the answer of how many jobs are available in telecommunications equipment? Then I must say you are not alone in this search line! There are many more people from the United States Of America who would like to know the answer. Therefore many more want to start their careers in the Telecommunication equipment department. The employees also get a pretty promising salary hike and learning opportunities. We all know almost every person wants to have these two in their professional life. And the telecommunication equipment department is the perfect selection for those who have a great passion for pursuing their career in the telecommunication department. What Does Telecommunication Equipment Mean? The telecommunication department refers to the hardware used for the telecommunication sectors. This hardware use transmission lines, multiplexers, and transceiver stations. Telecommunication technologies like radios and computers are everywhere, hence this telecommunication equipment is slowly taking over all communication mediums. Since the 1990s, two separate departments have come under a single umbrella. It encompasses different types of communication technology which include telephones, radios, and computers. At that time, the telecommunication department’s data transfer work increased. And the telecommunication department works to become more versatile and create multiple jobs for freshers and experienced telecom sector employees. Now let’s proceed to the main answer for how many jobs are available in telecommunications equipment. Is Telecommunications Equipment A Good Career Path? Yes, telecom equipment manufacturing is an excellent career choice. The telecom equipment market will reach a staggering US$ 967.9 billion by 2030, according to a report from Acumen. In any case, what does it imply concerning development? The market was worth US$ 538 billion in 2021. Therefore, the growth rate between 2022 and 2030 stands at a respectable 6.9%. So, is a career in telecommunications equipment a good one? Here we let you know the details and the reasons it is. On the off chance that we take a gander at the measurements we have begun with, the response is a reverberating yes. But a career isn't just about numbers, right? Yes, we are completely in agreement with you. All aspects of working in this industry will be examined in detail in this article. After all, you need to make a well-informed decision about your career. The telephone, television, internet, and other communication services that people utilize make up the entirety of the telecommunications sector. The majority of people and corporations view this enormous industry as necessary. Work in telecommunications equipment is an excellent concept because it requires a lot of equipment due to its size and complexity. There are many different professions that fall under the category of working with telecommunications equipment, ranging from those who are entry-level and don't require any special training to those who are in charge of operating the business, developing new telecom technology, and revolutionizing global communication. What Types Of Jobs Are Available In The Telecommunication Equipment? Before digging for the answer to how many jobs are available in telecommunications equipment. Hence the job types are different. And the telecommunication equipment department is maintaining continuous growth. 21,510 jobs are available in the telecommunication departments, and more than 195,823 employees are working in this department. Hence if you are a passionate person and want to strive in the changing work in the telecommunication department. Then this is the right place where you will get all of your answers related to your job search. And find the most relevant jobs for you in telecommunication equipment. Telecommunication Equipment Engineer And Manager. Tower And Telecommunication Technician. Cable line Installer. Telecommunication Equipment Engineer. Salesperson for Telecommunication. Senior Telecommunication Analyst. Network Engineer. Computer Technician. Telecommunication Analyst. Telecommunication Specialist. Jobs & Career Opportunities In The Telecommunications Equipment Departement Before thriving your career in the telecommunication equipment department, you must know how many jobs are available in telecommunications equipment. This answer holding the information will guide you just in the right direction. Here are the types and job profiles of the ten highest paying jobs in the telecommunication department. 1. Telecommunication Equipment Manager Now you know how many jobs are available in telecommunications equipment. But which among these jobs are the highest paying? Every work in the telecommunication equipment looks after by the managers. Usually, the project’s estimation and budgeting everything is looked after by them. The telecommunication equipment managers communicate with all the senior executives, colleagues, and workers to execute the projects. Every project is running under the screening of the telecommunication manager. Salary Structure: The structure falls between $113,263 - $142,473. 2. Telecommunication Technician The telecommunication technician is another promising career option in the telecommunications department. The telecommunication technician is responsible for every type of maintenance, repair, and installation of telecom equipment. The challenge of this job profile is that many times the telecommunication technicians have to carry forward the work outside of their comfortable working environments. But the right knowledge and skills can ensure promising growth in this department. Salary Structure: The telecommunication technician's salary structure falls between $50,940 - $66,217. 3. System Manager System manager jobs are another great selection for telecommunication job seekers. If you want to know how many jobs are available in telecommunications equipment. Therefore it means you are already showing interest in this sector. And job profiles of the system managers are very similar to the IT department employees. The job roles of system managers are to maintain and repair telecommunication equipment. Hence to excel in this department, you have to understand the telecommunication department's functions. And know the right strategy to resolve telecommunication issues. Salary Structure: The system manager’s salary structure falls between $78,217 - $86479. 4. Cable Installer The cable installer is another telecommunication equipment job that is created to handle all works related to cable installations and repair. The main job roles of the cable installers are to take care of the new cable installation works and repair the old works if required. The cable installations are more like tower maintenance work. Hence people often have to climb up the poles and install the cables in the place. This is not a desk job. To get this job, you have to be fit and knowledgeable about using handheld equipment. Therefore when you want to know how many jobs are available in telecommunications equipment. You should always know what is the expected physical eligibility you required to have. Salary Structure: The cable installer’s salary structure falls between $48,063 - $57,899. 5. VOIP Engineer VOIP systems look after by VOIP engineers. This is a system that is a communication medium. This is a replacement for the traditional phone network system. The VOIP system installations and maintenance are the common work areas of the engineers. The VOIP engineers are responsible for the design, installation, and maintenance of voice communications. Hence their job is associated with the company's in-house IP telephone communications. Salary Structure: The VOIP Engineer’s salary structure falls between $82,348 - $100,295. 6. Telecommunication Operator Everything in the telecommunication sector looks after by the telecommunication operators. The job responsibility of the telecommunication operators is to install, monitor, and repair mobile phone networks. Now you almost get the idea of how many jobs are available in telecommunications equipment. And these job types are also going to ensure you a better career graph. Therefore, every individual company has licensed telecommunication operators who can operate their TCP/IP networks. Therefore they are eligible to provide the right services to the customers. Hence from installations to repairs, every job responsibility carries forward by these telecommunication operators. Salary Structure: The telecommunication operator’s salary structure falls between $38,248 - $42,978. 7. Telecom Sector Customer Service Executive The telecom sector business link with the customers. And customer service executives look after all types of customer queries. The telecom sector’s customers are seeking help for troubleshoots. Hence that is the reason often the telecom sector companies are hiring customer service executives for better customer responses. Hence apart from the customer’s query responses, billing and selling all come under their responsibilities. Salary Structure: The telecom sector customer care service executive’s salary fall between $107,370 - $146,000. 8. Computer Programmer Often when people are asked how many jobs are available in telecommunications equipment. They are becoming a little confused after hearing that computer programming also comes under telecommunication jobs. Yes! Do not confuse. Now everything is becoming automatic. Computer programmers’ jobs are also available in the telecom sectors. The job responsibility of the programmers in the telecom sector is to look after the complexity of computer programming and the telecom sector. Hence the system is complex, computer programmers can only sort out these complex structures. Salary Structure: The computer programmer’s annual salary is $73,007 in the telecom sector. 9. Telecommunication Equipment Specialist The telecom equipment specialist’s job responsibilities are to establish the communication systems and set up data telecommunication network circuits. From network installation to data telecommunications, everything is taken care of by these telecom equipment specialists. From the inventory to the data network maintenance, everything is taken care of by these telecommunication equipment specialists. Hence the whole telecommunication field comes under their responsibility. The error-finding solutions are the common job responsibility of the telecommunication equipment specialist. Salary Structure: The telecommunication equipment specialist's annual salary lies between $50,940 - $66,217. 10. Data Analyst Data analyst jobs are another selection that is a little bit different from the rest of the telecommunication profile jobs. So the data analyst jobs count under other telecommunication jobs, Hence why it comes under the answer to how many jobs are available in telecommunications equipment. Data analysts are responsible for data interpretations and other types of information responses. The main job profiles of the data analysts are to interpret the data information and gather the right information after analyzing the data. Salary Structure: The telecommunication equipment data analyst's annual salary lies between $82,326 - $106,500. Why Should You Choose The Telecommunications Equipment Industry? There are a number of reasons why you should be choosing the telecommunication sector. Here are some of the that you bed to take a look at: 1. Career Growth The majority of professionals aim to advance in their careers. Fortunately, this is a market where you can make a lot of money. After all, working with smartphones and the internet is a part of telecommunications equipment. And all it takes to comprehend how significant these things are for our world is a single thought. As a result, the industry will never run out of jobs. In the event that you will earn a college education in a connected field and buckle down, there are sufficient chances. Thus, regardless of whether you start with a passage level work, there is a great deal of chance to fill in the business. 2. Job Security We cannot emphasize this point strongly enough. After all, every professional seeks job security in their work. Therefore, working in a field that will see constant growth in demand is a huge plus for anyone. This explains why there are so many people looking for work in the sector. Therefore, if you think you have the necessary talents, a job in telecom equipment is ideal. The last thing you should be concerned about is losing your job due to a lack of demand. 3. Variety Of Sectors One benefit of this industry is how simple it is to move sectors. After all, within the industry, you might begin with manufacturing and move on to sales. You could work in installation as well if you're technically inclined. In a word, you don't need certain talents to start in this industry. You can start off slowly and learn on the job to advance your career in a variety of ways with entry-level positions. So, now that you are aware of the numerous benefits of a job in the sector, let's look at the requirements for entry. 3. Technological Growth This sector of the economy is the most current with fresh developments. You will always be up to date, whether it's with operating systems or cellphones. As a result, when working with telecommunications equipment, you will constantly be informed. You will be the first to learn about everything new. Consequently, you can continually advance your skills and boost your professional value. You can eventually apply for positions with better compensation. After all, this is a dynamic, ever-evolving industry. It is always preferable to continue developing your communication skill set. Frequently Asked Questions (FAQs): Q1: Is The Telecommunications Sector A Good Career in 2022? Working in the telecommunication sector has already proved to be a promising career in 2022. As the world is turning to a small space and to survive in this world, every industry has to adopt a faster communications medium, which is only telecommunications. Q2: What Qualifications Does Every Jobseeker Want To Have In Telecommunication? Every job types are different. And to pursue a career in this industry. The best education qualifications are:1. 0+2 level examination in Mathematics, Physics, or Chemistry.2. Engineering degree in electronics and communications.3. Post-graduation science degree from any recognized university. Q3: What Types Of Skills Do The Telecommunication Employers Require? Here is the subject every telecommunications employee should know.Computer networking and ideas about LAN, WAN, and MAN.1. TCP and IP protocols.2. Ideas about Network routers, switches, and gateways functions.3. ETSI, TIA, EIA, ITU Cabling ideas.4. Knowledge of the OSI model.5. Cloud computing. Wish You A Great Career Ahead! In Telecommunication Sector I think you get the whole answer for how many jobs are available in telecommunications equipment. Every type of job requires different eligibility, hence managerial-level jobs require expert knowledge and project execution experience. But at the starting level, only science graduate degrees are enough. What is your opinion? Are we missing out on any of the points? Then let us know through the comment sections and share your opinion. Read Also: Is Capital Goods A Good Career Path? Is Precious Metals A Good Career Path? How Many Jobs Are Available In Real Estate Investment Trusts?

Importance of Learning Data Science

Data science is a perfect blend of algorithms, tools, and machine learning principles to find different hidden patterns from the raw data. It encompasses the exploratory analysis from it and uses various machine learning algorithms to accurately predict the future. A data scientist perceives data from different angles to ensure they know the data’s ins and outs; some are not known earlier. All the ideas in science-fiction movies of Hollywood can turn into reality by data science. Lately, data science has become a tool to make a prediction about the future, making use of predictive casual analytics, machine learning, and prescriptive analytics (Predictive and decision science). Data science is related to big data, machine learning, and data mining. It applies knowledge and actionable insights from data across a broad range of application domains. What Is Data Science? Data science is also known as a concept to unify data analytics, statistics, informatics, and their related methods to analyze and understand actual phenomena with data. It uses tools, techniques, and theories taken from several fields such as statistics, mathematics, information science, domain knowledge, and computer science. So if someone wants to learn data science, he needs to take a specially designed Data Science course and start a promising career in this domain. This article is all about learning data science and the benefits of taking a data science course. Why Learn Data Science? Data science has been hailed as one of the most exciting jobs of the 21st century. Here are some of the reasons that make data science important and highly paid professionals. A Fuel of the 21st Century: In the 21st century, the industry is driving through a force called Data. Several industries, including automobile industries, are using data to improve their business. Data science is also called the electricity that powers the industries today. They need data to improve their productivity, make their business grow, and offer the best products to their customers. Data scientists make valuable sense of data with their tools in order to make profound decisions. They also use high-performing computing to solve complex data problems. Huge Demand And less Supply: There is a huge abundance of data, but there are no proper resources to convert this data into useful products. There is a lack of skilled professionals who help companies utilize the potential that data holds. We can say that there is a lack of data literacy in the market in order to fill this gap in supply. So it’s worth learning data science in its high-demanding time. A Lucrative Career: According to Glassdoor, a data scientist can earn more than the national average salary, where the average salary for a Data Scientist is $117,345/yr, and the national average salary is $44,456 yearly. So this makes data science a highly lucrative career choice. The absence of data scientists is resulting in a double increase in income. So learning data science is beneficial, and a data scientist can enjoy the position of prestige in the company. Benefits of a Data Science Career- Today, so many professionals want to become data scientists, so it's necessary to take a proper certification course in this domain to help them start their careers. Below mentioned are some of the advantages of starting a data science career. 1. Data Science is Versatile: Data Science is a versatile field where numerous applications are available. Data science is vastly used in the sectors such as banking, healthcare, consultancy services, and e-commerce industries. So it offers a huge set of opportunities to work in various fields. 2. Makes Data Better: All companies need skilled data scientists to analyze and process their data. They also want to improve their quality; here, data science improves the process in which how we perceive and understand the data. 3. Data Science Makes Products Smarter: For customer satisfaction, Data science includes the usage of Machine Learning that helps companies create better products. For example, eCommerce websites use analytics to have insight into their customers' needs based on previous purchases through recommendation systems. It helps computers to understand human behavior and make data-driven decisions. 4. Data Science Makes you A Better professional: Data science provides you a great career and helps you create your better version via personal growth. It offers you a problem-solving attitude and a bridge role between IT and Management. So you can enjoy the best of both worlds. 5. Prestigious career and Highly Paid Job: Data Scientists allow companies to make smarter decisions and provide better results to their clients. It makes them achieve an important and prestigious position in the company. Due to their prestigious values and roles, data scientists can earn higher than other job roles. Nowadays, data science is considered one of the most highly-paid jobs as they can earn an average of $116,100 per year, which is quite an attractive salary for anyone. Wrap Up: Data science is a field with many lucrative advantages. However, it has its own flaws, considering how vast this field can be and its cross-disciplinary nature. But the benefits of data science can make you take this up as your future career. So are you ready to take a data science course to make your career bright and find your niche? Read Also: B.Sc. Agriculture- An emerging career option in India Top 7 Reasons the Medical Field Will Always Be In Demand Top Non-Physician Career Opportunities in the Healthcare Sector in 2021

Dos And Donts For Nurses Who Aspire To Succeed

Nursing is a gratifying profession. It is full of opportunities to serve the patients and make a difference for them. However, it is a vastly complex career that can be challenging to manage and full of stress. A nurse has so many things on their to-do list and so many things to avoid. The transition from a nursing school to a full-time job can be challenging and overwhelming for some individuals. Hence nurses require excellent critical thinking and coping skills to work under pressure. Individuals who choose nursing as their profession are generally kind at heart and responsible by nature. But once you are on the job, you'll soon learn the importance of being organized. There won't be any time for you to run back and forth and hunt for supplies or a pen. Under such a situation, it is easy to get distracted or vexed and forget about your responsibility of holistic care. Hence, being a nurse is not a piece of cake. But don't worry; to keep your head at work, we have you covered. Whether you're a rookie or a grizzled nurse, we have compiled a list of some critical dos and don'ts for a nurse who aspires to succeed. So read on and learn with us: What a nurse should do: 1. Consider continuous education: The best practice for any professional is to seek opportunities throughout their career. As you advance in your role as a nurse, you will discover different aspects of nursing that inspire you. So why not use this curiosity to your advantage and pursue higher education, seminars, certifications, etc.? However, several prestigious universities now offer online programs to fit your busy schedule. Did you know that online rn to MSN pmhnp programs, MSN-FNP programs, MSc, and Ph.D. programs are available? Hence, you can quickly pursue these post-graduation degrees to be competitive in the job market. 2. Listen to the patients: Listening to someone is an actual art. A good nurse listens to what the patient says, extracts the diagnosis, and defines a definite treatment. They have the skill to read between the lines and make a difference. A nurse's job is to make appropriate judgments about what they see and hear. So try to follow the holistic approach of care and create a professional assessment of what the patient is trying to explain as it impacts the treatment. 3. Clarify anything they are unsure of: Poor communication has always led to medical errors and low morale. This, in turn, leads to high stress and lower job satisfaction. Therefore, it is essential to ask questions and clarify your doubts regarding any medication or procedure. Asking questions helps you gain confidence in what you are doing. It refreshes your memory. But ensure you are clear about the instructions. If the answer doesn't seem right, ask about it again but in a different way. 4. Support the team members: A successful patient's treatment requires collaboration between the health care professionals and the practitioners. With this, try to be supportive of your fellow nurses. Be willing to work on undesirable shifts and gain respect. So when you foster a professional relationship with your colleagues, it helps you streamline your workflow, especially during busy days. What a nurse should avoid: 1. Don't say no to a patient: It is similar to anybody refusing a customer, saying that is not part of my job. So when it comes to a patient, you are the care provider and a representative of the healthcare team. A person in pain is not in the state of hearing; you say that you can't help them because your shift is over or another nurse's duty. Be empathetic and listen to them. Be polite and tell them that you are not assigned to care today; however, you will try to find the information or find someone who will help them out. 2. Don't feel ashamed in asking for help: As a new nurse, everyone tries to do as much as possible on their own. If you begin to drown, don't nurture hope that anyone will see and jump in to save you. Remember, asking for help is not shameful. Everyone has been through this. But keep in mind that there is a right way to ask for help. Try to be kind and express gratitude when you ask. Communicate in a way that doesn't make the other nurse think you are trying to pass on your job. 3. Don't disparage other professionals or organizations: Speaking ill of others is never appreciated, whether in a social setup or a professional organization. In reality, the person who does this is likely to be looked at more negatively. So if you have any conflict with anyone, it is better to deal with the matter privately. 4. Don't neglect yourself: When the career begins, we all are super excited and enthusiastic. And it is easy to live and breathe nursing. Even when you are not at work, it is part of human nature that you are worried about being more organized. However, strive for a balance and take out some time for yourself. Add some fun and exercise to your daily routine. Practicing self-care is essential to relieve workplace burnout. A take-home message: Starting a new profession is always exciting. But without the right nursing degree and license in your hand, you are not ready for the complicated world of the health care system. A nursing school does not teach you everything, while day-to-day experiences and tough times will teach you better than anyone else. However, by following the stated dos and don'ts, you can look back on how far you have come every month. It won't be long when you are one of those experienced and successful nurses who will help the fresh graduates, remembering how it was for you at that time. Read Also: Why Are People Turning To Online Pharmacists? Seeking a Healthy Career: 10 Tempting Medical Careers to Check Out

How To Become A Data Scientist? Skills, Courses, And Institutions Explained

What Does A Data Scientist Do?