Prepare your own computer programming

October 03, 2020


Why should I know programming?

Programming simply means giving commands to a computer. Originally, programming stems from one of Hilbert's 1928 problems, 'Is there a general mechanical procedure that can solve all mathematics problems in order?' It is said that the Turing Machine problem-solving order and procedure presented by the mathematician Alan Turing who solved this
problem was the beginning of 'programming'.

That is, programming originated from math problems, and algorithms, which are various knowledge and problem solving procedures or methods, are used to solve programming. Programming requires analyzing and understanding problems, making logical procedures, reviewing and debugging them for computer language.

So, why should you study the content and method of programming? Some people are curious about the language of computers and want to create something themselves, but others may think that I have nothing to do with the developers who make programming. Learning programming is not only for becoming a software developer, but also for improving computing thinking, which is one of the main reasons for learning programming. Understanding and applying programming nurtures various thinking and problem solving skills in mathematical and logical application, and helps to apply new methods to a given problem situation in real life. In addition, you will be able to deeply understand programming that is gradually applied to various social fields.

 

What kind of learning activities do you do?

First of all, in the first unit, we will examine the basic understanding of programming, how to make software, how computers work with software, and the types of programming languages. You will be able to learn the basic contents of programming by knowing the reality of programming that has already entered our society. You can also know the necessity of programming and have a direction for learning programming. In addition, it introduces Python, one of the programming languages. Python is an open program that has simple grammar and is distributed free of charge. It is a language that anyone can use. It is a language that many people use in various fields by providing various libraries.

You will be able to see what characteristics of the language we will learn together.

From the next section, we will introduce Python's development environment construction and basic usage of programming languages. For visually impaired students, it was premised that the use of a screen reader was followed by the installation process centering on the tab key and shortcut keys, and the basic functions were configured to understand.

And I want to learn how to use the code editor to use Python. Since Python is also a kind of document, you need a text editor that can enter, edit, and save code like 'MS Word'. As a document editing program, a method of using IDLE, a method of using a notepad, and a method of using Visual Studio, an intelligence development tool, were presented to guide the selection of a coding method suitable for the student's characteristics.

In addition, you will be able to learn the basic method for writing Python code through problems encountered while using each method and solutions accordingly.

 

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Learn Computer Programming

Computers play a very important role in our daily lives, and we live with them every day. If you think about it easily, you can only think of laptops and desktop computers, but tablets and smartphones are all types of computers.

In addition, computer systems are also included in refrigerators, rice cookers, game consoles, traffic lights and cars that can be seen on the street.

Computers are electronic devices that process information. Although the appearance varies depending on the type, computers are largely made up of two parts: “hardware” that can be touched and “software” that cannot be touched.

Most computers cannot think of themselves or run programs, so they absolutely need software that gives them instructions. All of the automated machines around us like this have something in common. That is, it performs tasks according to the instructions of the software built into the machine. Software that is executed according to this command is called a program.

These days, Facebook, which we use a lot on a daily basis, is all one program. In addition, these programs are used in various ways in life such as games, music playback, internet shopping, and smart TV.

In the future, software will play an even more important role in all societies in general. The era when software needs to be well understood and used in various fields is approaching.


What is programming?

Programming refers to the work of creating a program. A program is a collection of instructions that are given to a computer. These programs come together to become software. In other words, programming is the process of creating software, and the tool used to create such software is called a 'programming language'. Just as we have English, so for computers, we use the “programming language”, the language of computers.

Most programming languages consist of a collection of alphabets, numbers, symbols or punctuation marks. When a command is entered, the computer's hardware converts it into an understandable sequence of 0s and 1s, but it is made into a programming language that is easy for humans to understand. Such letters or numbers are called codes. So, in
the sense of writing code, programming is called “coding”.


What can you do with programming?

1. Programming to improve problem solving

It is said that Microsoft's Bill Gates, who is essential in the history of the modern IT field, Mark Zuckerberg, who

created Facebook, and Larry Page, who founded Google, all started programming from an early age. The thing to think about is that the managers of this big company have never taken business classes. The CEO of a company is a position that requires a variety of business skills.

I put a lot of effort into developing these skills. But how did they
succeed in creating a large company without even taking business classes? Their commonality lies in programming.

People think that programming influenced the abilities of these CEOs. There are a number of reasons, but it's because programming improves your logical reasoning skills. Several studies have shown that computer programming helps us improve our logical reasoning ability.

In addition, when we try to solve a problem with a programming language, we simplify the problem through abstraction and make it in a form that is easy to solve, and we design the algorithm according to the procedure and method. When the designed algorithm is expressed in a programming language, the computer can interpret the language and solve it
automatically. Programming like this improves logical thinking, planning and analysis skills, and problem solving skills.


2. Turn your ideas into reality

Even if you have a good idea, it's useless if you can't find a tool or a way to make it a reality. If you can program, you can implement simulations of your ideas, review them, and share opinions with others. Code is a great
stuff to turn our ideas into reality. For example, in the past, you had to wait at the bus stop because you didn't know the bus arrival time, but nowadays, you can check the bus arrival time anywhere and move to the bus stop according to the arrival time by receiving the location of the bus. In old days, people felt uncomfortable in their daily lives. Thus, by creating software that collects and delivers bus information and traffic information, many people can now live a convenient life.

In other words, programming is a creative activity that allows you to express your thoughts. Programmers sometimes develop software that people can use conveniently, solve various problems, and create and provide game software, computer graphics, and websites.


3. Programming that anyone can do

In the early days when computers first appeared, only scientists and technicians could use them. However, as programming languages were created to make computers easier to manipulate, in recent years, even elementary school students and non-majors can easily learn programming languages. In countries around the world that have become aware of the infinite possibilities of programming, both men and women, young and old, participate in various educational courses to learn programming.

Programming is not just done by developers, anyone can do it if they are interested.

 

How to make software?

Suppose we are building a house. Plan to build a house, make a blueprint, and build a house using materials. And after all the houses are built, they check to see if they are built properly. If a problem is found, it will be
repaired again.

The same goes for software. In front of a problem situation, think of a way to solve the problem and write code that expresses it. Prepare what materials to use, in what order, and in what way. And express this in a programming language. When programming is finished, we test and debug to find out if anything is wrong.

Since machines cannot think flexibly like humans, they must give commands accurately and logically. We need to think like a computer in the language of the computer in order for us to give the computer appropriate commands. The ability to think in this way is called 'computational thinking ability'. Computational thinking ability refers to the ability to think efficiently to solve problems based on the basic concepts and principles of computing. In other words, understanding the way computers solve problems and applying them to real-world problem solving is computational thinking.

 

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How can a computer be run with software?

Today's computers differ in appearance, size, and performance, but the basic structure is almost the same. It follows the structure of a computer described in "EDVAC," a paper published by genius scientist John von Neumann in 1945. In this paper, von Neumann first defined the structure of a modern computer consisting of an input/output device that receives and exports data from the outside, a memory device that stores data and commands, and a central processing unit in charge of processing data.

Such a computer that embeds instructions in the memory device is called a program-embedded computer. Computers with built-in programs were introduced in von Neumann's thesis, so they became known under the name of "Von Neumann Structure."

Let's compare the von Neumann architecture with the computer we are using. Keyboard and mouse correspond to input devices, monitor and printer correspond to output devices. The Intel i7 quad-core chip is the central processing unit, and the DDR3 DRAM is the storage unit. Tablets and smartphones also follow this structure.


1. Central processing unit

The central processing unit, or CPU, is the most important device in a computer. All computations performed by computers are done by the CPU. There are two main types of CPU. It is an arithmetic and logic device that performs arithmetic operations such as addition, subtraction, multiplication, and division, and logical operations dealing with true and false, and a control device that fetches or decodes a given command, transfers data, or directs the execution contents.

The control device and arithmetic logic device repeat the following process.

1. First, the control unit fetches commands from memory.
2. The control device decodes the imported command.
3. The control device transfers the data to the arithmetic logic device according to the decoded command and instructs what operation to perform.
4. The arithmetic logic device performs calculations as directed by the control device.
5. Then, the result is saved back to the memory device.


2. Memory

The storage device serves to store commands along with data. The larger the memory capacity, the more data and instructions can be stored, and the faster the memory operates, the faster the CPU can exchange data and instructions. The computer's memory is organized into three layers. There is the cache memory closest to the CPU, and below the cache memory is the main memory, which is usually made up of RAM. And there is an auxiliary memory device that is farthest from the CPU. Hard disks were the most popular auxiliary memory devices, but as memory technology advances, flash memory and SSDs are often used as auxiliary storage devices.

3. I/O device

The input/output device is the way the computer communicates with the outside world. Starting with a keyboard or mouse, a touch screen, a microphone, a game pad, and a motion recognition device are all used as input devices. Also, monitors, printers, speakers, and beam projectors are all output devices. These input/output devices exchange information with the central processing unit and storage device through the “I/O BUS”.


What are some programming languages?

In the world we live in, there are various languages such as English, German, and French. We use these different languages to communicate and live with people from other countries. That is, language serves as a medium connecting various cultures. So, how do you talk to your computer or give orders? That is, we need languages that humans and
computers can communicate and understand. That is the programming language. Working in a programming language is like learning a foreign language. There are many kinds of these programming languages. Programming languages are divided in various ways depending on the stage of development or execution method, and there are machine language with binary numbers of 0 and 1, assembly language that uses characters instead of binary numbers, Python, C, and Java.

Assembly language is the conversion of complex machine language instructions into symbols or words that humans can understand. For example, a machine instruction such as '01001100 00001000 10000001 10010000' is expressed as 'MOV' in assembly language. Of course, computers don't understand 'MOV' right away. This is because the computer only understands 0s and 1s. So this assembly language is translated into a computer understandable through a translation process called compilation. A programmer writes code in assembly language and then runs it with a 'compiler'. This executable file is a program. On the other hand, the interpreter interprets and executes machine language in real time. The interpreter method is faster than the compilation method because it can be executed immediately if an error is found and corrected. 'Python', which we will now study, is also an interpreter-style programming language.

 

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Discover Python

Python is a programming language released by Guido van Rossum in 1991. The name python was derived from the British comedy group ‘Monty Python`s Flying Circus’, which was aired on BBC TV at the time, and the logo was made with the motif of ‘python,’ meaning the English word python.

 

1. Advantages of Python

1) Simple grammar and easy to learn.

First of all, the grammar is simple. Well-known programming languages such as C language often feel difficult because the syntax is complex. However, because Python has a simple grammar, it can be easily used by ordinary people as well as experts. While it is easy to use, it has strengths in numerical processing, such as being able to handle infinite
integers as long as memory allows, and it is more productive than other languages, and its ability to combine with codes written in other languages is excellent, so it is widely used in various specialized fields.

2) It is open source and provides various libraries.

Since Python is open source, anyone can download and use it for free. In addition, programs made in other languages can be included in Python programs, providing various and powerful libraries. Python is very productive on its own, but with the help of other libraries, coding time can be significantly reduced.

3) Since many people use it, it can be used in a wide variety of fields.
It can be used in various fields such as web server, IOT, machine learning and deep learning, and applications.

4) It can be used in the same way in most operating systems (Windows, Mac, Linux). For other programming languages, the operating system is often limited. And even if it can be used in several operating systems, the usage method may be slightly different. However, Python can be used in the same way on all operating systems.

 

2. Disadvantages of Python

1) The speed is slow.

Python is about 10 to 350 times slower than the C language that has been widely used. Most programming languages are inversely proportional to the features of 'easy to use' and 'fast'. Python is slow instead of easy to use, and C language is fast instead of difficult. Therefore, it is difficult to create an operating system such as DOS or Linux, a program that requires a large number of repetitions and operations, or a data compression algorithm development program with Python. In other words, it is not suitable for programs that require direct control of high speed or hardware. However, recently, computer performance has improved, so you cannot feel the difference in speed unless a program that requires a lot of computations such as games.

2) Mobile programming is difficult.

Python is Google's favorite language, but it is still difficult to develop Android apps with Python. Android supports Python programs to run, but it is still not enough to make apps with this alone. IPhone app development is also not appropriate for Python.

 

3. Code editor

Because Python code is also a kind of document, you need a text editor that can enter, edit, and save code like 'MS Word'. Document editing programs that can edit code include IDLE, a program installed by default when Python is installed, 'Notepad', 'VI Editor(Linux)', 'Sublime Text Atom', and 'PyCharm (Python-dedicated development tool). There are other various types such as, 'Visual Studio Code', etc. These can be selected according to the user's convenience.

Coding Boot Camps Offer Opportunity, But Not Always Transparency

August 03, 2020

Coding training camps normally cost a great many dollars and take a couple of months to finish. As a byproduct of that put away cash and time, they guarantee to plan members for hot employments in information science, cybersecurity and programming improvement – one of the occupations predicated to have the most new position openings and most elevated development rate by 2026, as indicated by the Bureau of Labor Statistics.

In excess of 100 coding training camps worked in the U.S. What's more, Canada in 2018, as per the online registry Course Report. However just a short time after these projects multiplied, some have just covered. Those that remain get blended surveys from specialists.

A couple have confronted investigation from government organizations for making bogus cases, and some significant innovation managers have communicated questions about how arranged alumni are for top-level occupations.

However a few universities have as of late marked arrangements to offer semi-autonomous training camps notwithstanding their conventional courses. Also, endeavors are in progress to make training camp result announcing more straightforward and normalized.

Here are the key realities understudies and laborers ought to consider about coding training camps before joining, utilizing as models four mainstream organizations: Flatiron School, General Assembly, Thinkful and Trilogy.

Universities might be subsidiary yet not effectively included.

Coding training camps might be directed altogether or halfway on the web or totally face to face. Some are full time, others low maintenance. Most are controlled by private, free organizations, some of which work with college subsidiaries.

Set of three's projects fall into the last classification. The organization has created training camps for around 40 universities, which regularly market them to graduated class. These projects don't give school credit yet offer alumni authentications that bear the college's image.

That brand doesn't really mean school educators are intensely engaged with guidance, notwithstanding. College pioneers affirm of Trilogy program educational plans, and afterward the courses are instructed by industry experts.

They're not a swap for school – but rather might be an option in contrast to a graduate degree.

The significant expense of school has incited a few teachers, understudy promoters and policymakers to call for elective pathways to lucrative vocations, for example, extended apprenticeship programs.

In principle, coding training camps could likewise fill in as school substitutes for youthful secondary school graduates hoping to work in the tech part. In any case, that is not how members have utilized them up until now. Rather, a great many people who pursue training camps have just earned four year certifications. For instance, just about 30% of Trilogy members don't have four year certifications. At Flatiron, that number is 15%.

"By far most of our understudies have higher educations, normally in human sciences," says Tom Ogletree, head of social effect at General Assembly, another training camp supplier. The majority of them are working grown-ups hoping to "arm themselves with another advanced expertise or move into a tech field."

Undoubtedly, the normal age of a Flatiron nearby understudy is 30. The normal age of a Trilogy understudy is 32, and the middle age is 26.

With their quick pace and expert center, the training camp experience is very not quite the same as that offered by four-to-six-year private undergrad programs intended to give a comprehensive instruction.

"We won't show individuals fundamental abilities and development," says Trilogy CEO Dan Sommer.

So instead of calculating to supplant school, coding training camps represent a more genuine test to graduate schools by giving an alluring option in contrast to grown-ups hoping to proceed with their instructions.

They're not for all out fledglings.

Coding training camps are particular about who can take an interest. They may utilize rationale tests, individual meetings and coding difficulties, which may require some earlier information on a script like JavaScript or Ruby, to screen for solid expected applicants.

They're not modest …

Training camps take less time than conventional advanced education programs – however not less cash. Their educational cost costs rival those of a year – or two – at some open universities. Also, understudies can't utilize government monetary guide to pay for them.Examples of coding training camp educational cost costs include:

$9,500 for Thinkful's full stack flex program and $16,000 for Thinkful's architect inundation program.

$10,000 to $13,000 for Trilogy's projects.

$13,950 to $15,950 for General Assembly's full-time programs.

$17,000 for Flatiron's nearby Manhattan program; $15,000 at different grounds. Online program costs go from $8,500 to $14,000.

Laborers who are keen on training camps yet scoff at the expense might be in karma. As organizations consider approaches to "upskill" their laborers, some are peering toward training camp projects. For instance, Trilogy has made unique projects for organizations like General Electric (at Georgia Tech) and TEKSystems (at Southern Methodist University).

… however they make intense guarantees about result.

Training camp pioneers legitimize their significant expenses by promising to put members on a most optimized plan of attack to lucrative, popular employments. Notwithstanding abilities preparing, numerous likewise give profession administrations, instructing and associations with bosses.

Some training camps offer unconditional promises if graduates don't find rewarding employments inside a set timeframe. Others signal their promise to understudy accomplishment by settling on salary share understanding financing alternatives accessible to share the hazard related with high educational cost costs. (ISAs likewise make it workable for individuals who can't bear to pay using cash on hand, or who need to evade private credits, to take an interest.)

Just some offer their result information.

Before choosing a training camp program and joining, purchasers should explore whether result information is accessible and make sense of what it uncovers with respect to work arrangement and ordinary pay rates.

Sommer proposes utilizing a doubtful eye while assessing the result information training camps distribute to advance their projects, in light of the fact that "there's no custom about how those numbers are determined." (Note, nonetheless, that Trilogy doesn't unveil its accumulated result information.)

Michael Horn, boss procedure official at training contributing and counseling firm Entangled Group, concurs: "The potential for cheating and irreconcilable circumstances is a genuine concern."

For instance, in 2016, the California Bureau for Private Postsecondary Education requested that Coding House training camp compensation a fine and close down, to a limited extent since it made bogus results proclamations. In 2017, an examination by the New York Attorney General found that Flatiron School "made expanded cases on its site concerning the level of its alumni who got work in the wake of finishing their courses and the normal pay rates of their alumni." accordingly, the organization needed to pay $375,000 in compensation to qualified alumni.

Numerous states require coding training camps to have licenses so as to work, yet that doesn't mean their quality has been certify by autonomous organizations. Some training camps have intentionally presented their information to the Council on Integrity in Results Reporting, a charitable that expects to forestall tricky advertising rehearses in instruction and normalize result estimation. Look at its reports here.

On the off chance that a training camp program doesn't distribute result information or offer it with CIRR yet offers a salary share understanding installment choice, "that is another quality check" that "shields you from not getting your ideal result," Horn says.

Most members are men – simply like in customary software engineering preparing programs.

Ladies are dwarfed in software engineering training projects and callings. Up until now, they appear to be in training camps, as well.

Ladies gain the greater part of four-year higher educations however under 20% of four year college educations in software engineering, as per the National Science Foundation 2016 Science and Engineering Indicators report. They earned about a fourth of software engineering graduate degrees and almost a fifth of software engineering doctoral degrees in 2013.

Contrast that and these training camp models, where ladies make up:

33% of Thinkful's full stack understudies.

21% of Thinkful's designing inundation understudies.

Roughly 30% of Trilogy understudies.

33% of General Assembly's understudies who give that data (21% haven't).

Flatiron doesn't gather sex information on members, as per a representative.

To address this difference, some training camps offer grants explicitly for ladies. Furthermore, the Grace Hopper Program, a training camp named for a spearheading software engineer, is open just to ladies.

Key Coding Boot Camp Facts:

Schools might be associated however not effectively included.

They're not a trade for school – but rather might be an option in contrast to a graduate degree.

They're not for absolute apprentices.

They're not modest.

They make strong guarantees about result.

Just some offer result information.

Most members are men.

These 15 Jobs Will Be In High Demand Over The Next 5 Years - Some With Salaries Topping $80,000

August 03, 2020

The U.S. Economy endured a significant hit during the coronavirus pandemic, with countless individuals petitioning for joblessness through the span of only a while.

Starting in May and as states resumed economies, employments in areas like accommodation started to open back up. In June alone, the same number of as 4.8 million occupations were added to the work market.

For individuals looking for an occupation or new vocation way out and out, profession site Indeed made top notch of 15 sought after employments that it says have "the most foreseen development rates for the following five years."

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Here are the most popular employments, including normal pay rates and capability prerequisites.

1. Home wellbeing assistant 2. Nursing associate

Nursing aides work under enlisted attendants in clinical offices like clinics and nursing homes. Their obligations incorporate taking patients' crucial signs, helping patients with individual cleanliness, serving food, and keeping up a record of patients' wellbeing.

Nursing collaborators must be affirmed in their state to rehearse.

Normal compensation: $28,454 every year

A medical caretaker wearing defensive riggings is seen at Lenval pediatric clinic in Nice, France, March 5, 2020.

Eric Gaillard | Reuters

3. Development laborer

Development laborers clear building destinations, assembled framework for structures, work hardware that conveys building materials, and help a particular art laborers with their obligations on the site.

Note that a few employments in development may require related knowledge through an exchange school or apprenticeship.

Normal pay: $31,616 every year

4. Exercise based recuperation associate

Exercise based recuperation assistants help physical specialists by helping with patients during arrangements, setting up hardware for forthcoming arrangements, and taking on authoritative obligations like picking up the telephone.

Normal compensation: $33,238 every year

5. Clinical technologist

Clinical technologists work clinical hardware used to examine organic liquids like blood and pee. They gather tests, report on the aftereffects of tests done on the organic liquids, and work with clinical specialists to decide determination of the outcomes.

Positions ordinarily require a four year certification in either clinical innovation or clinical research facility science to qualify.

Normal compensation: $56,368 every year

6. Truck driver

Truck drivers transport products here and there: for instance, from stockrooms to retail locations. They're regularly entrusted with driving significant distances and stacking and emptying freight.

Normal compensation: $57,616 every year

An UPS driver pushes a heap of bundles from his truck to a structure in downtown Los Angeles, California, July 22, 2019.

Mike Blake | Reuters

7. Activities research examiner

Activities research examiners gather information about tasks in a given organization. They address staff to recognize issues in work process, devise answers for the issues utilizing factual reproductions, and at last prompt upper administration about the best strategy for the organization and its yield.

These positions commonly require a four year education in science certificate in activities research, insights, arithmetic, or other related fields. A few employments may likewise require aptitude with measurements programming.

Normal pay: $61,457 every year

8. Monetary consultant

Monetary consultants assist people with dealing with their own accounts. That may incorporate getting ready for short-and long haul objectives, exploring obligation reimbursement, and choosing ventures. Consultants can bring in their cash in an assortment of ways, from winning commissions to charging for their time.

Money related counselors who sell certain items or deal with customers' speculations may need to get certain licenses.

Normal pay: $66,083 every year

9. Wellbeing administrations director

A wellbeing administrations director is liable for the different activities of a clinic or other wellbeing related association. Those incorporate requesting and keeping up a record of provisions, making plans for workers, and refreshing faculty about any arrangement changes.

Wellbeing administrations overseer positions require a four year college education in human services organization, business organization, or another related field.

Normal pay: $70,147 every year

10. Enlisted nurture

Enlisted attendants regulate patients' medication and therapies, show patients and their families how to oversee sicknesses and wounds, perform tests and dissect results, and record patients' clinical chronicles and indications, among different assignments.

Enlisted nurture employments require an unhitched male's or partner's degree in nursing, just as a nursing permit.

Normal compensation: $70,366 every year

11. Web engineer

Web engineers construct customer sites utilizing coding dialects like HTML and JavaScript, make the site content, and keep up the sites they've assembled including fixing any client issues.

Contingent upon the activity, a candidate might be needed to have a single man's or partner's degree in web advancement, website architecture, programming, or another applicable field.

Normal pay: $72,040 every year

12. Physical specialist

Physical specialists assist individuals with improving portability and oversee torment after a physical issue through exercise, extending, and the utilization of different gear.

Physical advisors need a Doctor of Physical Therapy degree, and all states require physical specialists to be authorized.

Normal compensation: $74,672 every year

13. Data security examiner

Data security examiners protect PC frameworks by checking for possible breaks and executing the utilization of security foundation in a given organization.

Data security expert occupations require a four year college education in software engineering or programming, just as information on security devices and projects.

Normal pay: $81,555 every year

14. Analyst

Analysts accumulate and investigate information about a given field —, for example, horticulture or wellbeing. They utilize their math and factual abilities to estimate about future situations and tackle issues in those fields.

Analyst positions require a graduate degree in science, insights, or study approach.

Normal compensation: $83,291 every year

15. Programming engineer

Programming engineers make programming to address clients' issues. They structure PC programs and cell phone applications, screen their frameworks' productivity, and make any updates important to guarantee the tech runs easily.

Programming designers employments require a four year college education in software engineering, programming building, or different fields.

Normal pay: $105,090 every year

 

CodingJobBoard.com brings new computer programming talents to major companies

March 07, 2016

We are happy to announce that our website is ready to jump start its journey.

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Here, you will find all computer programming jobs for USA, UK, Canada, Australia, and rest of the countries.

Even more, you can find remote programming jobs.

The computer languages for these programming jobs are as follows:

  • Python
  • Java
  • C/C++
  • JavaScript/TypeScript
  • PHP
  • C#
  • GO
  • R
  • Swift
  • Ruby
  • Scala
  • Kotlin

and Other computer programming languages 

 

 

 

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