Artificial Intelligence Programmer

To become an artificial intelligence programmer, you should have a strong background in computer science and programming, with a focus on artificial intelligence (AI) programs and methods. You should consider attending a college or university with a computer program, especially those that can provide a wealth of programming experience. Once you have obtained a bachelor's degree, continuing education, with special attention to AI programming, but not always necessary. You can now search for jobs in the private sector as a programmer or the application of artificial intelligence in a college or university.

If you want to be a developer of artificial intelligence in general, you should start to consider what type of education they want. Like other software developers, many who work in artificial intelligence has extensive teaching experience in programming and software. While you may be able to get a lot of knowledge from research and personal study outside of a college or university, it is often easier to learn what you need to know in a classroom environment. They may also find it easier to enter the field with a degree of truth, not only their own training or practice.

A bachelor's degree may be sufficient in some circles, but must take into account a candidate. This type of training can focus more on AI programming, in particular, rather than general courses in programming and software that is usually part of a bachelor. These courses can be exposed to new ideas and methods used effectively in the development of artificial intelligence software. You should also consider doing a PhD, if you are interested in working as a teacher.

Once you have the necessary training to become a developer of artificial intelligence, then you can start looking for opportunities as a programmer. You should look for software that works in different AI systems and hardware developers and software devices may require firmware artificial intelligence. There are also opportunities in other areas, such as the development of video games, which uses AI to create smarter. If you are interested in finding research opportunities, so you might want to consider teaching at a college or university that allows you to search the development of artificial intelligence systems and educate other computer and programming.

What is Software programmers

Software Programmers are the people that use programming languages ​​to write scripts and codes that are required to run the software. There are several ways to become a software developer, depending on the programming station that some want. It may be a software programmer to go to school or technical college completion of a learning experience or software.

Most universities offer programs to prepare students for a career in software programming. If you want to become a computer programmer, it would be useful to get a degree in engineering, mathematics or computer science. Some universities also offer associate degrees and certificates in software programming teams. If you do not want to go to college, start a career in programming a degree or certificate from a technical school.

Another way to be a software programmer is software complete training under an experienced professional. In practice, you will learn the basics of programming languages ​​and advanced programming techniques. Learning typically involves more practical training and real life experience of formal training programs do. Some people end their education after high school, and others can get a certification or a degree before starting to learn.

Some people become software developers eventually learn from their experiences. You can start as a programmer for a hobby, or you can get entry-level jobs for writing code. Developers who choose to build their skills in this way, you can read information publications to further increase their knowledge base. They can also take courses in programming or software tutorials that do not lead to degrees. Although it is possible for you to become a software programmer with this method, some companies do not hire a programmer who has no training.

Following the acquisition of a software programmer, you can find a job where computers are used, including schools, hospitals, government agencies and banks. You can also get a job as a software development and consulting, or you can choose to start your own business planning. Although these activities depend on the needs of your company, most tasks are software programmers in the development, preparation of manuals for the programs they create, test and repair of software and the creation of software updates. The salary of a software varies considerably depending on their training, skills, location, and years of experience.

More about Hardware, Computer, Operating Systems and Software,

What many people think that the computer can be divided into two parts. The first part, the hardware of the computer, are all known physical work teams. The second part of the software, hardware what to do and how. If I had to think of a computer as a living being, the material body that does things like seeing their eyes, lifting and fill your lungs with air, the software would be the mind, interpreting eye image, the arm to pick up objects, and forces the body to fill the lungs with air.

Operating Systems - software that coordinates the system resources and lets you run other programs. Some examples are Windows Vista, Mac OS X and Linux.

Hardware as part of a machine, can not understand two basic concepts: on and off. The concept is called within and outside the field. The software has been developed to make the binary a useful way to tell the computer what to do. Translates concepts and information that people can understand something that really can be done on the computer.

Computer software is usually created by programmers using a programming language. The programmer writes commands in programming language similar to what someone can use in everyday speech. These commands are called source code. Another program called a compiler is used in the source code, change the commands in a language that the computer can understand. The result is a computer-executable program, which is another name for the software.

The software is divided into two major categories of software and system software. The system software is software that allows the hardware to run correctly. Software are programs that allow users to do more than the use of the equipment. Some experts also a third category, the programming software, but others use these programs from one of the above categories.

Some types of software:

Computer Games - a type of entertainment software that has many types. Some of these families are MMO (Massive Multiplayer Online Games), first-person shooter games, action, adventure and RPG.

Driver software - programs that allow your computer to interact with other hardware devices, such as printers, scanners and video.

Educational software - programs and games that teach or give exercises to help you remember the facts. Educational software is varied, and you can learn everything from computer-related activities as input an object of the chemistry of higher education.

Media Player and Media Development Software - software designed to read and / or modification of digital media files such as music and video.

Productivity Software - an old term that refers to any program that allows users to be more productive in a business sense. Word processing, management tools database and presentation software falls into this category.

IQueryable and IEnumerable

IEnumerable helps to iterate in the collection or list objects as well known.

IQueryable is an interface and also has extension methods one among which is "AsEnumerable".
"AsEnumerable" method returns IEnumerable object.

IQueryable holds expression and return element type beside IEnumerable.

While calling "AsEnumerable" extension method, the expression is evaluated and the result can be enumerable.

So while calling extension methods after "AsEnumerable", they work on the final collection or list (In Memory).

Where as while calling extension methods of "IQueryable", they work on ahead before getting the list.
This could be the case while working on remote data object or database, it would help to apply where or order by clauses ahead on the data using extension methods before getting in memory list (IEnumerable).

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Producer-Consumer Problem using TPL and Blocking Collection

.NET 4.0 frameworks, has introduced TPL (Task Parallel Library) that has several advantages in achieving concurrency. Also there are thread safe collections like “ConcurrentQueue”, “BlockingCollection”, “ConcurrentDictionary”, “ConcurrentBag”, etc….

Producer would broadcast the data maybe which should be thread safe, in case if there are multiple producers who post the data.

Consumer reads the data published may be via queue.

At a point of time consumers should know or signaled saying the posting of data is completed by the producers or source.

Below example is considering there are 3 producers (3 tasks) adding numbers from 1 to 100 to queue in parallel.

At the same time, there are 2 consumers (2 tasks) reading numbers from the queue.

So adding and reading happens parallel using 5 tasks (3 for adding, 2 for reading). However when adding is completed, reading tasks should be signaled and that helps consumers to quit from reading data.

For this we use “BlockingCollection”, which is a new thread safe collection class in .NET 4.0.

Enumerator from BlockingCollection, has a feature to pop the item from the collection. Which mean, when we iterate using enumerator of blocking collection, it not only reads the item but also removes the item which is read from the collection. Also it tries to pop the items until it is signaled (calling “CompleteAdding” method).

    class Program

    {

        static void Main(string[] args)

        {

            try

            {

  var queue = newBlockingCollection<int>();

                var producers = Enumerable.Range(1, 3)

                    .Select(_ => Task.Factory.StartNew(

                        () =>

                        {

                            Enumerable.Range(1, 100)

                                .ToList()

                                .ForEach((i) =>

                            {

                                queue.Add(i);

                                Thread.Sleep(100);

                            });

                        }

                        ))

                        .ToArray();

                var consumers = Enumerable.Range(1, 2)

                    .Select(_ => Task.Factory.StartNew(

                        () =>

                        {

                            foreach (var item in queue.GetConsumingEnumerable())

                            {

                                Console.WriteLine(item);

                            }

                        }

                        ))

                      .ToArray();

                Task.WaitAll(producers);

                queue.CompleteAdding();

                Task.WaitAll(consumers);

 Console.WriteLine("Done!");

            }

            catch (Exceptionexp)

            {

                Console.WriteLine("Error : " + exp.Message);

            }

            Console.Read();