Artificial intelligence lesson – introduction of 7 popular and powerful languages in the field of artificial intelligence
Artificial intelligence lesson – introduction
The artificial intelligence course can be considered one of the most important courses in technical fields, including computer science, computer engineering, and information technology engineering. Today, with the increasing progress of science and the emergence of technologies such as machine learning technology, artificial intelligence, etc., it can be said that the course of artificial intelligence is recognized as an important course not only in Iran but also in the world. On the other hand, the course on artificial intelligence can be considered as one of the most basic courses taught in the field of artificial intelligence. In the rest of this article, along with a brief introduction to artificial intelligence and its applications, we introduce 7 programming languages that you can use to work with artificial intelligence.
As mentioned, the artificial intelligence course is one of the basic courses of university education and it is taught to undergraduate students in computer science. Due to its prerequisites, this course is usually taught in the final years of students’ studies. For example, one of the most important courses that students take before learning artificial intelligence can be differential and linear algebra courses and other applied mathematical topics and algorithm design and data structure. On the other hand, the course in artificial intelligence can be considered as one of the specialized resources that students must master to participate in the master’s entrance exam in the field of artificial intelligence and computer science.
If you intend to prepare training in the field of artificial intelligence, we suggest you get the extracurricular artificial intelligence training series. Since the lessons of this educational series are taught by the most experienced teachers active in the field of artificial intelligence, it can help you to master this emerging and widely used science.
What is artificial intelligence?
Today, you can hardly find anyone who is not aware of Artificial Intelligence or AI. As can be seen from the concept of this word, artificial intelligence is closely related to human intelligence, and in fact, artificial intelligence is created by imitating human intelligence. Human intelligence distinguishes him from other creatures, and considering the wide dimensions of human understanding and intelligence, the construction of artificial intelligence is complex, with the development of human science, the sciences related to artificial intelligence are updated every day. The development and evolution of artificial intelligence is done with the help of artificial intelligence programming.
Artificial intelligence has a special attitude to the two concepts of thinking like a human and acting like a human, but this definition has gradually lost its color in new technologies, and maybe in the not-so-distant future the concept of thinking higher than a human and Let’s get above human action. Programming is used to equip systems and machines with artificial intelligence technology, and in the rest of this post, we will introduce the most popular artificial intelligence programming languages.
Today, after years, people have finally come to understand that artificial intelligence is no longer as scary as it is shown in Hollywood movies;
On the contrary, artificial intelligence allows humans to solve their problems immediately and set ambitious goals. Artificial intelligence programming is indeed complex and powerful, but it is clear that using the latest technology is not a luxury, but a necessity, of course, for those who want to stay up-to-date and progress in the field of working with technology.
To use artificial intelligence, first of all, one should have a correct understanding of its theories and then implement it using programming languages. Fortunately, there are various internal and external resources on the Internet for artificial intelligence training, but you can get the best training from Faradars, the largest and most reliable educational platform in the country.
artificial intelligence lesson
The concept of artificial intelligence is closely related to data science, that is, by using the work that we humans do with the information and data around us, or make a decision, in artificial intelligence, from the available information and data, reasoning and Logics are extracted to finally take action or make a decision. Artificial intelligence is created by simulating human actions and behaviors.
In this article, we will not talk about the types of applications or the history of artificial intelligence and we will go directly to the main topic of artificial intelligence programming languages and artificial intelligence lessons. Various programming languages have been designed and created for artificial intelligence, but here we introduce 7 popular and powerful languages for artificial intelligence programming with a comprehensive view and experience.
Lisp programming language
Lisp is one of the oldest programming languages and is considered the ancestor of several artificial intelligence programming languages. The term artificial intelligence was coined after the invention of Lisp by John McCarthy in 1950. It was a foundational language at the time and promoted artificial intelligence programming as a practical tool for machine learning. However, today Lisp is not used as an artificial intelligence language. The bottom line is that many of the core features that made Lisp so attractive for AI programming have migrated to other languages, making them a much better choice for machine learning and AI coding.
Lisp currently lacks libraries and has a rather strange syntax. In addition, special software and hardware settings are required to work with it. The AI community gives Lisp a fair amount of credit in terms of efficiency and usability because it is the origin of AI programming languages, but the reality is that this language lags behind other AI programming languages.
Prolog programming language
Prolog stands for Programming in logic. This programming language for artificial intelligence was created in 1960 and it is different from other popular languages in artificial intelligence programming today. As it is clear in the description of this language, Prolog is a logical language, unlike the classical languages of artificial intelligence. This language works with several main mechanisms such as pattern matching and backtracking. The main field of use of Prolog is NLP natural language processing. For example, the first chatbot ever created (ELIZA) was developed using Prolog; Also, Prolog is used in the fields of research and education for expert systems and in some cases machine learning. The Prolog language is part of the academic curriculum for many artificial intelligence courses.
R programming language
R is one of the emerging programming languages that has gained popularity thanks to the specific tasks it can perform well. The R language is the first choice for software that uses a lot of statistical data. R packages allow the use of machine learning, data mining, and other advanced data analysis tools. R’s functionality isn’t exactly intended for general-purpose use. What R is good for is statistical software. Probably no other AI language can be as efficient as R in this field.
Matlab programming language
MATLAB programming language, which is an artificial intelligence course, is used to perform numerical calculations and is a fourth-generation programming language. The word MATLAB also means numerical computing environment. This language is matrix-oriented and sees data in the form of a matrix. MATLAB programming language is one of the high-level and object-oriented languages, and unlike most other languages, it is not open source and free.
MATLAB is used in the field of artificial intelligence programming and contains various toolboxes for coding artificial intelligence problems, including machine learning, neural networks, data mining, deep learning, etc. Most research and academic results are programmed using this language. MATLAB training is easy and has a simple syntax. MATLAB programming language codes can easily be integrated with other languages such as Java and C++ using the API and used in any context. This programming language is perfect for implementing research ideas in artificial intelligence.
C++ programming language
C++ programming language has the title of the fastest programming language and is the mother of programming languages; For this reason, it is often used for video game programming, desktop applications, and search engine development. For example, Google Chrome is based on C++. This artificial intelligence programming language is primarily a tool for creating complex products such as banking software, cloud systems, e-learning software, and enterprise software.
As for artificial intelligence programming, C++ has libraries for machine learning and neural networks that make it easy to quickly execute complex algorithms. In general, many developers prefer this AI language to build applications that require high productivity. When deciding on the best AI programming language, C++ should be considered a high-potential option because its fast execution is a huge advantage for coding.
Java programming language Java
is one of the most popular programming languages, and when we think of artificial intelligence languages, Java is certainly on the list of good ones. Java fans mainly use the Java Virtual Machine (JVM) technology, which makes the AI language easy to implement on different operating systems. Among the notable advantages of Java are its user-friendliness, fast debugging, and the ability to produce beautiful graphics.
Java is Open Source and is supported by several libraries, including the Java machine learning library, which is suitable not only for machine learning algorithms but also for projects related to robot systems, sensors, processing Natural languages, and neural networks implying that it is also suitable.
Java is one of the pioneers of the best language for machine learning and artificial intelligence programming. This language is mostly used for large projects because its simplified network is useful for supporting large software infrastructures.
Python programming language
One of the leading AI programming languages is Python. Python is widely used in all applications and is favored by employers and programmers due to its simplicity, flexibility, and scalability. Python is open source, meaning it is available for any modifications that developers deem necessary. This artificial intelligence programming language is constantly evolving and its syntax is easy.
There are many ready-to-use libraries in the Python programming language that help speed up artificial intelligence programming. for example:
- TensorFlow library for machine learning and working with datasets
- scikit library for training machine learning models
- PyTorch library for natural language processing and machine vision
- And many other libraries…
The existence of these libraries is a major advantage that can help speed up development and save time and money for programmers and employers. Also, Python is platform-independent and combines well with other AI programming languages.
Regardless of the nature or size of the project, Python is a strong choice for AI programming that can easily work with small scripts and easily support enterprise applications. It’s hard to name the best programming language for AI, but Python is pretty close.
Conclusion
Of course, choosing a programming language in the course of artificial intelligence is often a matter of taste and is dependent on the situation, but you must have already realized the potential of artificial intelligence and the opportunities it can bring to you. In this post, we tried to introduce the best programming languages for artificial intelligence while introducing the artificial intelligence course; But the truth is that it is difficult to say which is the best artificial intelligence programming language.
Choosing a programming language for artificial intelligence always depends on many important factors, and reviewing the advantages and disadvantages of each programming language will be effective in your choice. Of course, another important issue is the use of basic and standard training to learn the concepts of artificial intelligence and programming languages in the field of artificial intelligence. For this reason, we provide you with valuable extracurricular training as the largest educational platform in the country, which provides many trainings in the field of artificial intelligence. We introduced programming in the field of artificial intelligence and the concepts in it and university education. We hope that the presented material was useful for you dear ones.
