Python is a high-level scripting language which emphasizes code readability allows control of one or more software applications. Basically, Python Web Development is used for backend, Data Analytics, Artificial Intelligence, and Data Science.
Many developers use Python to build productivity tools, games as it is easy to use, powerful, versatile, making it a great choice for beginners and experts. Its dynamically typed nature makes it flexible, includes no hard rules and forgiving error easily so the program can compile and run. It truly focuses on learning actual programming concepts and not syntax.
Webtunix is a leading Python Data Science Company working in the field of Machine Learning and Python application development. It is a platform where different projects related to data mining, Web Scraping, data analysis are performed in Python. Python has special libraries like sciPy for scientific and mathematical calculations and numPy for data framing. As a Machine learning as a service, we offering Image Processing Services and designs algorithm using Python to achieve maximum accuracy.
Our services include:
1. Web and Internet Development :
Web development is the concept that encompasses all the activities involved with websites and web applications. Python can be used to build server-side web applications. Webtunix AI team develops web applications based on Django and Flask framework.
2. Data mining :
Data mining is the computing process of discovering patterns in large datasets using various techniques like Machine Learning, Artificial Intelligence, Python web development, etc. Our team expertise in Web Scraping using Python interface, quite familiar with packages like Urllib, Beautiful Soup.
3. Data analysis :
Various packages like SciPy, Pandas, IPython, and software carpentry courses used for numerical analysis. Our developer’s team uses these packages for solving Data Mining and Data Analysis problems as well as building prediction system.
4. Text Analysis :
Webtunix is a Python Data Science Company that uses both directed and undirected procedures to examine text at the ruler, comprising tokenization, clustering, lemmatization, key phrase and entity extraction, classification, and rules-based tagging.
5. Deep Learning :
Deep learning is an area of Machine Learning algorithms having multiple layers for feature extraction and transformation, each successive layer uses the output from the previous layer as an input. Deep Learning includes learning of deep structured and unstructured representation of data and allows to build a solution optimized from algorithm to solve Machine Learning problems.
6. Pattern Recognition :
Pattern recognition primarily cares about the representation. It faces the challenge to deal with images of different sizes, orientations and illumination conditions, or with time signals of arbitrary length and varying offset. Pattern recognition includes preprocessing procedures to normalize observations, to deal with invariants and to define proper features and distance measures.
7. Natural Language Processing :
Natural Language Processing deals with a human to machine communication. NLP helps the computer systems to understand the human language and give a response. NLP makes the computer understand the human language by converting it to machine language. Webtunix is a Python Data Science Company that has provided solutions in the field of natural language processing by using Python as a programming language.
Our NLP applications make it possible for the computers to read texts, hear speeches interpret the tone and determine which parts are important in the speech. Human language is very complex for the computers to understand. Humans use different accents, tones, and languages. Also, humans make a lot of mistakes of grammar, punctuation, and pronunciation. Natural language Processing algorithms autonomously learn over time and correct the human mistakes.
Python for Artificial Intelligence and Machine Learning
Python is one of the most popular programming language these days. It is simple yet powerful OOPs based, high level interpreted programming language. Python is most popular in complex systems like artificial intelligence, machine learning and deep learning. Python is popular in artificial intelligence because of the following reasons:
Artificial intelligence deals with lot of algorithms. Python make the coding simpler and helps in better execution of the code. Python can implament same logic with 1/5 of code as compared to other programming languages. Python also helps in easy testing of the code.
Python has a lot of prebuilt libraries. These projects are fulfilling every need of the Artificial intelligence projects. Some of the famous libraries are Numpy for scientific computation, Pybrain for machine learning and Scipy for advanced computing. The vast variety of libraries saves a lot of time of the artificial intelligence developers.
Python is an open source library. It has a huge community that is willing to help the programmers in every stage of development. There are a lot of resources from where developers can get help and speedup the process of development.
Python is a platform-independent programming language. Python web development provides the flexibility to use API from the existing programming language which makes it extremely flexible to use. The same web application can run on a different operating system with a few changes. This saves time in testing and migrating the code from one environment to other enviorment.
One of the major advantage of Python is that it provides fleibility to the developers. Developers have the options to choose from OOPs approcah or scripting language approach. It is suitable for the backend and also for linking various datastructures together. It provide an option to check a majority of code in the editor itslf that save a lot of time of the developers.
Python has gained popularity over a short period of time. Python is being used by many top-notch websites and developers. New developers are also eager to learn this language. Python can smoothen the learning curve for new developers. The use of Python in artificial intelligence and machine learning has made Python more popular. Python as a flexible tool allows both teachings of traditional procedural programming and modern OOPs. It can be used to teach a large number of transferable skills and appears to be quicker to learn and in combination with its many libraries, this offers the possibility of more rapid development. Most importantly, its clean syntax offers increased understanding and enjoyment. Detail and complexity is hidden in python, hence making easy to use even by a non-programmer. Webtunix AI is Python Web Development company in India that develops AI and machine learning application for businesses.