What Makes Python A Compelling Programming Language For AI & ML

 The tech world already has the inkling on how Python has become a supporting companion to Machine Learning and Artificial Intelligence-based projects. Python Web Development Services bring simplicity, flexibility, a huge community, libraries, and platform independence to AI & ML projects. But let’s look at the benefits of Python elaborately. 

Implementing ML & AI algorithms mean that it is of utmost necessity to have a well-structured and well-tested environment. Developers usually shift to Python libraries and frameworks to minimize development time. The library here is the pre-written code that is available to developers to resolve programming issues & tasks. TensorFlow, Scikit-learn, NumPy, Pandas, Seaborn, SciPy, etc. are a few of Python libraries. These libraries are very much useful when it comes to data analysis and visualization, computer learning, natural language processing (NLP), etc. 

Python provides platform independence, which means a language or a framework permitting programmers to implement things on one machine and use the same on another machine with or without any changes.  Windows, macOS, and Linux support Python without any problem. 

Another reason for working with Python development services is that it can build standalone executable programs for the operating systems. Python software can be easily shared and used on those operating systems without bringing in any Python interpreter. Google, Amazon, and other graphics processing units are used by developers to fulfill their computing needs and to train machine learning models. 

If we look at the Stack overflow survey, it can be clearly seen that Python is among the top popular languages, thus making Python a necessary skill to learn. The libraries of python allow developers to distinguish patterns in the large set of data. The Python-AI community has also grown at large across the world. There are Python’s forums that are actively discussing the Python experience regarding machine learning and artificial intelligence. Thus, developers can easily find quick advice & help.

Hopefully, this helps in a better understanding of Python’s need for AI & ML projects. You can also read the related ‘Why Python Is Compatible With Artificial Intelligence & Machine Learning’ for further information. 

Get the right consultation and hire the best team of a Web Application Development Company to build a plausible solution. W3villa Technologies provides Python Web Development Services and has experience with building AI & ML projects. Get your free quote today!

Read More Blog : Python’s success: Assisting AI & Machine Learning

Original source: https://w3villa.wordpress.com/2020/09/23/what-makes-python-a-compelling-programming-language-for-ai-ml/

Why Python Is Compatible With Artificial Intelligence & Machine Learning

We have seen a major shift in Machine Learning (ML) and Artificial Intelligence (AI)-based projects, remember Mindar, the Japanese robot priest. As we thrive to build even better and successful miracles in the future, the future will only hold smarter recommendations, amazing personalized features, and advanced functionalities for AI & ML projects but with Python development services. Python is being highly recommended & used to build smart projects. Python can help in boosting user experience and can help create value across various industries. 

The applications today are learning to hear, see, and respond. Artificial Intelligence and Machine Learning are bringing the revolution that will see the dawn of superior advancement in everything we use. But how does Python prove to be the best programming language for AI & ML?

It is well known that AI projects are poles apart from traditional software projects, there is a difference in the technology stack, the skills required and then there is a need for deep research. Hence, arises a need for a programming language that can provide readily available tools, stability & flexibility to the Artificial Intelligence developers. 

Python does all of the above and it helps developers from development to deployment to maintenance boosting their productivity and giving them the confidence to strongly believe in what they are building. Python provides simplicity, consistency, and access to large libraries for AI-based projects and when it comes to Machine Learning, Python provides platform independence, flexibility, and a huge community. 

While Python provides readable and compact codes to write reliable systems, AI and ML work on complex algorithms and versatile workflows. This way developers can focus on solving the complexities of machine learning rather than focusing on the technical nuances of the language. 

Python is not a complicated language to learn and it's easy to build models with it. Python is really suitable for multiple users and collaborative implementations. Build prototypes faster as Python can solve a set of complex ML tasks. 

Python as technology has evolved in greater terms, that’s why Python Web Development Services has become a part of machine learning and artificial intelligence-based projects. AI & ML are the future and Python is doing its bit. If you are interested in building such amazing projects then an experienced Web Application Development Company like W3villa Technologies, who can develop full-fledged projects for you.

Original Source : https://medium.com/@w3villa/why-python-is-compatible-with-artificial-intelligence-machine-learning-e8ab94e7e9a3

A Quick Overview Of Ruby On Rails For First-Hand Understanding

 Looking to create amazing web applications then you need to hire Ruby on Rails web development services. Why? Because Ruby on Rails is a trending technology and a compelling platform with amazing libraries. Developers love the technology and leverage it fully to build smart web solutions. Ask a Ruby on Rails web development company and they will tell a tale of how they successfully built major applications with innovative features and interactive functionalities and delivered customized projects in no-time. 

RoR is simple, easy to learn, and fun technology to work with as developers have to write fewer codes. Ruby on Rails development services simply streamline the development process and bring quicker results. Faster development is the understatement of the century, hence, the reason for any technology to sustain in the market. 

Ruby on Rails uses agile methodologies, hence the project can be divided into chunks and then developed, executed, and streamlined as a whole. Ruby on Rails is equally compatible with other technologies, this means there is no need to brainstorm hard if there is a need to use another technology. Project build on RoR can be tested without any hassle as it can be done with lesser codes. Github, Groupon, Shopify, SpreeCommerce, Basecamp, Crunchbase are some of the renowned names that utilize RoR in the web solutions. 

Not only that, Ruby on Rails web development services Gems like Rubocop, Overcommit, Better_errors, Byebug, RSpec, Capybara among the tons of others make developer life easy. Developers don’t need to build features and other modules from scratch as Gems fulfill the need like authentication processes, web addresses, admin panel and so much more. This increases the productivity of the team and you can expect a fully-customized solution. Apache & NGINX act as proxy servers for Ruby on Rails for the primary web-interaction route. 

The Ruby on Rails community is another major factor. In case a developer has an issue, it can be quickly dealt with the community at any given time of the hour. Thus, the project can go on without being stuck anywhere.  

This short overview of Ruby on Rails can help in deciding when it comes to choosing this technology. Otherwise, look for an experienced Web Application Development Company that can help you achieve your goals. W3villa Technologies has been delivering the best Ruby on Rails web development services to its global clients. We are well-aware of the trend and know what the best that can be marketed. 

Original Source: https://medium.com/@w3villa/a-quick-overview-of-ruby-on-rails-for-first-hand-understanding-d36137c2c093

Why Investing In Ruby on Rails Technology Is The Right Decision

Do you have a project in mind? Are you still looking for the best technology option? Have you already consulted a web application development company? If you answered yes to all, then you should have understood the importance of Ruby on Rails web development services. Ruby on Rails is highly recommended to create web applications as it is a full-fledged web framework — RoR offers a huge library and tools to add better features & functionalities and to speed up the software development process.

Advantages of Ruby on Rails

• Rails provide advanced tooling, helping developers to include better features for standard structure for web applications.
• Ruby on Rails Gems is a boon to developers as they get the freedom to enjoy a quick development process without wasting too much time on building simple features from scratch.
• Ruby on Rails is your go-to choice if you are looking for a better quality of codes.
• Ruby on Rails has a huge community, thus testing & test automation isn’t a problem at all. Thus, developers get to deliver good quality software.
• The Ruby on Rails community has its presence all across the globe. They are always running regular meetings to discuss the latest updates and improvements.
• Ruby on Rails is also popular in Silicon Valley and is also used by successful brands like Airbnb, Etsy, GitHub & Shopify.
• Ruby on Rails developers are well-trained and are better at problem-solving. Traits that every Ruby on Rails web development company looks for.
• Ruby on Rails is concise and articulate technology and is compatible with 3rd party libraries. Thus, increasing productivity.
• Ruby on Rails is also the most recommended technology to learn. Major schools & institutes like Steer, Makers Academy, and CodeCademy, etc teach Ruby on Rails. This makes proficient developers ready to be hired. As already stated that Ruby on Rails developers are really mature which means that they can start working on projects without full assistance. They grasp things easily and can deliver the projects sooner.

Whether you are an established organization or just a startup, investing in Ruby on Rails gives a long-term benefit. W3villa Technologies, a Web Application Development Company has good experience in delivering ruby on rails web development services and can give you proper consultation and build robust projects for you.

Original Source : https://medium.com/@w3villa/why-investing-in-ruby-on-rails-technology-is-the-right-decision-8442aace3a94

Python's success: Assisting AI & Machine Learning

Being a high-level, general-purpose programming language released in 1991, Python has dynamic semantics. Python’s dynamic typing and binding in addition to high-level built-in data structure make it an attractive element for Rapid Application Development. Ranking amongst the topmost frameworks, Python has established and maintained its goodwill well enough, even in reference to AI and machine learning.

As we are aware that Machine learning and AI-based projects are the future of technology therefore this future requires a programming language that is stable, flexible, and has enough at hand tools. Python provides all of these, which is why we see numerous Python based AI projects today. 

You might now think- Why should you Consider using Python for AI and machine learning? 

Well, here on we shall be discussing the reasons to choose Python over any other programming language for machine learning and AI. 

Python’s standouts, Making it best programming language for AI & Machine learning → 

At every stage, varying from development to deployment, Python assists developers' creation by assisting them in being productive and confident about it. 

Further, we will know about numerous benefits that make python perfect for AI & Machine Learning:-

Effortlessly Persistent → 

With complex algorithms backing Machine Learning and AI, Python provides simplicity in writing reliable systems and concise codes at the same time. It shifts developers' efforts completely into Machine learning-related problems rather than technical glitches of the language. 

In addition, Python’s ease of learning makes it easier to understand and create models of machine learning. 

Also, we can agree upon the fact that Python is perfect for collective usage when multiple developers are involved.

Being a general-purpose language, Python can perform various complex machine learning tasks that assist developers in creating prototypes quickly that enables product testing for machine learning. 

Wide range of libraries and frameworks → 

Removing the tricky implementations of AI and Machine Learning, Python’s numerous libraries and frameworks enable the developers to reduce development time. Being abundant technology stack, Python brings along a wide set of libraries for AI and Machine Learning, some of which are:-

• Keras, TensorFlow, and Scikit-learn for machine learning
• NumPy for cutting edge scientific computing and data analysis
• SciPy for advanced computing
• Pandas for general-purpose data analysis
• Seaborn for data visualization

We also have here a few common AI use cases and technologies of Python that are best suitable for the purpose:-

• NumPy, SciPy, Pandas, Seaborn for Data analysis and visualization
• TensorFlow, Keras, Scikit-learn for Machine learning
• OpenCV for Computer vision
• NLTK, spaCy for Natural language processing

These Python solutions enable the development team to use an existing library for faster development of the product.

Independent Platform → 

Independent platform indicates a programming language or framework that enables the developers to apply things on one machine and use it on another with negligible changes. 

Independent platform is a key point of python development. Being supported by numerous platforms including Linux, Windows, and macOS, Python is easily distributable and can be used on its supported platforms without a python interpreter. 

Substantial popularity and community support → 

Python is one of the most popular programming languages which makes it easier to find a development company with the required skill set to develop your AI-based projects from scratch. Being extensively used for web development there are 14,000 custom built Python software packages in the online stockroom. Various Scientific Python packages such as Numpy, Scipy, and Matplotlib assist developers in machine learning and identifying patterns among the huge data sets. Python’s popularity can easily be detected by seeing Google using it for crawling web pages, Pixar using it for producing movies, and Spotify using it for recommending songs. 

With a huge AI community and an active exchange of experience related to machine learning solutions across the globe, Python’s community provides guidance to developers at any point. Being a part of the same active community, that provides expert Python Developers, W3villa provides Python developers who analyze your needs and assist you in designing, developing, implementing & debugging your projects. Other than being a Python development services company, W3villa has quality assurance engineers who test your websites and software regularly to provide you with zero error products.  

In the current tech world, AI and Machine Learning facilitate Spam filters, recommendation systems, search engines, personal assistants, and fraud detection systems, and numerous add-ons are expected to arrive soon. Therefore Python, being well suited for AI and Machine learning comes up with algorithms that process information intelligently, making the software act like a human.

Original Source : https://www.w3villa.com/blog/pythons-success-assisting-ai-and-machine-learning

What Skills A Ruby on Rails Developers Should Possess To Deliver The Best

 Be it a developer or an enterprise, if you are looking for a technology that can add versatility to your web application or website project, then you need to invest in Ruby on rails development services. Ruby on Rails provides complete support to the entire development process. Choose an experienced web application development company if you are looking for a team that can help you build projects in less time. This team will be professional and will possess the important skills to work with Ruby on Rails. These skills help projects to be developed smartly, on time, and flawlessly. So, what are the skills a Ruby on Rails developer should have:

1. Good knowledge & control over RoR Gems

These Gems are built by the Ruby on Rails community to make the development process much quicker with readymade features. Developers can straight away add powerful features & functionalities. Ruby on Rails development services utilizes these Gems to build a robust solution. There is a large number of Gems available for instance:

• Active Admin Gem is highly used for creating admin panels.
• CanCan Gem is an authorization tool.
• CommunityEngine gem helps in building social networks.
• Devise gem is solely used for authentication purposes.
• Faker allows random testing unit generation an easy task.
• Friendly_id helps in creating web addresses quickly.
• Kaminari gem is utilized to segregate recordings that are extracted from databases.

2. Soft Skills

A good code or code aesthetics is like social interaction and because of the principles of Ruby on Rails, the codes can be easily perceived by fresher and by the pros as well. A code’s readability is an important factor when it comes to analyzing the proficiency of a developer. Factors like how complicated is the code, how much space it takes, tests needed for those codes, etc. Building a clean project is the goal here.

3. Integration

Ruby on Rails developers should have a complete understanding of the important integrating servers like Phusion Passenger, NGINX, and Apache. As they allow a streamlined web-server communication. As a part of the Ruby on Rails development services provider, RoR developers also possess proficient knowledge of MySQL, Microsoft SQL Server, PostgreSQL, and Oracle.

Ruby on Rails is a highly recommended programming language to build large-scale projects, thus it requires skilled developers. At W3villa technologies, a web application development company the team is certified with a proven track record of delivering remarkable Ruby on Rails web development services.

Original Source : https://medium.com/@w3villa/what-skills-a-ruby-on-rails-developers-should-possess-to-deliver-the-best-e07539be7f9b

Ruby on Rails Development Services For Startups & Big Organizations

Build amazing web applications with Ruby on Rails and even use the technology to build API faster for the app. Ruby on Rails web development services uses a large collection of Gems like Figaro, Draper, Kaminari, Pry, etc These Gems are created by the RoR community helping developers all around the globe by adding features without any delays. Ruby on Rails as technology is mostly the first choice of the developers of any web application development company for the large-scale project.

Ruby on Rails is the recommended technology for projects with complex business logic. Github, Basecamp, Bloomberg, Airbnb, Fiverr, etc. have leveraged the advantages of Ruby on Rails development services. In simple terms Ruby on Rails is best suited to build projects like although not limited to:

• RoR for e-commerce solutions: Shopify & Spree Commerce are the renowned CMS platforms that are built on RoR technology. Both CMS platforms build amazing e-commerce solutions with powerful features and functionalities.

• RoR for fast prototyping: USing RoR it becomes much easier to build small apps with MVP on a much faster basis. Faster development of an application always works in favor of the business goal as the product can be marketed early, allowing businesses to gain potential customers and a strong base. 

• Ruby on Rails strongly supports SEO-friendly tools to bring your business to rank higher in the SERPs.

• RoR for Data Solutions: Object Relational Mapping aka ActiveRecord are used to navigate the database quickly without SQL making it a concept for advanced startup models.

Developers can build faster solutions that are beneficial to startups as they need to make a strong uphold in the market. Ruby on Rails development services can help you build proof-of-concept solutions in the designated time. Large-scale businesses can save a lot of time and cost. For the same reason, any RoR development company prefers to work with programmers who are proficient with the technology to deliver the best solution on time. 

RoR also provides complete security to the project by eliminating threats like CSRF, XSS, SQL injection, etc, with its in-built security elements. If you are figuring about RoR technology to invest in, then it’s important to hire a web application development company. W3villa Technologies has already proved their experience in delivering the ruby on rails web development services and have the ability to guide you all the way through the entire development process. 

Original Source : https://medium.com/@w3villa/ruby-on-rails-development-services-for-startups-big-organizations-cbdaabaca20b

Build Multi-Vendor Marketplace With Spree Commerce Within Weeks

Moving with the digital era, consumers are now habitual of buying products from only those online shops that can give them variety in everything be it personal items or electronics. Brands like Amazon, Flipkart, eBay, etc., are running successfully because it’s easier to find products from different vendors and pay the price for those that suit the pocket. If you too are looking to build your own multi-vendor marketplace then spree commerce development is the right choice. Spree can build an online store with attractive themes and integrate any 3rd party shipping & payment methods. You can hire spree commerce developers to build a store with better user experience and business value.

With spree commerce development it is much easier to launch a fully-featured multi-vendor marketplace with an infinite number of SKUs from multiple vendors within weeks. Spree offers a highly optimized Spree user experience with great page load speed and SEO. You can enjoy different dashboards like super admin, vendor, and customer dashboards.

The best thing about Spree Commerce is that it allows integration of 3rd party solutions to manage order fulfillment, payments, shipping, taxation, analytics, and also marketing automation. This gives the vendors to set their own preferences to access their store more efficiently.

Spree Commerce can build an amazing storefront that not only defines business logic but also proves attractive & functional to the consumers. Multi-vendor shops are of huge importance and proven trends in the eCommerce industry. Thus, choosing the right agency is important that can guide through the process and build a powerful platform for you.

Storefront features offered by Spree Commerce:

• Adding new vendors
• Product categories and pages
• Site-wide search filters
• Product attributes filter listings
• Browse 3 instances of vendor pages
• Cart options
• Option to change or remove quantities from cart
• Single payment option for one order from different vendors
• Check out with products from various vendors
• Receive 3 shipments from 3 example vendors

W3villa Technologies provides end-to-end solutions for eCommerce development. As a Web Application Development Company, we have an experienced & skilled team that can help you with spree commerce development services and help you build a strong online marketplace.

Original Source : https://medium.com/@w3villa/build-multi-vendor-marketplace-with-spree-commerce-within-weeks-bd9ba56c0e04

How Can Ruby On Rails Development Help Your Organization

Ruby on Rails as a technology has always been the one to simplify any complex business logic. Ruby on Rails development services can only be delivered by proficient developers. Many organizations choose the RoR framework because it is reliable and efficient in building web applications. Moreover, RoR projects are easily scalable, thus allowing clients to leverage the benefits of the Ruby on Rails web development services.

It is much easier to build long-term custom solutions that are flexible, secure, and easily manageable. RoR can be utilized by startups and large-scale organizations alike. The framework provides its own set of gems & libraries that are a huge help to deliver what’s expected. Everything from a UI, features & functionalities to hosting can be worked on with RoR.

To grow your business online, it is advisable to look for a good RoR development company that can work with you effectively in close partnership. For a better understanding, enlisted below are few ideas that can be built using Ruby on Rails web development services.

• CMS development services
• Custom application development
• Web applications development
• eCommerce applications
• Application migration to RoR framework
• Redesigning or improvement of websites or web apps
• RoR based social networking and blog sites,
• RoR based widgets

If you are thinking of building fully-featured networking, blog, eCommerce website & web applications then Ruby on Rails is a perfect choice. Ruby on Rails has moved ahead with times as the technology is easily compatible with artificial intelligence, data science, and machine learning. It has become a trusted framework to build advanced solutions.

Ruby and Rails provide a wide spectrum to developers, this not only helps them become more proficient but also gives them a creative edge to transform ideas into reality. Ruby on Rails can be curbed according to the business needs, that’s why more and more organizations look for it.

In case you are looking to invest in Ruby on Rails web development services, then please be sure to look for a company that uses agile methodologies to deliver a strong frontend & backend. W3villa Technologies, a Web Application Development Company, can assist you with an entire process.

Original Source : https://medium.com/@w3villa/how-can-ruby-on-rails-development-help-your-organization-f4a80627f906

Why Developers Think MEAN Stack Development Is An Ideal Choice

The main aspect of web development is choosing the right technology, especially in the case of full-stack, that can offer good prospects, functionalities, budget, deliverables, etc. The technology that fits best here is the MEAN stack, which includes the popular frameworks MongoDB, Express.js, Angular.js & Node.js. MEAN stack development services are rather popular among enterprises as it's absolutely cost-efficient and fits quite superbly with the business needs. Any MEAN stack development company would happily guide you through the development process.

Web development like any other domain is ever-growing and with globalization at its pace, along with a change in consumerism, this sector has grown exponentially. Web development offers various technologies, and with that comes the ability to create projects that are rich UI/UX and functionalities. This is exactly what most of the organizations look for. 

This stack uses JavaScript at its fullest and JS is known for its versatility and strong community. Developers proficient in JS, learn MEAN stack with ease apart from this MEAN stack developers today are high in demand as well. Major brands like Amazon, Apple, Facebook, amongst many have invested heavily in research & development and are always on the lookout to monetize the same. This allows businesses to expand greatly across the globe. MEAN stack development services are highly adaptive in nature. 

Full-Stack developers are fully acquainted with both front-end and back-end development, making them one of the most sought-after talents for the companies. According to StackOverflow Developers Report’17, JavaScript is the most in-demand programming language in the US, that’s why MEAN stack development services are skyrocketing. 

Technologies today are ever-evolving and thus, provides a bigger exposure to developers which is beyond comparison.  Advancement in technologies today ensured online platforms to take the center stage in terms of providing such resources.

W3villa Technologies is one such tech company that aims to provide the right set of skills to build a robust project. We have delivered up to the mark mean stack development services,  and have worked with various industries like food, eCommerce, finance, etc. As a Web Application Development Company, we offer services for Web & App development, Blockchain, AI, and other custom development services.

Original Source : https://w3villa.wordpress.com/2020/09/04/why-developers-think-mean-stack-development-is-an-ideal-choice/