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5835 views · 2 years ago
A Beginners Guide To Artificial Intelligence For Web Developers

Artificial Intelligence has significantly transformed the way we work and interpret information. With technologies such as OCR, machine learning, deep learning, natural language processing, and computer vision; machines are now able to provide greater insights and perform tasks that typically required hours and hours of work from humans.

What is artificial intelligence?


A.I. or artificial intelligence is the technology that enables machines to perform tasks that usually require human intelligence. But instead of using human brains, A.I. uses different technologies such as computers, or even software algorithms, to perform tasks. Some of the most common A.I. technologies include speech recognition, voice recognition, machine translation, natural language processing, computer vision, and predictive analytics. The term artificial intelligence comes from the combination of artificial and intelligence. While artificial intelligence is a property of the physical world, intelligence is the property of the mind. How does it make sense in Web Development? As mentioned earlier, A.I. has significantly transformed the way we work and interpret information.

How is AI applied to web development?


In the majority of cases, AI is used to assist a developer in a number of functions: Automatically format existing content, analyze images for semantic meaning Break down complex tasks into smaller pieces Example applications of AI in web development Example image compression algorithms. Tools such as image recognition and machine learning have been key factors in the development of new image processing algorithms. Traditionally, manually processing an image was a lengthy and tedious process, but when computer vision was introduced into the process it drastically decreased the amount of time required to complete this task. Now, programs such as image recognition can identify objects in images and classify them based on both visual and metadata attributes.

Machine learning


When data is fed into a machine learning algorithm, the machine learns to understand it. For instance, if you provide a machine learning algorithm examples of dogs verses blueberries, the machine will learn to identify what a picture of a blueberry looks like, verses a picture of a dog. Natural Language Processing Natural language processing is a sub-field of machine learning. You can apply natural language processing for reading emails, chatting, or writing blog posts (such as this one!). A good example of natural language processing in action can be found in Microsoft's Cortana. Deep learning This is the most popular type of artificial intelligence today.

Deep learning


Deep learning algorithms are very similar to how the human brain works, with its built in mechanisms to learn and memorise a vast amount of information. It's these connections that enable machines to be able to recognise patterns and learn from them. An example of this is Google Translate, which recognises more than a 1,000 languages. This isn't an example of AI but it shows how useful these programs can be. Deep learning is one of the hottest technologies in the field of machine learning and this explains why almost all of the major technology companies are pushing these advances forward.

Natural language processing


For example, your phone can understand you better when you speak to it. If you say “Hey, Siri,” your phone will listen to you and respond to your questions. In general, it means that the system has been trained and is able to better understand the context of what you’re trying to communicate. This type of Natural Language Processing is used in the majority of companies today, including the likes of Google and Apple, to improve the user experience, provide better customer service, and to aid in the effective execution of processes. Machine learning Machine Learning is an extremely powerful technique used to further improve the knowledge of artificial intelligence, as well as to make machines smarter by discovering patterns and generalities in vast amounts of data.

Computer vision


Computer vision is a technology that has been able to recognize objects in images and video for eons. A popular example is Apple's Siri, which was one of the first software to use computer vision to provide contextual awareness. AI is built on this technology, providing the capability to recognize various images and videos. The industry is still in its infancy, but what we have seen so far has been incredibly incredible. What's amazing is that just a few years ago we thought that vision was completely under our control, but now, it has evolved to understand the nuances of objects.

Conclusion

“In the year 2050, the Amazon book you ordered for your Kindle will be delivered by a drone.”

This futuristic statement by Amazon CEO Jeff Bezos did leave you pondering. But it is one thing to dream about the future and another thing to think about the innovations taking place in the present and how you can exploit them to drive better business results. To make the most of the technologies coming to our everyday lives, we must acquire a knowledge of the AI technology, its features, and its application. Succeeding in today’s competitive and challenging business world, requires a broad set of skills such as coding, business analysis, computer programming, and ecommerce marketing.

Learn more about AI with our video library
5328 views · 3 years ago
Top 12 PHP Libraries to Leverage Your Web App Development



PHP, by all means, is an immensely powerful language!



We may fall short of words, but there won't come any end to its qualities. The endless functionalities and possibilities of this server-side scripting language have managed to get it a strong and supportive community of PHP programmers on a global level. At present, PHP powers more than half on websites and applications on the internet.


Do you know what makes PHP so praiseworthy?



It is the simplicity, easy programming structure, and developer-friendly web functionalities that are to be credited to turn PHP into one of the top programming languages. You can create highly interactive and dynamic websites and applications with desired results by making use of PHP.



However, coding often could be a tough and tedious task to accomplish. As a solution to this, you get built-in PHP libraries that optimize the process of coding for maximum productivity.



But what are these libraries?




That's exactly what you will find out as you move ahead in this article, a list of top 12 PHP libraries capable of leading the development process in an intended manner.



So, without waiting any further, let's move ahead to learn about PHP libraries in-depth.



PChart




PChart is a PHP library assisting with the generation of text data in the form of something more appealing to the eyes and known as visual charts.



You can use this library to represent data as bar charts, pie charts, and many more different formats. The PHP script here utilizes SQL queries to put data in the impressive charts or graphs form.



Mink




Another well-known in the list of PHP libraries is Mink. It allows you to keep an eye on if a proper interaction is happening between your web apps and the browser. Eliminating the API differences between the two types of browser emulators, Mink offers an authentic testing environment for you. It also supports PHPUnit, Behat, and Symfony2.



Monolog




Monolog is a PHP logging library that helps you with saving logs to the specified locations by sending them to set files, sockets, inboxes, databases, or other web services. The use of the PSR-3 interface permits to type-hint logs in counter to your libraries that maintain optimum interoperability.



Hoa




This modular, extensible, and structured set of PHP libraries we know as Hoa establishes a link between the research and the industry.



It recommends essential paradigms, mechanisms, and algorithms for building the reliability of a site. Many PHP developers in different parts of the world use Hoa for ideal PHP development.



Guzzle




Guzzle is an HTTP client library for PHP that enables you to send HTTP requests to combine with web services.



It offers a simple interface that makes the development of query strings, POST requests, HTTP cookies, and many other attributes possible. You can also use Guzzle to send synchronous and asynchronous requests from the similar interface.



Ratchet




If your need is to develop real-time, two-directional apps between clients and servers over WebSockets, Ratchet is the PHP library you need to do it effectively.



Creating event-driven apps with Ratchet is a rapid, simple, and easy job to do!



Geocoder




Geocoder is a library to create applications that are very well geo-aware.



With Geocoder, there is an abstraction layer that helps with geocoding manipulations.



It is further split into two parts, known as HttpAdapter and Provider.



ImageWorkshop




ImageWorkshop is an open-source PHP library letting you work over the manipulation of images with layers. You can crop, resize, add watermarks, create thumbnails, and so much more. You can also enhance the images on the sites.



PhpThumb




phpThumb is the library specialized at handling the work associated with creating thumbnails with minimal coding. Accepting every image source type and image formats, it makes you do a lot ranging from rotating or cropping to watermarking or defining the image quality.



Parody




This simple library we know as Parody is used to copy classes and objects. It also provides results for method calls, acquiring properties, instantiating objects, and more. Sequential method chaining is used by Parody to produce defining class structures.



Imagine




This object-oriented PHP library is meant for working with images along with manipulating them. The often adopted operations such as resizing, cropping, and applying filters happen instantly and relatively well with Imagine.



With Imagine, you get a color class that forms the RGB values of any given color. Draw shapes like arc, ellipse, line, etc. with the features available.



PhpFastCache




PhpFastCache is an open-source PHP library that makes caching feasible. Coming as a single-file, it can be integrated within a matter of minutes.



Caching methods supported by PhpFastCache involve apc, memcache, memcached, wincache, pdo, and mpdo.


The Bottom Line




It's not about what extra difference these libraries make; it's about what significant individual contributions these libraries make for a final desired PHP app or website.



A PHP programmer, too, agrees with these libraries' benefits.



It's your time now to try and believe!
4833 views · 4 years ago
Why I joined Nomad PHP
I've been using PHP since 1996. I've been paid to use PHP for the last 12 years.

I am a big fan of the language and it's amazing to see just how much it's changed in the last 24 years.

I finally joined NomadPHP because in the current climate, I feel like I need to give back to the community, and share some of the things that I've learned over the years.


In my current role, I’m working with a large pool of developers from many different backgrounds and skill levels to maintain a large pool of php based tools for a web hosting company.

These tools range from in house tools for support and sales, to customer facing tools for automation and quality of life applications.

I’m a big fan of frameworks, specifically Laravel. I discovered Laravel 4.0, decided to give it a try and immediately realized how valuable it could be as a way to prototype quickly. It has since grown to a tool in my toolbox I use regularly for medium and small applications simply as a time saver.

Please feel free to reach out to me if you have any questions, or what to pick my brain. I can’t promise I know it all, but over the years I’ve learned how to solve problems and find answers.

Thank you, and I look forward to what may come.

Chris.
4643 views · 5 years ago
PHP Basics

It's 2018, and you're a top-notch modern web developer, with a load of knowledge and tools right there at your disposal: Google and StackOverflow, debugger with a GUI, IDE with autocomplete, you name it. Occasionally, though, you still find yourself in a plain old text console on a remote server, or you have to do something without IDE, or there is no network connection... In such cases it might be helpful to feel comfortable in a simple terminal. In this post I'm going to list some switches for the PHP command that you can use to get information and some utilities.

Getting basic information about PHP


$ php -i
phpinfo()
PHP Version => 7.2.10-0ubuntu1

System => Linux awesome 4.18.0-10-generic #11-Ubuntu SMP Thu Oct 11 15:13:55 UTC 2018 x86_64
Build Date => Sep 13 2018 13:38:55
Server API => Command Line Interface
Virtual Directory Support => disabled
...


Full information about your PHP interpreter. Pipe the output to the Unix less command in order to get pagination and search: php -i | less. Type Q to exit the less shell. Some distros might lack less, in that case you may try php -i | more, which doesn't give you search but still has pagination.

Want a short summary of which PHP extensions you have? Just ask:

$ php -m
[PHP Modules]
calendar
Core
ctype
date
dom
ds
exif
...


More specific info about core and extensions' functions and classes


Full information about functions and classes provided by an extension:

$ php --re ds
Extension [ <persistent> extension #46 ds version 1.2.6 ] {

- Dependencies {
Dependency [ json (Required) ]
Dependency [ spl (Required) ]
}

- Classes [11] {
Interface [ <internal:ds> interface Ds\Hashable ] {

- Constants [0] {
}

- Static properties [0] {
}
...


Information on a specific class:

$ php --rc Ds\Vector
Class [ <internal:ds> <iterateable> final class Ds\Vector implements Ds\Sequence, Traversable, Countable, JsonSerializable, Ds\Collection ] {

- Constants [1] {
Constant [ public integer MIN_CAPACITY ] { 8 }
}

- Static properties [0] {
}
...


Same for a function:

$ php --rf fopen
Function [ <internal:standard> function fopen ] {

- Parameters [4] {
Parameter #0 [ <required> $filename ]
Parameter #1 [ <required> $mode ]
Parameter #2 [ <optional> $use_include_path ]
Parameter #3 [ <optional> $context ]
}
}


Utilities


Ever found yourself creating a dummy PHP file of just a few lines - only to be run once and then deleted? The -a switch might be what you're looking for:

$ php -a
Interactive mode enabled

php > var_dump(join(", ", [1, 2, 3]));
php shell code:1:
string(7) "1, 2, 3"
php >


It starts an interactive shell so you can type any PHP code and execute it straight away. Requires PHP to be compiled with readline support (most distros have that anyway).

Want a quick check for any parse/syntax errors in a PHP file? Use linter:

$ php -l test.php 
PHP Parse error: syntax error, unexpected 'array_shift' (T_STRING) in test.php on line 4
Errors parsing test.php


It has a web-server!


Yes! Just in case you missed it, as of PHP 5.4.0, the CLI SAPI provides a built-in web server. Want a quick look at a web page generated by an app? Here you go:

$ cd /my_application/document_root
$ php -S localhost:8000


Then open http://localhost:8000/ in your browser of choice and enjoy!

Hope you also have enjoyed this reading. Your feedback and questions are always appreciated!
4531 views · 1 weeks ago


In modern software architecture, developers are constantly exploring new paradigms to enhance the performance, scalability, and maintainability of their applications. One such architectural pattern gaining popularity is Command Query Responsibility Segregation (CQRS). CQRS separates the responsibility of handling read and write operations, offering numerous benefits in complex systems. In this article, we'll delve into CQRS and explore its implementation in PHP.

What is CQRS?


CQRS, coined by Greg Young, is an architectural pattern that segregates the responsibility for handling read and write operations in a system. In traditional CRUD-based architectures, the same model is often used for both reading and writing data. However, CQRS advocates for a clear distinction between commands (write operations that modify state) and queries (read operations that retrieve data).

Key Concepts of CQRS:
   

. Command: Commands represent actions that modify the state of the system. They encapsulate the intent to perform an operation, such as creating, updating, or deleting data.
   
. Query: Queries retrieve data from the system without modifying its state. They are read-only operations used to fetch information for presentation or analysis.
   
. Command Handler: Responsible for processing commands by executing the necessary business logic and updating the system's state accordingly.
   
. Query Handler: Handles queries by retrieving data from the appropriate data source and returning the results to the caller.
   
. Separate Models: CQRS often involves maintaining separate models for commands and queries. This allows each model to be optimized for its specific use case, leading to improved performance and scalability.

Implementing CQRS in PHP:


Implementing CQRS in PHP involves structuring your application to separate command and query responsibilities effectively. Here's a high-level overview of how to implement CQRS in PHP:

1. Define Commands and Queries:


Start by defining the commands and queries your application will support. Commands should encapsulate actions that modify state, while queries should retrieve data.

class CreateProductCommand {
public $name;
public $price;
}

class GetProductQuery {
public $productId;
}


2. Create Command and Query Handlers:


Next, implement handlers for processing commands and queries. Command handlers execute the necessary business logic to fulfill the command, while query handlers retrieve data based on the query criteria.

class CreateProductCommandHandler {
public function handle(CreateProductCommand $command) {
}
}

class GetProductQueryHandler {
public function handle(GetProductQuery $query) {
}
}


3. Use Separate Models:


Maintain separate models for commands and queries to optimize each for its specific purpose. This separation allows you to design models tailored to the needs of write and read operations.

class Product {
public $name;
public $price;
}

class ProductView {
public $name;
public $price;
}


4. Wiring Everything Together:


Finally, wire up your command and query handlers to the appropriate endpoints or controllers in your application. Dispatch commands to their respective handlers and invoke query handlers to retrieve data.

$command = new CreateProductCommand();
$command->name = "Example Product";
$command->price = 99.99;

$handler = new CreateProductCommandHandler();
$handler->handle($command);

$query = new GetProductQuery();
$query->productId = 123;

$handler = new GetProductQueryHandler();
$product = $handler->handle($query);


Benefits of CQRS in PHP:


-Improved Scalability: Separating read and write operations allows you to scale each independently based on demand.

-Enhanced Performance: Optimizing models and handlers for specific tasks can lead to improved performance and responsiveness.

-Simplified Maintenance: Clear separation of concerns makes the codebase easier to understand, maintain, and extend over time.

-Flexibility: CQRS enables flexibility in choosing the most suitable data storage and retrieval mechanisms for different use cases.

Conclusion:


CQRS is a powerful architectural pattern that offers numerous advantages for building complex and scalable PHP applications. By segregating command and query responsibilities, developers can achieve better performance, scalability, and maintainability in their systems. While implementing CQRS in PHP requires careful planning and design, the benefits it provides make it a compelling choice for projects requiring high performance and flexibility.

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