Tips on using Machine Learning in Mobile Applications

 

Machine Learning (ML), a sub-application of Artificial Intelligence (AI), is the ability of a system to improve and learn from its experiences without being explicitly programmed. In simpler words, it focuses on the development of computer programs that can access data and use it to learn on their own without any human intervention. There are several machine learning courses that enable one to incorporate ML tools in the development of mobile applications.

In recent years, machine learning has evolved its applications in various areas, ranging from speech recognition, web search, to self-driving cars. In addition to these, Machine learning is now being incorporated into many mobile applications to provide a personalised experience to their users. How then, can one use the benefits of machine learning to augment their mobile applications? Following are some tips that you can follow for using machine learning in your mobile applications:

Incorporate Individual Approach:

If you ever wonder how Netflix comes up with relevant recommendations for the next TV series for you to binge on, machine learning is the answer you’ve been looking for. Machine learning (ML) can be utilised to make the application appealing for each user by incorporating an individual approach. This will allow the app to customise content for individual users based on their personal preferences. The users are thus provided with relevant content that’s based on their interest and lifestyle. Apps like YouTube, Instagram also work on a personalised individual approach to increase user traffic.

Faster and Efficient Searching:

Machine learning can help users search for information more efficiently through the various tools it has to offer. Users can be provided with the most relevant information by adding filters like spelling correction, ranking, suggestions, voice searches, etc. Machine learning can thus help to make the searching process far more intuitive for users.

Personalised Recommendations:

If you’re into e-commerce, then you can incorporate machine learning into your app to benefit your business. Generating recommendations for your users based on their purchase pattern and search requests will show them products that they are most likely to be interested in, which would help drive your sales. Amazon and Flipkart are some examples of mobile apps that focus on individual customer approach to increase their sales by influencing buying decisions.

Word Predictions: 

Tired of always correcting your typos? Machine learning tools can be used in predictive texts to predict the next word a user is most likely to type. The neural spatial model makes use of the user’s typing history and matches it with the word currently being typed by the user to make its prediction. This facilitates faster typing and fewer spelling errors. Google’s GBoard is one such example of predictive text, which also enables users to find the right emojis by drawing an outline of the same.

User’s Assistant:

The next time you talk to Siri or OK Google, you can ask them a question or two about machine learning as well. A lot of application developers are using artificial bots which incorporate ML algorithms to deal with customer queries. These digital chat assistants provide customers with the information they need by making use of the repository of data that is gathered in their systems.

Financial Assistant:

If you feel that you need help managing your finances, look no further, for machine learning is here to assist you. ML techniques can also be incorporated in mobile applications aimed at assisting users with their finances. With the use of ML algorithms, the mobile app can track and observe an individual’s spending habits to make suggestions on making smarter money-saving decisions. Such apps understand the behaviour and lifestyle of the users to generate a personalised expenditure plan that helps the users to save more money. Applications like Walnut and Oval Money are examples of apps that provide such financial assistance.

Education Assistant:

Machine learning tools and techniques can be incorporated into your mobile application to assist students in understanding the academic concepts. The ML algorithms can be used to design chatbots that answer students’ queries, check assignments, and keep a check on the students’ grades and assignments. These bots can collect real-time data to suggest personalised learning plans for students.

Fitness Assistant:

Machine learning algorithms can be used by fitness app developers to provide a new dimension to their apps. Merely listing exercises that one can perform has become a digital passe, machine learning is now being used to customise apps based on specific needs and habits of the user, ranging from sleep pattern to dietary habits. Based on the customer’s inputs regarding aims and physical state, machine learning algorithms can generate a personalised training program, thus effectively acting as your very own personal fitness assistant!

Health Assistant:

Incorporating machine learning algorithms in mobile applications can help provide users with interactive healthcare assistance as well. The ML algorithms can be designed to access healthcare databases pertaining to various diseases to help diagnose health-related issues, and can suggest users the necessary steps to be taken for treatment and medication. These apps can also use machine learning tools to keep track of blood pressure and sleeping patterns to make personalised suggestions. IBM’s Watson provides a similar service to cancer patients which uses its extensive database to provide an accurate diagnosis of the disease.

Battery-saving Suggestions:

Reduce the amount of time your phone spends connected to the charger by incorporating Machine learning techniques to suggest battery life-saving recommendations. The ML algorithms can be designed to collect real-time data from the device to analyse usage patterns to provide users with useful tips that could save their phone’s battery life. Carat by Carat Team is an app that uses ML tools to provide personalised battery-saving recommendations. This app also reminds its users when any other app malfunctions and needs re-downloading.

Security and Authentication:

If you’re amazed by Apple’s latest face recognition feature, machine learning is again to be thanked for! Machine learning is being actively used in user identification and authentication processes through the use of recognition techniques. Apple’s biometric recognition, and recently, face recognition softwares are stellar examples of how machine learning can be used for user identification, without the need of manually keying in a password.

Fraud Prevention:

You can use machine learning to protect your user’s data against malware and spam.  Machine learning algorithms allow your app to monitor ongoing processes in the background without the need of constant control by the users. This allows the detection of any suspicious activity that could potentially pose a risk to your data. While traditional apps only prevent the user’s information from threats that are already known of, machine learning can protect user data from previously unidentified malware attacks in real-time.

It is evident that machine learning algorithms can be used in a variety of ways to provide users with improved mobile application experience. The implementation of ML tools can thus help one in setting their mobile applications apart from others.

Many times we have heard about an API, but what exactly is it?

We have probably seen the term API many times in the updates of the operating system, the web browser, or sometimes the applications announce new APIs for the developers, but what is really an API?

We can weigh in an API like in the menu in a restaurant, this one offers a list of dishes that we can order along with a description of each one. When we ask for the ones we want, the kitchen of the restaurant provides them, although we do not know how that food is prepared, nor do we care.

Well, similarly an API lists a set of operations that developers can use together with a description of what they do. Thus, the developer does not need to know how, for example, an operating system builds and presents a dialog box, you just need to know that it is available to use in your project. Of course, in this case, developers may have to provide their own data to the API to obtain the results, so it would be more like a luxury restaurant where we can provide our own ingredients with which the kitchen will work.

Therefore, APIs allow developers to save time by leveraging the implementation of a platform to perform their development, which helps reduce the amount of code that needs to be created. In addition, they help create more compatibility between applications of the same platform, since, among other things, they can control access to hardware and software resources.

APIs make life easier for developers

For example, if we want to create an application for iPhone, Apple’s iOS system provides a large number of APIs, like any other operating system, to make the work easier. So, if we need a web browser, we will not have to program our own from scratch just for our application, since the “WKWebView” API is used to embed a browser object ( Safari ) in the app.

At the same time, if we need to capture photos or videos from the iPhone camera, we will not have to write our own camera application, Apple provides a camera API so we can embed the iPhone in our project.

Therefore, if the APIs did not exist, the application developers would have to create their own camera software, for example, and interpret the hardware entries of the same, but thanks to the work of Apple’s operating system developers, the creation of third-party apps is much simpler, in addition to gaining quality and integration with the system itself.

Of course, this applies to all platforms, with special emphasis on Windows or Android. In addition, these APIs are also used to control access to hardware devices and software functions that a third-party application does not have permission to use.

Tic Tac Toe Game In Java Download With Source Code

tic tac toe game in java

Tic-Tac-Toe is a very familiar game that we all are well aware of playing in our childhood, but that was on papers. The rules were very simple even young kids can play it, and they know the way to win it. But as we all know that this is the age of the computers so how it could be possible for the gamers to not include this all time famous game in their world of zero’s and ones. The codes are very simple and easy that can’t hinder the game for anyone. The game Tic-Tac-Toe is developed in Java scripts that you can easily learn from this article tic tac toe game in java.

Free Download Source Code of Complete Tic Tac Toe Game In Java

tic tac toe game in java
tic tac toe game in java

Tic-Tac-Toe is also known as Xs or Os specifically for two players who take their turns by marking the spaces of 3×3 grids. Any player who succeeded in scoring their three marks in sequence from the horizontal, vertical or diagonal row, he/she wins the game. This game is often played by young children, but somehow the elders are also interested in the Tic-Tac-Toe game as it doesn’t require much effort.

It is also taken as the pedagogical game for teachers because it teaches the sportsmanship and it is also a branch of the artificial branch.

In different countries this game has various names like in USA and Canada, Tick-tack-toe, Tic-tac-toe, Tick-tat-toe, or Tit-tat-toe is used to call this game. In United Kingdom, Ireland, Australia, New Zealand, South Africa it is called as Noughts and crosses. Similarly in Egypt, Republic of Ireland, Canada, Zimbabwe it is named as; Xs and Os. And in Northern Ireland, you can call it an Exy-Ozys, Xsie-Osies.

But before going into the coding of Java, you must have a little bit of knowledge about Java coding as this will increase the chance of learning about the coding.

Tic Tac Toe Game In Java

Create your project

In coding, you have to start with creating your project, name it Tic Tac Toe. Now in your main project, create two classes, Main Java, and TTT java. Main Java will be able to host the main method whereas the TTT Java would be handling the Tic-Tac-Toe objects which manipulate the game.

TTT class

Include two members inside the TTT class that will represent the 2D array of the characters of the game. These variables either holding an ‘x’ or ‘o’ variable.

Avoid using magic symbols

The character; “x and o” would be going to appear in the coding throughout. It is much better for the coder to use them in the form of constants for the better and easy coding.

There are three different ways through which you can check the winner; that is rows, columns, and diagonals. The computer system separates them into singular conditions. For check for win method, you have to make sure that there is a return statement present which calls on the all three different functions. If the rows that are specified for the win doesn’t return, go for the columns. If the columns couldn’t get back, then go for the diagonals.

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Tic Tac Toe Game In Java

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PHP Tutorial: PHP / MySQL for Beginners

php
php
PHP Tutorial

COURSE DESCRIPTION

So you are getting confident with HTML, CSS and Javascript? You are up for the following challenge? The PHP programming language combined using the mySQL database may be the final step toward creating a complete application. Many commercial e-commerce sites, membership sites as well as online towns use PHP. Once you understand PHP online this can be used free technology to construct nearly any kind of online presence imaginable.

If you are a mobile developer, you have to learn PHP and MySQL too. Most mobile products consume web-based services. There’s no simpler method to create web services made to be consumed by mobile products than PHP– guaranteed!

PHP Tutorial

Within this PHP and MySQL training program you’ll join master trainer Mark Lassoff while you learn all the major concepts that beginner  designers have to master. You’ll have the ability to code together with Mark because he demonstrates from simple  instructions to more complex database programs. Each lesson includes a companion lab exercise, which supports you keep, reinforce and don’t forget each concept within the course.

Just focus and shoot prepared to learn  online?

 

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The development team announces the immediate availability of PHP 5.4.37. Six security-related bugs were fixed in this release, including CVE-2015-0231, CVE-2014-9427 and CVE-2015-0232. All PHP 5.4 users are encouraged to upgrade to this version.

is really a server-side scripting language created for web design but additionally utilized as an over-all-purpose programming language. By The month of january 2013, PHP was placed on greater than 240 million websites (39% of individuals tried) and a pair of.a million web servers.[4] Initially produced by Rasmus Lerdorf in 1994,[5] the reference implementation of PHP (operated by the Zend Engine) has become created through the Group.[6] While  initially represented Personal Webpage,[5] it now means  Hypertext Preprocessor, that is a recursive backronym.[7]

code can be combined with Web coding, or you can use it in conjunction with various templating engines and web frameworks. code is generally processed with a PHP interpreter, that is usually implemented like a web server’s native module or perhaps a Common Gateway Interface (CGI) executable. Following the code is construed and performed, the net server transmits resulting output to the client, usually healthy of an element of the produced web site for instance, PHP code can produce a web page’s Web coding, a picture, as well as other data. PHP has additionally developed to incorporate an order-line interface (CLI) capacity and could be utilized in stand alone graphical programs.[8]

The canonical PHP interpreter, operated by the Zend Engine, is free of charge software launched underneath the PHP License. PHP continues to be broadly ported and could be used of all web servers on nearly every operating-system and platform, totally free.[9]

HTML Complete Urdu Course eBook Free Download

HTML Complete Urdu Course eBook Free Download

Download free another guide ebook “HTML Urdu Course“, learn Html in Urdu language and be HTML expert. You can discover Html from beginner to advance comprehensive in less than 10 days simply because this is a very detailed Html Urdu program

HTML Complete Urdu Course eBook Free Download
HTML Complete Urdu Course eBook Free Download

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HTML is represents Hyper-Text Markup Language used for making web web pages using CSS as well as PHP. HTML can be initial and basic course for world-wide-web designing. If you need to become a world-wide-web developer than you should learn HTML first because you can not proceed to different courses of world-wide-web developing without HTML. The HTML language is extremely easy.

HTML Complete Urdu Course eBook Free Download

Many people thinks that Dreamviewer offers reduced the and finished the importance of HTML, but I believe they are wrong because you will miss HTML while focusing on Dreamviewer. Moreover additionally, you will miss HTML while focusing on blogspot blogging my partner and i. e the most simplest way to make static websites. I claim you could learn HTML by looking over this book. Because there are several images in the book for the understanding the notion.

You need simply just Note pad, expression pade, MS word or any text editor regarding learning HTML.

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HTML In Urdu Complete Course Free Download

Hello guys this is Shah Zeb Raza, my lot of friends, helpers and visitor  ask me to teach us HTML with detail, but i always reply them i will teach you as soon as possible. but i’m very busy in my studies there for video tutorial take lot of time and i don’t have much time for video tutorial.  someone uploaded these tutorial for taking benefit. and now you can also learn HTML at your home in urdu.

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