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    <title>DEV Community: faizan siddiqui</title>
    <description>The latest articles on DEV Community by faizan siddiqui (@faizansiddiqui2122).</description>
    <link>https://dev.to/faizansiddiqui2122</link>
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      <title>DEV Community: faizan siddiqui</title>
      <link>https://dev.to/faizansiddiqui2122</link>
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    <item>
      <title>How Chatbots and  AI are Changing UI </title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Thu, 02 Dec 2021 09:49:22 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/how-chatbots-and-ai-are-changing-ui-3bm4</link>
      <guid>https://dev.to/faizansiddiqui2122/how-chatbots-and-ai-are-changing-ui-3bm4</guid>
      <description>&lt;p&gt;&lt;a href="https://www.appixels.com/artificial-intelligence-services"&gt;Artificial intelligence&lt;/a&gt; and chatbots are closely tied to UX design. They will be even more intertwined in the future. As mobile app developers become comfortable delegating tedious work to computers. AI is becoming better at making complex decisions on behalf of people all over our planet.&lt;/p&gt;

&lt;p&gt;The output's tone should reflect how this information relates back towards creating an engaging experience for users through both human interaction as well as machine data.&lt;/p&gt;

&lt;h2&gt;
  
  
  Conversational Interfaces Are Brand Voices
&lt;/h2&gt;

&lt;p&gt;According to Accenture, AI will become the new UI. A company's voice rather than merely an automatic courier. Chatbots and bots can provide clients with more customized service that is also efficient in delivering what they need. Users are getting used to it as we see these interactions becoming seamless because of how sophisticated AI has gotten over time; there isn't any distinguishable difference between talking through them or using chatbot software anymore.&lt;/p&gt;

&lt;p&gt;Immersive design offers a different level of user interaction to what we're used to, with increasingly human-centric designs. For example:&lt;/p&gt;

&lt;p&gt;Autonomous vehicles are the future of transportation. With their ability to analyze and predict human behavior, they will offer a much higher level of accuracy when suggesting routes that avoid traffic congestion in order for drivers to reach their destination without hassle or stress.&lt;/p&gt;

&lt;p&gt;When shopping online or at a store, computer vision in UX can provide a realistic sense of visual content. You won’t be able to touch anything when it comes time for you to try on an outfit but you will still get an idea about how your desired piece might look by viewing 3D rendered images that are very close approximations of reality!&lt;/p&gt;

&lt;p&gt;Real-time, high accuracy translation apps are the latest trend in technology. They simulate a more realistic conversational experience by using machine learning and artificial intelligence which is perfect for consumers looking to improve their social skills or anyone who wants better communication with colleagues from different countries around the world! &lt;/p&gt;

&lt;p&gt;Chatbots are becoming more popular with each passing day. This means that developers and UX/UX designers need to create apps in such a way so as not only accommodate chatbot technology but also make it feel like human-interaction.&lt;/p&gt;

&lt;h2&gt;
  
  
  Managing User Expectations from AI in UI
&lt;/h2&gt;

&lt;p&gt;Machine learning is changing the way we perform repetitive, time-consuming tasks. Many of these are currently being handled by AI enabled UIs such as Amazon Alexa or Nest Thermostat but if brands want users to accept this new technology. They must manage their expectations accordingly and educate people on what not only can be expected from it. But also how often things may go wrong while using one’s service in order for them not to get frustrated. when something does happen unexpectedly.&lt;/p&gt;

&lt;h3&gt;
  
  
  For example, users should not expect:
&lt;/h3&gt;

&lt;p&gt;Chatbots can be used to carry out simple tasks such as booking a hotel, but when more complicated information needs to come from multiple sources at once they may need human intervention.&lt;/p&gt;

&lt;p&gt;Perfection is something that we all strive for, but it doesn't exist. Chatbots have limitations just like humans and they continue to learn over time. Which means your chatbot may not always know the answer at first glance or in one go!&lt;/p&gt;

&lt;h2&gt;
  
  
  Workflow Management with Chatbots, AI, and Machine Learning
&lt;/h2&gt;

&lt;p&gt;Chatbots and other forms of AI will likely replace many routine tasks currently performed by humans. While it remains unclear whether machines can fully take over more advanced jobs. Such as that for mobile app developers who require creativity in addition to coding skills with neural networks.&lt;/p&gt;

&lt;p&gt;So far there is little evidence showing just how sensitive these AIs are. When it comes to nuance-seeking out context clues or complex imaginative work like what we see from human beings on a regular basis.&lt;/p&gt;

&lt;p&gt;A major concern about employing artificial intelligence (AI) into our workforce should be the possible detrimental effects this technology may have on society. One single event could unleash its potential.&lt;/p&gt;

&lt;p&gt;Machine learning algorithms have proven useful in areas such as workflow management. &lt;/p&gt;

&lt;p&gt;For example, Uizard is a startup that has developed an artificial intelligence solution to turn wireframes into digital design and front-end code with less time spent by humans on repetitive tasks like coding layouts or designing interfaces from scratch. All without any significant increase in cost. Because most profit goes back onto improving the product itself rather than being skimmed off through salaries. &lt;/p&gt;

&lt;p&gt;Another company makes use of this technology called Code2Pix which generates user interfaces according to what your program needs. You can try out updates before deployment!&lt;/p&gt;

&lt;p&gt;Artificial intelligence is unlikely to take over app development, but it can be helpful for handling certain tasks. For example AI has the ability to turn a mockup into usable code and performs quantitative usability testing with accuracy because of its understanding that humans vary greatly in their behavior patterns based on past experiences or other circumstances beyond just how they interact with your website's design elements at any given moment during usage.&lt;/p&gt;

&lt;p&gt;Ai doesn’t automatically know what will work best when designing new features; instead you have access not only voices from people who have worked professionally within these industries before (UX experts), but also machine learning algorithms which “learn” about Usability through analyzing responses gathered across thousands upon millions&lt;/p&gt;

&lt;p&gt;With the increasing demand for computer programmers, developers and designers must find intelligent solutions with machine learning in order to automate monotonous tasks.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>chatbot</category>
    </item>
    <item>
      <title>What Programming Languages Are Used for Virtual Reality?</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Tue, 23 Nov 2021 08:01:04 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/what-programming-languages-are-used-for-virtual-reality-3mo2</link>
      <guid>https://dev.to/faizansiddiqui2122/what-programming-languages-are-used-for-virtual-reality-3mo2</guid>
      <description>&lt;p&gt;It is a well-known fact that there are many programming languages for creating computer software. However, not all these will work when it comes to VR development and coding because each one has its own unique features which have been specifically made so they could better fit this type of project.&lt;/p&gt;

&lt;p&gt;With only a few specific languages, the job gets done.&lt;/p&gt;

&lt;p&gt;Programming Languages Used for Virtual Reality&lt;/p&gt;

&lt;h2&gt;
  
  
  C
&lt;/h2&gt;

&lt;p&gt;C# is a versatile, multi-paradigm programming language that can be used for almost any task. It's most popular application in modern times has been through the Microsoft .NET framework which provides developers with various tools and platforms. Including Xamarin Studio as well as Unity Games Engine, making it possible to create video games. &lt;/p&gt;

&lt;p&gt;Unity is a great platform for building &lt;a href="https://www.appixels.com/ar-vr-development-services"&gt;virtual reality&lt;/a&gt; applications. It's also used in the development of 2D and 3D games, so extending this use case would not be difficult at all!&lt;/p&gt;

&lt;h2&gt;
  
  
  C++
&lt;/h2&gt;

&lt;p&gt;C++ is a popular, lower-level programming language that offers quick access to hardware. It's an ideal match for people interested in writing real world applications with their code instead of just making pretty graphics or games like many other languages can do well too!&lt;/p&gt;

&lt;p&gt;The Unreal Engine is a game engine used in some of today’s most popular video games and supports C++ language. It includes features that are designed to be the “most open and advanced real time 3D creation tool, delivering immersive virtual worlds."&lt;/p&gt;

&lt;h2&gt;
  
  
  Java
&lt;/h2&gt;

&lt;p&gt;Java is a language that can be used for anything from app development to robotics. It's been around since the early 90s and it still has over 50 million users today!&lt;/p&gt;

&lt;p&gt;The low-level aspects of the language mirroring memory management in C# and C++, along with its large set libraries make Java a great option for building virtual reality environments.&lt;/p&gt;

&lt;h2&gt;
  
  
  JavaScript
&lt;/h2&gt;

&lt;p&gt;JavaScript was one of the first languages to enable dynamic web development, which is why it's so popular in today’s browser-based virtual reality. WebXR Device API has made use of this language for delivering VR content on your computer or mobile device through an internet connection!&lt;/p&gt;

&lt;h2&gt;
  
  
  Swift
&lt;/h2&gt;

&lt;p&gt;Swift is the official language for Apple devices. While it may not enjoy mega popularity like some of the other platforms on this list, knowing how to create AR apps will be easy if you already have experience in Swift programming and can utilize their very own SDK called "ARKit".&lt;/p&gt;

&lt;p&gt;We know that developers are in high demand. When it comes to the question of what programming language you should use for your virtual reality or augmented reality program, this can affect how successful and engaging a project will be with them as well! &lt;/p&gt;

&lt;p&gt;That's why we looked into both options: some companies choose one over another depending on their skill set while others have no preference at all. It just depends if they already have enough people skilled up from scratch so there is minimal need to hire external talent.&lt;/p&gt;

&lt;h2&gt;
  
  
  Python
&lt;/h2&gt;

&lt;p&gt;The first five languages are the prime picks for virtual reality development. But Python deserves an honorary mention because it's easy to learn and will speed up your project, especially if you're using VR in the process of making one!&lt;/p&gt;

&lt;p&gt;Python is a programming language with several packages that can be used for building virtual reality applications.&lt;/p&gt;

&lt;h3&gt;
  
  
  How To Hire a Developer for Virtual Reality Projects
&lt;/h3&gt;

&lt;p&gt;To hire developers for a virtual reality project, you need to know how it works.&lt;/p&gt;

&lt;p&gt;You should be able to determine what tech stack is best for your project and which programming language will allow you the most flexibility.&lt;/p&gt;

&lt;p&gt;You should also look for developers with experience in game development as many virtual reality applications are on the cutting edge of technology. As with any type of high pressure project, your job candidates need knowledge about software development life cycle (SDLC) processes like agile methodologies which make them well-suited to working closely together throughout this process!&lt;/p&gt;

&lt;p&gt;The best way to ensure that your virtual reality project is completed in a professional and engaging manner? Outsource it!&lt;br&gt;
You can hire freelance talent, or even work with them remotely if you need more help on the ground. &lt;/p&gt;

&lt;h3&gt;
  
  
  Conclusion:
&lt;/h3&gt;

&lt;p&gt;It's important to choose the right programming language for your VR project, so that you can design it effectively. This will lead into creating engaging content with highest rates of retention and comprehension.&lt;/p&gt;

&lt;p&gt;Finding the right developer is key for any company, but it can be challenging if you don't know what questions to ask or where to look. Some businesses even outsource their development needs overseas in order to ensure quality control over time constraints.&lt;/p&gt;

</description>
      <category>vr</category>
      <category>programming</category>
    </item>
    <item>
      <title>Augmented Reality App Development and the iOS ARKit</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Thu, 18 Nov 2021 11:15:34 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/augmented-reality-app-development-and-the-ios-arkit-3pbl</link>
      <guid>https://dev.to/faizansiddiqui2122/augmented-reality-app-development-and-the-ios-arkit-3pbl</guid>
      <description>&lt;p&gt;&lt;a href="https://www.appixels.com/ar-vr-development-services"&gt;Augmented Reality&lt;/a&gt; is the next big buzz in mobile app development. AR enabled apps enable you to present digital data on top of real world objects for both developers and businesses alike; it has already begun disrupting many industries from retail, finance etc., with more opportunities ahead!&lt;/p&gt;

&lt;p&gt;Apple announced that their new Augmented Reality tool (ARKit) will bring AR apps to iOS 11, and with it a whole new world of possibilities for the future. This clearly means we can expect an all-out assault on our senses from them in terms of upcoming releases !&lt;/p&gt;

&lt;p&gt;What Is the ARKit?&lt;/p&gt;

&lt;p&gt;What is ARKit? It's a mobile augmented reality platform for developing apps on iOS. With great levels, session-based API it provides an easy to use set of features that are powerful and exceptional in quality! In another sense, you could say this framework allows us create extraordinary experiences with our iphones &amp;amp; ipads&lt;/p&gt;

&lt;p&gt;The output should be more engaging by using all five senses&lt;/p&gt;

&lt;p&gt;How Can Augmented Reality App Development Benefit Business?&lt;/p&gt;

&lt;p&gt;It was evident that the future is now with AR, and what better way than by looking at some of its most popular uses? Take for example how retailers showcase products in their stores. Retailers have always wanted to create an atmosphere where customers can envision exactly how something will look or function before they buy it - but now there's technology-driven ways you too could experience this! For instance: imagine sitting on your new couch only imagining all those details; then suddenly several transparent images appear around you showing off features like fabric types (polyester vs cotton), colors available plus sizes of furniture options.&lt;/p&gt;

&lt;p&gt;You can see why this is such a problem for businesses. It's also disconnected from what customers want, as they oftentimes don't know how something will look in their home or office without seeing it first hand.&lt;/p&gt;

&lt;p&gt;The augmented aspect that it adds is generally a certain advancement, like 3D images and sounds. This is because of how powerful they are in order to make the user feel as if there was more happening around them when really all you see or hear can be seen through their phone screen alone.&lt;/p&gt;

&lt;p&gt;Additionally with GPS data too which makes available prospects even MORE informative! And lastly by using Visual Inertial Odometry (VIO) via ARKit we're able track our surroundings better than ever before; making these apps easy. Perhaps something near impossible without such features!-- way for any person who wants information on what's going down right away.&lt;/p&gt;

&lt;p&gt;With VIO’s proprietary software suite, it is possible to combine camera sensor data with CoreMotion. For those using the latest generation iPhones or iPads running Apple A10 processors all they need now are some headphones and an ARKit compatible device like iPhone 7/8 Plus.&lt;/p&gt;

&lt;p&gt;Augmented Reality is a new and exciting technology that has the power to change how we view our world. The amazing thing about this? It's not just limited in one place, but instead can be seen everywhere all around us! This kind of innovation requires an iOS App Development Company who aims at delivering custom Augmented Reality apps for customers' needs--whether they're increased brand awareness or improved customer loyalty: For better experiences these companies offer top &lt;a href="https://www.appixels.com/mobile-app-development-services"&gt;mobile app development&lt;/a&gt; services so you get everything from start-to-finish without any hassle on your end.&lt;/p&gt;

&lt;p&gt;Augmented Reality apps allow businesses to take customers on a journey through the digital manipulative and interactive surroundings. The business can offer them what they would be able in reality if not for this new technology, which gives it more opportunities than ever before!&lt;/p&gt;

&lt;p&gt;How Augmented Reality Works&lt;/p&gt;

&lt;p&gt;Cameras and Sensors&lt;br&gt;
The user’s interactions with the device are recorded and sent for processing. Cameras on each of these devices scan their surroundings, which is used by our software to locate physical objects in real time 3D models that can be seen or interacted with just like you would see them if there was an augmented reality headset present!&lt;/p&gt;

&lt;p&gt;Processing&lt;br&gt;
AR devices are little computers on wheels. The modern smartphone is already implementing this functionality via its CPU, GPU and flash memory to store data as well as Bluetooth/WiFi for network connectivity which will enable us to estimate speed or angle in space with a GPS etc.&lt;/p&gt;

&lt;p&gt;Projection&lt;/p&gt;

&lt;p&gt;The minute projector on AR headsets projects data from sensors and displays digital content, the result of processing.&lt;/p&gt;

&lt;p&gt;The use of projections in AR partial bolsters it to bring a more realistic experience, especially when using commercial products or services.&lt;/p&gt;

&lt;p&gt;Reflection&lt;br&gt;
The AR devices come with mirrors to assist human eyes and allow viewing of virtual images. Some may have "collection or small curved mirrors," while others can also use double-sided mirror that reflects light into your eye for a precise adjustment on alignment, making it easier than ever before!&lt;/p&gt;

&lt;p&gt;Augmented Reality is the future of industry, and it's poised to have a big impact on many aspects of life. The augmented reality market will reach an estimated worth $83 billion by 2021 with different sectors benefiting from this technology in various ways!&lt;/p&gt;

&lt;p&gt;Medicine&lt;br&gt;
Augmented Reality apps are playing an integral role in the healthcare industry. They can offer a number of benefits, from viewing symptoms to assisting with veins - AR has helped make this process easier for many people!&lt;/p&gt;

&lt;p&gt;Gaming&lt;br&gt;
The arrival of Augmented Reality apps has allowed for a more interactive and fun gaming experience. With the ability to place players' first views into an elevated perspective, this new technology allows them not only see what's happening around them but also interact with it on their own terms!&lt;/p&gt;

&lt;p&gt;Real Estate&lt;br&gt;
3D technology has made it easier for people to access information about real estate properties without having any strings attached. This means that not only does this save time, but the real estate agent can also show off their listings in a way they never could before!&lt;/p&gt;

&lt;p&gt;Retail and Manufacturing&lt;br&gt;
Augmented Reality is a technology that can be used in different ways, such as helping businesses move customers through the purchase funnel. With Augmented Reality apps for retailers to create interactive brands and establish closer relationships with consumers by offering them an interesting user experience instead of just seeing ads all over your phone!&lt;/p&gt;

&lt;p&gt;Automotive&lt;br&gt;
Augmented reality is an app development that breaks boundaries and doesn't confine itself to the four walls of advertising. AR can be used for different purposes like creating a digital showroom, showcasing variants etc.&lt;/p&gt;

&lt;p&gt;Designing an ARKit-enabled car part is made easier by using 3D virtual models which can then be projected into view. This also makes optimization benefits available in MEtal and SceneKit, as well as third party tools like Unity or Unreal Engine.&lt;/p&gt;

&lt;p&gt;Types of Augmented Reality&lt;/p&gt;

&lt;p&gt;Marker-based AR&lt;/p&gt;

&lt;p&gt;Markerless AR&lt;/p&gt;

&lt;p&gt;Projection-based AR&lt;/p&gt;

&lt;p&gt;Superimposition-based AR&lt;/p&gt;

&lt;p&gt;Augmented Reality Devices&lt;/p&gt;

&lt;p&gt;Mobile Devices&lt;/p&gt;

&lt;p&gt;Special AR devices&lt;/p&gt;

&lt;p&gt;AR Glasses&lt;/p&gt;

&lt;p&gt;AR Contact Lenses&lt;/p&gt;

&lt;p&gt;Virtual Retinal Display&lt;/p&gt;

&lt;p&gt;Conclusion&lt;/p&gt;

&lt;p&gt;Augmented Reality is a way to extend the capabilities of businesses through advanced augmentation. This technology enables consumers with new and existing customers, alike have an interactive experience that goes beyond what they see on screen--it lets you talk directly into their world by means of two-way communication channels in which both parties can participate equally!&lt;/p&gt;

</description>
      <category>ios</category>
      <category>ipad</category>
      <category>programming</category>
    </item>
    <item>
      <title>Data Science vs. Machine Learning: What’s the Difference?</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Mon, 15 Nov 2021 08:02:58 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/data-science-vs-machine-learning-whats-the-difference-49m2</link>
      <guid>https://dev.to/faizansiddiqui2122/data-science-vs-machine-learning-whats-the-difference-49m2</guid>
      <description>&lt;p&gt;Modern society is heavily dependent on data. We produce more and more each day, with 2.5 quintillion bytes generated every single hour! Data can be found in all aspects of our lives - from manufacturing to medicine or education; it has incredible insights that help us get better results without spending as much time doing them (or anything else).&lt;/p&gt;

&lt;p&gt;Data science and machine learning are terms that get thrown around interchangeably when talking about making sense out of this data, but they're not the same thing. Data scientists focus more on what sets them apart from other professionals in their field - how you can use statistics or math formulas to analyze large amounts (and sometimes unruly) collections without manually coding up tedious regression models for hours at time; while ML developers like deep neural networks which aim seamlessly integrate signal processing techniques with Artificial Intelligence algorithms so machines think themselves into thinking humans do better than any human ever could!&lt;/p&gt;

&lt;p&gt;In this post, we will talk about the difference between them so that you can use them correctly. Let’s get started!&lt;/p&gt;

&lt;p&gt;What is Data Science?&lt;/p&gt;

&lt;p&gt;Data science is a highly interdisciplinary field that applies machine learning algorithms, statistical methods and mathematical analysis to extract knowledge from data. Moreover this complex discipline studies how to work with information by formulating research questions then collecting it in pre-processed formats before analyzing it so they can provide the results for display through visualizations.&lt;/p&gt;

&lt;p&gt;It's almost impossible to analyze the data that piles up every day. As AI becomes more powerful, we need new tools and techniques for analyzing it within human capabilities.&lt;/p&gt;

&lt;p&gt;Data science is a competitive field that requires one to have diverse skills. To be successful, they need an understanding of computer science and programming but also statistics, math and data visualization for their projects. A strong communicator with the ability to notice knowledge gaps will help them complete research-oriented tasks as well as seek out questions worth filling those in!&lt;/p&gt;

&lt;p&gt;Data science is a must-have for modern companies. It helps them to better understand their customers, optimize business processes and offer more compelling products with facts instead of just relying on someone’s opinion or intuition&lt;/p&gt;

&lt;p&gt;In today's world you can't beat data when it comes down to how well your company operates because information has become so prevalent in our everyday lives thanks largely due this new field called "data sciences." Data Sciences provides businesses not only accounting numbers but also hard numbers which give people an accurate representation about what they need going forward rather than guessing at whether something will work out positively before even starting - plus there are no errors involved since these surveys gather all relevant info straightaway!&lt;/p&gt;

&lt;p&gt;What is machine learning?&lt;/p&gt;

&lt;p&gt;Machine learning is the science of enabling computers to learn without being explicitly programmed. It has three main branches: supervised, unsupervised and reinforcement learning methods which are usually divided into different types based on their pros/cons. Learning happens by applying algorithms that run on data to perform pattern recognition or "learn" from it using techniques like association rule Mining, Data representation etc. Each ML group uses specific algorithms for doing this process while some others use filtering procedures instead but they're not considered as machine learners rather than algorithm designers. There's also something called Emergence Theory which says how patterns evolve over time.&lt;/p&gt;

&lt;p&gt;Today, machine learning algorithms are hyped in the media due to their ability to simulate human brains. Neural networks can analyze huge amounts of data and extract patterns or rules from it that will help with tasks like pattern recognition for instance - which makes them valuable when you want something accurate but don't have much time on your hands!&lt;/p&gt;

&lt;p&gt;The field of machine learning has been around for decades, but it's only recently that algorithms have become universal. Deploying these programs and monitoring their performance needs an explanation on how to do so correctly in a way which is useful across different datasets, something we call " reproducibility". It takes high quality models with reliable results as its output!&lt;/p&gt;

&lt;p&gt;Difference between data science and machine learning&lt;/p&gt;

&lt;p&gt;Data Science is the study of data, what it means and how to extract meaning from it. Machine Learning focuses on tools for building models which can learn by themselves using input data.&lt;/p&gt;

&lt;p&gt;A data scientist is someone who uses the power of algorithms to tackle tough problems. Unlike traditional researchers, these folks are constantly looking for new ways to improve their work and design better research methods that can be applied across different fields in order to produce reproducible results using experimental techniques like machine learning engineering or statistical analysis - all while being mindful about variables such as sample size!&lt;/p&gt;

&lt;p&gt;&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/rzqnx7py0catrh4bioye.PNG"&gt;Image description&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Skills that you need to enter these professions&lt;/p&gt;

&lt;p&gt;Data science and machine learning require a variety of different skills.&lt;/p&gt;

&lt;p&gt;Data Science&lt;/p&gt;

&lt;p&gt;Data scientists are often required to formulate and prove or refute hypothesis. That is why if you choose this profession, it's important for your background and approach problems systematically and methodically in order to succeed as a data scientist! Data Science teams publish papers reporting about their experiments which attracts public attention on the issues they work with so even those without formal education can find success here-as long as there isn't an academy project at hand.&lt;/p&gt;

&lt;p&gt;The more experience you have with data mining techniques, the better. It is also important to know math and statistics as well as programming languages like R or Python since these are often used in machine learning models for analyzing your company's marketing campaigns, or even predicting future trends.&lt;/p&gt;

&lt;p&gt;Machine Learning&lt;br&gt;
Applied mathematics is a key skill for any machine learning engineer. As soon as you start working on complex projects, your models will not work the way they should and it's up to find solutions with applied math knowledge like statistics or probability theory - if one has a good understanding of these fields then he'll be able to produce better results!&lt;/p&gt;

&lt;p&gt;For machine learning specialists, understanding how AI works and comprehending programming are essential skills. Python is the most common choice for this kind of work because it has been extensively used in many industries over time while Julia may become more popular with engineers who want to get into the artificial intelligence field on account of its speed compared to other languages like C or R.&lt;/p&gt;

&lt;p&gt;Machine learning is a fantastic field with so many opportunities for specialization. For example, if you want to work in natural language processing it would be beneficial to learn linguistics because that’s how computers understand what we say and do; however other areas like computer vision don't require as much linguistic knowledge since they're focused on pictures rather than words or sounds!&lt;/p&gt;

&lt;p&gt;What’s next?&lt;/p&gt;

&lt;p&gt;Now you know the difference between data science and machine learning. This will be useful knowledge for when things get tricky, so don’t stop learning!&lt;/p&gt;

&lt;p&gt;Other Resources: &lt;a href="https://www.appixels.com/data-science-vs-machine-learning"&gt;https://www.appixels.com/data-science-vs-machine-learning&lt;/a&gt;&lt;/p&gt;

</description>
      <category>datascience</category>
      <category>machinelearning</category>
      <category>programming</category>
    </item>
    <item>
      <title>6 tips to leverage your mobile app for business growth | Appixels</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Tue, 26 Oct 2021 11:26:10 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/6-tips-to-leverage-your-mobile-app-for-business-growth-appixels-2gjc</link>
      <guid>https://dev.to/faizansiddiqui2122/6-tips-to-leverage-your-mobile-app-for-business-growth-appixels-2gjc</guid>
      <description>&lt;p&gt;&lt;a href="https://community.growthhackers.com/posts/tips-to-leverage-your-mobile-app-for-business-growth"&gt;https://community.growthhackers.com/posts/tips-to-leverage-your-mobile-app-for-business-growth&lt;/a&gt;&lt;/p&gt;

</description>
      <category>android</category>
      <category>ios</category>
    </item>
    <item>
      <title>Why should app builder use app analytics..</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Fri, 22 Oct 2021 07:09:41 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/why-should-app-builder-use-app-analytics-28o1</link>
      <guid>https://dev.to/faizansiddiqui2122/why-should-app-builder-use-app-analytics-28o1</guid>
      <description>&lt;p&gt;&lt;a href="http://ezinearticles.com/10528929"&gt;http://ezinearticles.com/10528929&lt;/a&gt;&lt;/p&gt;

</description>
      <category>monitoring</category>
      <category>android</category>
      <category>ios</category>
    </item>
    <item>
      <title>Guide to Chatbot UI Design in 2022</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Thu, 21 Oct 2021 05:45:47 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/guide-to-chatbot-ui-design-in-2022-4fg3</link>
      <guid>https://dev.to/faizansiddiqui2122/guide-to-chatbot-ui-design-in-2022-4fg3</guid>
      <description>&lt;p&gt;What is chatbot?&lt;/p&gt;

&lt;p&gt;Chatbots are computer programs that simulate a chat with human users, especially over the Internet. Chatbots are usually used in dialog systems for various practical purposes including customer service or information acquisition.&lt;/p&gt;

&lt;p&gt;How do chatbots work?&lt;/p&gt;

&lt;p&gt;Ever wonder how your favorite TV show could have an automated chatbot to take care of you? Well, now it's possible! The latest craze in tech is artificial intelligence-powered bots that can hold conversations with real people. It may sound futuristic at first but these intelligent programs are here today and will be even more prevalent tomorrow as they become cheaper for consumers due their increased automation features like voice recognition or cloud computing (which stores data).&lt;br&gt;
The future looks bright...literally - because this technology should make life easier on everyone by giving us access to information when we need them most without having human interaction other than typing up questions&lt;/p&gt;

&lt;p&gt;What is &lt;a href="https://www.appixels.com/chatbot-ui-design-services"&gt;chatbot UI design?&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;UI stands for User Interface which prompts how users interact with an app or software through visual cues such as icons and menus- basically it's just what you see when you open something up. Chatbot UIs need to be designed in the same manner as websites and mobile applications. It is important that they are easy to use, visually appealing, provide an intuitive interface for users, and also look good on different devices.&lt;/p&gt;

&lt;p&gt;How do chatbot UI designer?&lt;/p&gt;

&lt;p&gt;It could involve anything that you think might work as a chat interface, whether through typing or speaking or touch, but it can also mean chat - as in multiple chat windows. What we're trying to communicate here is chat windows and text-based chat windows aren't mutually exclusive. It's perfectly fine for your chat interface to run alongside other interfaces: email checker, news aggregator, what have you. The common denominator here is how humans work with these different mediums and getting them all on the same page from a user perspective.&lt;/p&gt;

&lt;p&gt;Method of chatbot UI design&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Chatbots are very popular these days. If you don't know what they are or how to use them, your competitor will! It's important for any business person with internet presence in social media channels like Facebook and Instagram (or other forums) who is looking into new technologies that may benefit their brand image or customer experience - especially if this chatbot technology could provide some sort of interactive service where customers would be able answer questions about products/services offered by company through text-based conversations instead on reading long paragraphs asking each question individually; think Apple Arcade but only way better since there wouldn’t need an app store because everything.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Chatbots are easy to use for many different purposes. You can find out what your chatbot's main function is by doing marketing research, but it also helps if you know the type of users or customers that will be using them as well--knowing this information beforehand could help shape how best they're used in order meet those needs with ease!&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Chatbots are becoming more and more popular, not only for customer service but also as an integral part of many different aspects of our lives. If you want your chatbot to succeed in this fast-paced environment it is important that they interact with customers easily without any difficulty so follow some tips I've found helpful below: &lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;1) Keep up on social media trends or sign up today at Facebook Messenger Marketing Agency's new page! They provide great insights into how companies should be using these platforms &lt;br&gt;
2). Make sure the information provided by them about their product/service lines fit within what we expect from such systems &lt;br&gt;
3). Whether there has been enough time since launch before implementing anything&lt;/p&gt;

&lt;p&gt;A sleek chatbot UI design is essential for any company that wants to create an engaging user experience with their automated service. The function of this type of interface is mostly focused on making customer interactions easy and smooth without difficulty, like how Facebook's Messenger bots can answer basic questions about the weather or traffic conditions in real time! A good designer will need research into what kind messaging platform they'll be using (e.g., Slack) as well as historical knowledge about previous social media trends surrounding these types of applications before deciding whether it should include certain content like news updates from Twitter). &lt;br&gt;
If you're designing chatbots, then time investment is key. You have to research how customers will interact with your bot and figure out its main function—that's right! Your job isn't just making it easy for people talk about the weather or getting directions home; instead these are some steps I recommend when working on a UI (user interface) design pipeline: &lt;br&gt;
1) Create an interactive experience by using buttons that respond accordingly &lt;br&gt;
2) Designing interfaces in layers so each button has context &lt;br&gt;
3) Make every word count &lt;br&gt;
4) Be creative &lt;br&gt;
5) Narrow down potential questions before asking them&lt;/p&gt;

&lt;p&gt;Conclusion:&lt;br&gt;
Chatbot UI design is a hot topic these days as companies are looking for ways to make their customer service more efficient and effective. With the rapid progression of AI, chatbots have emerged as an interesting way to provide automated responses to customers in real time without human interaction. The best part about this type of technology? It’s completely customizable! Companies can use chatbot UIs to create personalized user profiles that will match up with your company values and brand identity. This means you don’t need any programming knowledge whatsoever – just some creativity and good ideas on what features would be useful for your business. Have you tried using a bot before or designing one yourself? If not, we hope our article has given you all.&lt;/p&gt;

</description>
      <category>chatbot</category>
      <category>webdev</category>
      <category>android</category>
      <category>ux</category>
    </item>
    <item>
      <title>Chatbot and CoronaVirus Awareness</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Wed, 18 Mar 2020 04:30:59 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/chatbot-and-coronavirus-awareness-1op4</link>
      <guid>https://dev.to/faizansiddiqui2122/chatbot-and-coronavirus-awareness-1op4</guid>
      <description>&lt;p&gt;My team recently deploy chatbot for coronavirus awareness&lt;br&gt;
Here is the link: &lt;a href="https://botsify.com/blog/coronavirus-chatbot/"&gt;https://botsify.com/blog/coronavirus-chatbot/&lt;/a&gt; &lt;/p&gt;

</description>
      <category>chatbot</category>
      <category>ai</category>
      <category>coronavirus</category>
    </item>
    <item>
      <title>How AI Chatbot will help?</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Thu, 12 Mar 2020 08:06:38 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/how-ai-chatbot-will-help-4600</link>
      <guid>https://dev.to/faizansiddiqui2122/how-ai-chatbot-will-help-4600</guid>
      <description>&lt;p&gt;Will AI chatbot help students to enrol in their desired courses?&lt;br&gt;
&lt;a href="https://the-faizancreative.tumblr.com/Chatbot-helped-10K-students"&gt;https://the-faizancreative.tumblr.com/Chatbot-helped-10K-students&lt;/a&gt;&lt;/p&gt;

</description>
      <category>chatbot</category>
      <category>ai</category>
      <category>students</category>
      <category>digitalmarketing</category>
    </item>
    <item>
      <title>AI Chatbot and Lead Generation</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Wed, 11 Mar 2020 11:13:13 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/ai-chatbot-and-lead-generation-446d</link>
      <guid>https://dev.to/faizansiddiqui2122/ai-chatbot-and-lead-generation-446d</guid>
      <description>&lt;p&gt;How much AI impact on lead generation? &lt;br&gt;
&lt;a href="https://botsify.com/blog/5-growth-marketing-strategies-your-business-needs-in-2019/"&gt;https://botsify.com/blog/5-growth-marketing-strategies-your-business-needs-in-2019/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>chatbot</category>
      <category>leadgeneration</category>
      <category>digitalmarketing</category>
    </item>
    <item>
      <title>Digital Marketing and AI</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Wed, 11 Mar 2020 05:27:57 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/digital-marketing-and-ai-28o3</link>
      <guid>https://dev.to/faizansiddiqui2122/digital-marketing-and-ai-28o3</guid>
      <description>&lt;p&gt;AI is going to change the strategies completely of digital marketing at a whole new level and i am working on digital marketing applied AI&lt;br&gt;
&lt;a href="https://botsify.com/blog/student-engagement-conversational-ai/"&gt;https://botsify.com/blog/student-engagement-conversational-ai/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>chatbot</category>
      <category>digitalmarketing</category>
      <category>machinelearning</category>
    </item>
    <item>
      <title>How to improve customer support services by using AI?</title>
      <dc:creator>faizan siddiqui</dc:creator>
      <pubDate>Mon, 09 Mar 2020 07:35:59 +0000</pubDate>
      <link>https://dev.to/faizansiddiqui2122/how-to-improve-customer-support-services-by-using-ai-537m</link>
      <guid>https://dev.to/faizansiddiqui2122/how-to-improve-customer-support-services-by-using-ai-537m</guid>
      <description>&lt;p&gt;How can AI FAQ Chatbot helped students enroll for the program?&lt;br&gt;
&lt;a href="https://botsify.com/blog/"&gt;https://botsify.com/blog/&lt;/a&gt;&lt;/p&gt;

</description>
      <category>chatbot</category>
      <category>aichatbot</category>
      <category>botsify</category>
      <category>whatsappchatbot</category>
    </item>
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