What is AI (Artificial Intelligence) ?

30th Mar, 2020
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What is AI (Artificial Intelligence)?

A lot of such technologies are evolving in the recent IT (Information Technology) sector in the world. At that time, Artificial Intelligence (AI) and Machine Learning (ML) are at the top of such technologies.

If the gift of nowadays modern technology is 'Artificial Intelligence-AI'. Today the world of technology is expanding and with the development of new technologies, its efficiency is also increasing. At the same time, the prevalence of human labor and technology with AI (Artificial Intelligence) is increasing.

AI (Artificial Intelligence) radiates and addition human potentials, they increase productivity and are moving from simple reasoning towards human-like imaginary abilities. To understand the impact of Artificial Intelligence (AI), it important to learn lessons from failures and past successes, as well as to hope its future potential and directions are legal, ethical and socio-economic implications.”

Uses in different-different industries of Artificial Intelligence

In many fields including sociology, math, biology, neuroscience, psychology, computer science, philosophy, commerce, transport, and utilities.

UNCONVENTIONAL GUIDANCE OF AI (ARTIFICIAL INTELLIGENCE)

Artificial is a simple unit of composed neural networks. Each unit usually does a very simple calculation like an addition or an application of a simple function. It takes input from many other neurons and a mass or collection of things that data that comes in and sends it downstream to other neurons. These things are connected in a kind of network. Every single computer on the planet operates through algorithms.

We are unaware of the use of 'Artistic Intelligence' in the medical industry, but in some medical institutes, doctors are now being given artificial intelligence training. So that the disease can be diagnosed as early as possible. For example, to identify cancer cells from our normal cells.

In addition, the most common use of AI today is camera filters. These filters provide you with instantaneous motion, as well as your imagination of what type of scene fits into any photo you give.

AI in HealthCare

Developed an algorithm with drugs that detect 8 variables in diabetic patients to determine if hospitalization is necessary.

The app, called BilScreen, uses smartphone cameras, ML tools, and computer vision algorithms to detect increased levels of bilirubin in a person's eye sclera (white area), which is used to diagnose people with pancreatic cancer. This cancer has no known symptoms, so it has the worst prognosis of all cancers.

In Entertainment

Apps like Netflix and Amazon that we use in our day-to-day life are just one of the best templates for AI. The ML algorithm determines where users recommend shows and products based on the user's progress and compares them to other users. General Chat Chat Lounge

Mathematical rules have become so smart over time that users want to buy a product as a gift, for themselves / or note, or for different family members' different choices.

Artificial Intelligence Trends In Various Sectors

HealthCare
Finance
Manufacturing
Retail
Entertainment
Data Security
Automotive

HealthCare
- Medecision developed an algorithm for the detection of cancer cells.
Finance
- Mastercard company use AI Decision Intelligence Technology to analyzed various data point to detect insidious and tricky transactions.
Manufacturing
- Landing.ai claims to have created machine – vision tools. That tools find microscopic defects in objects like circuit boards using an ML. Because the ML algorithm trained using tiny volumes of sample images.
Retail
- AI can be used in the retail industry, from identifying customers to personalizing promotions and inventory management.
Entertainment
- Every day in life we saw a familiar application of AI with services like Amazon or Netflix wherein ML algorithms are analyzed users activities and compare them to other users.
Data Security
- AEG (Automatic Exploit Generation) is a bot. AEG can determine whether the software has a bug that may cause security issues is exploitable. If a vulnerability is found then the boat secures it automatically.
Automotive
- TeslaBot introduced by Tesla Automobile, Tesla models S and X are integrated with intelligent virtual assistance that’s allowing users to interact with the car from tablets or phones.

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C awarded Programming Language of the Year 2019

Programming language C could be forty-eight years previous, however, it's still massively relevant for developers nowadays and, by one life, still additional standard than Python. everyone thought that Python would become TIOBE's artificial language of the year for the second consecutive time. however it's sensible previous language C that wins the award this point with Associate in Nursing yearly increase of two.4%. Runners up square measure C# (+2.1%), Python (+1.4%) and Swift (+0.6%). The TIOBE Programming Community index is an Associate in Nursing indicator of the recognition of programming languages. The index is updated once a month. The ratings square measure supported the number of practiced engineers world-wide, courses and third-party vendors. standard search engines like Google, Bing, Yahoo!, Wikipedia, Amazon, YouTube and Baidu square measure accustomed calculate the ratings. it's vital to notice that the TIOBE index isn't concerning the simplest artificial language or the language within which most lines of code are written. that is per Tiobe's January 2020 language quality index. Tiobe, which bases its rankings on queries on major search engines, awarded C Programming Language of the Year 2019 title as a result of it saw a rise of 2.4% in queries over the past year. The C language was created by school pioneer Dennis Ritchie within the Seventies whereas at Bell Labs. he is additionally attributable because of the co-creator of OS together with Ken Thompson. lately C is employed within the development of operational systems, embedded systems, and applications. It's thought-about the primary fashionable and transportable artificial language, having been ported to nearly each system design and software system. To Learn C Programming Language in Surat Join Creative Design & Multimedia Institute

Getting Started with iOS App Development

The Ultimate Guide to iOS App Development: Creating Apps from Scratch Introduction of iOS App Development iOS App Development has become an essential IT -Tech industry skill. With a growing number of users and a rapidly growing and high-paying app market, creating applications for Apple devices offers exciting opportunities. In this section, we’ll explore every step of iOS development, from basic to advanced, brainstorming ideas, and launching your app. What is iOS App Development? iOS App Development involves creating software specifically for Apple’s iOS platform, which powers the iPhone and iPad. Ios Application Development includes different kinds of tasks, such as coding, designing user interfaces, and integrating features that utilize the unique capabilities of Apple devices. Why is iOS App Development important? Quality User Base: iOS has a large user base that appreciates quality applications. By developing this platform, you can tap into a rewarding market. Large Platform Integration: Apple products work well together, allowing developers to create applications that leverage features across devices, such as iCloud and Apple Watch. Supportive Community: The iOS App Development community is vibrant and filled with resources, making it easy to find help and share knowledge. Setting Up Your Development Environment Required Software for iOS App Development To get started with iOS development, you need the following tools: Xcode: This powerful Integrated Development Environment (IDE) is essential for building iOS applications, offering tools for coding, debugging, and designing. Swift: This modern programming language created by Apple allows for safe and efficient coding with a clean syntax. Simulator: Integrated within Xcode, this tool helps you test applications across different iPhone and iPad models without needing physical devices. Installation Steps Download Xcode: Get Xcode from the Mac App Store, ensuring your OS is compatible with the latest version. Create an Apple Developer Account: While you can start development without an account, publishing apps on the App Store requires an account, which comes with an annual fee. Learn Swift: Spend some time getting familiar with Swift before diving into app development, as understanding the language will streamline the process. The iOS App Development Process Step 1: Generate Idea Every successful app begins with a solid idea. Here are some tips for brainstorming: Identify a Problem: Think about common issues people face. Your app should aim to address a specific problem or enhance an existing solution. Research the Market: Analyse existing applications in the App Store. Understand what users like and dislike to inform your approach. Define Your Audience: Knowing your target audience will guide your design and feature decisions. Step 2: Planning and Design Wireframing Creating wireframes is crucial in the planning phase. Wireframes outline your app’s layout and flow, helping you visualize user interactions. UI-UX Design A well-designed user interface is key to keeping users engaged. Here are some guidelines: Keep It Simple: Strive for clarity in design. Limit interactive elements to avoid overwhelming users. Ensure Consistency: Use a matching color scheme with your app and typography throughout the app to create a harmonious experience. Incorporate Feedback Mechanisms: Provide visual or auditory feedback after actions, such as tapping a button, to enhance interactivity. Step 3: Development Setting Up the Project In Xcode, create a new project using the appropriate template, whether a Single View App or a Tabbed App. Coding Your App Start coding with Swift, focusing on key concepts: MVC Architecture: Understanding the Model-View-Controller design pattern helps separate the app’s data, user interface, and logic. UIKit Framework: Familiarize yourself with UIKit for building your app's user interface, including buttons, labels, and table views. SwiftUI: This modern framework allows for declarative UI development, simplifying the process across all Apple platforms. Implementing Features Begin adding core features to your app: Networking: Use URLSession to make network requests and fetch data from APIs. Data Storage: Choose a suitable storage solution, such as UserDefaults for small data sets or Core Data for more complex structures. Animations: Enhance user experience with animations using UIKit or SwiftUI. Step 4: Testing Ensuring your application functions correctly is vital. Consider various testing strategies: Unit Testing: Develop unit tests to check each component of your code. Xcode’s XCTest framework can help with this. UI Testing: Simulate user interactions to verify that the app’s interface behaves correctly. Beta Testing: Distribute your app to a small group of testers before the official launch to gather feedback and address issues. Step 5: App Store Submission Once your app is polished, it’s time to submit it to the App Store: Prepare App Store Assets: Create app icons, screenshots, and a compelling description highlighting your app's features. Fill Out App Information: In App Store Connect, provide details like the app name, category, and pricing. Submit for Review: Submit your app for review, and Apple will evaluate whether it meets their guidelines. Launch Your App: Once approved, your app will go live on the App Store. Promote it to attract users and gather initial feedback. Best Practices in iOS App Development 1. Write Clean Code Maintain clean and readable code for collaboration and future updates: Use meaningful variable and function names. Write comments to explain complex logic. Break large pieces of functionality into smaller, reusable components. 2. Optimize Performance Performance is key to user satisfaction. Here are some strategies: Profile Your App: Use Xcode’s Instruments tool to monitor performance and identify bottlenecks. Optimize Images: Use appropriate image sizes and formats to reduce loading times. Minimize Memory Usage: Release unnecessary memory, especially when handling large data sets. 3. Emphasize Accessibility Creating an accessible app is crucial. Implement features like: VoiceOver Support: Ensure compatibility with screen readers. Dynamic Type: Allow users to adjust font sizes for better readability. Color Contrast: Use color combinations that are easily distinguishable for users with color blindness. 4. Prioritize User Privacy With growing data privacy concerns, protecting user data is essential: Transparency: Inform users about data collection and usage. Data Security: Use encryption for sensitive information and follow best practices for storage. Advanced iOS App Development Topics 1. Integrating Machine Learning Machine learning is increasingly relevant in mobile apps. Core ML allows you to integrate models easily, adding features like image recognition or natural language processing. 2. Working with Augmented Reality (AR) ARKit provides tools to create immersive augmented reality experiences that blend digital elements with the real world. 3. Swift Package Manager Swift Package Manager simplifies managing code dependencies, allowing seamless integration of third-party libraries. 4. Continuous Integration and Continuous Deployment (CI/CD) Implementing CI/CD practices streamlines development, ensuring your app is always in a releasable state. Common Challenges and Solutions 1. Debugging Issues Debugging can be challenging. Use Xcode’s tools to set breakpoints and inspect variables to save time in troubleshooting. 2. Keeping Up with Changes Apple frequently updates its tools and frameworks. Stay informed by following industry news and participating in forums. 3. Managing User Feedback Gathering and managing user feedback is crucial after your app is live. Use analytics tools to track behavior and preferences. Starting your journey in iOS App Development can be highly rewarding. This guide provides the knowledge and skills needed to succeed, from understanding the development process to launching your app. By focusing on user experience, writing clean code, and continuing to learn, you can create applications that not only meet user needs but also shine in a competitive market.