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The Ultimate AI Skills Every Developer Needs in 2024

The Ultimate AI Skills Every Developer Needs in 2024 Scroll Down to Read Introduction The global artificial intelligence market size was valued at $150.2 billion in 2023 and It is expected to multiply in the upcoming years backed up by rising investments in artificial intelligence (AI) technology.    The size of the global market for artificial intelligence is expected to increase between 2023 and 2030 at a compound annual growth rate (CAGR) of 37.3%. It’s expected to increase to $1,811.8 billion by 2030. AI is expected to contribute $15.7 trillion to the global economy by 2030.    AI and big data are at the top of the priority list for many tech organisations. According to a report by IBM 34% of companies are using AI and 42% are exploring AI. Automated debugging programs are the most common AI tool used by tech companies.    The above stats prove that Artificial intelligence (AI) is rapidly changing the world of technology and will not stop anytime soon. As AI is getting more advanced every single day, it’s becoming important for developers to have a strong understanding of AI and its capabilities.    Working professionals in all fields not just in tech must know about AI. The range of AI tools available for developers in tech is increasing significantly in the market. To stay up in the field the developers must figure out which AI tools and technology will fit best for their specific role.   In this article, we’ll explore the ultimate AI skills that every developer will need in 2024 to stay ahead and succeed in the rapidly evolving world of technology.  Table of Contents Introduction What is Artificial Intelligence? Why are AI skills essential for developers? What every dev should know about AI in 2024 LLMs:  LangChain: Machine Learning & Data Science Basics: Artificial Intelligence for Front-End Developers Artificial Intelligence for Back-End Developers Is Learning Artificial Intelligence Worth in 2024? What is Artificial Intelligence? Artificial intelligence makes it possible for computers and other devices to replicate human intelligence and problem-solving skills.AI has the capability of carrying out tasks that usually require human intelligence or help, on its own or partnering with other technologies (such as sensors, geolocation, and robotics).    Examples of AI in the news and our daily lives are digital assistants, chatbots, GPS navigation, driverless cars, and generative AI tools like Open AI’s Chat GPT and Google’s Bard. Why are AI Skills essential for developers? AI is a crucial aspect of modern technology. As it develops, AI is incorporated into more and more sectors of the market, including Financial, Healthcare, Transportation, Education, Marketing, Agriculture, and many more.   Developers with AI skills have an extra competitive edge in the job market. To get a better opportunity the developers in 2024 must learn AI skills. AI is transforming businesses and companies require developers who can implement AI techniques and solutions to promote creativity and solve challenging issues. By learning AI Skills developers can see a pay increase and stay ahead in this ever-changing digital world. What every dev should know about AI in 2024 In 2024, the developers must focus on mastering AI skills to stay updated and ahead of the market. Some of the essential AI skills for developers include: LLMs: Large language models are the types of AI models that can process and generate human-like text and they also power AI applications like Chat-GPT, Google Bard and Liner. The Chat-GPT uses GPT-4 and Google Gemini LLM for the bard.    Every developer must understand how to use LLM and natural language processing tasks like text generation, sentiment analysis, and content recommendation.   Some basic questions to know about any given LLM:   How the LLM is optimised?  What are the types of LLM? How does LLM work? What types of Safety and privacy measures are taken? LangChain: LangChain is a cutting-edge technology that combines blockchain and AI to create secure and transparent LLMs. It is a framework for developing applications that are powered by LLM. Developers should learn, understand and make themselves familiar with LangChain to build decentralized AI applications and ensure data privacy.    The Langchain framework exists in several parts:   Langserve: LangServe makes deploying and maintaining your application simple. Langsmith: LangSmith is a platform for building production-grade LLM applications monitoring and debugging them.    By using the LangChain framework developers can create AI Applications like Chat-GPT and more. The Python and Javascript Libraries contain the basic core and functionality of the framework.    With the help of langChain, Developers can incorporate fully functional Gen AI systems and even existing LLMs into unique apps.  Machine Learning & Data Science Basics: Developers should have a solid knowledge of machine learning and data science concepts to work effectively with AI algorithms and models. Understanding topics like supervised learning, unsupervised learning, and neural networks is important for incorporating AI techniques.  When it comes to machine learning there are some topics every developer should know:  Machine learning algorithms influence three categories of machine learning as follows:   Supervised learning: In this type of machine learning, machines train to identify patterns and predict results using labelled datasets.   Unsupervised learning: It is a type of machine learning that learns from Data and statistics without human supervision. Reinforcement learning: Reinforcement learning is the science of decision-making. It is about learning the optimal behaviour in an environment to obtain the maximum reward and punishing undesired ones. The basic principles of data science are often easier to understand than those of artificial intelligence. When it comes to Data Science there are some concepts every developer should know :   Statistics and probability: Learn the basic mathematical concepts to calculate the behind theory of testing and data distribution. Data visualization: Prepare yourself to utilise or refer to libraries and data visualisation tools such as Matplotlib, Seaborn, and Bokeh. Data preprocessing: It is a process of converting raw data into a usable and understandable format. Artificial Intelligence for Front-End Developers AI for front-end developers… Continue reading The Ultimate AI Skills Every Developer Needs in 2024

Building An Online Cloud Kitchen: A Floor-To-Seal Guide 2024

Building An Online Cloud Kitchen: A Floor-To-Seal Guide 2024 Scroll Down to Read Introduction With the growing demand and popularity of cloud platforms, the food and restaurant industry is undergoing digital transformation to the cloud kitchen. The preference for online food delivery services has been gaining popularity at a tremendous rate. In 2022, the global market value of online food delivery services was calculated at $128.32 billion and is expected to grow to $159.46 billion by 2027.    Moreover, with an increase in the use of smartphones and easy access to the internet, the new generation seeks a convenient lifestyle. These factors resulted in the growth and demand for facilities like cloud kitchens or ghost kitchens. According to Research And Markets’ Cloud Kitchen Market report, the global market value of cloud kitchens stood at US$ 63.9 Billion in 2022.   The Russia-Ukraine war:    at least in the short to medium term, impacted global economic recovery from the COVID-19 epidemic. The conflict between these two countries has resulted in economic sanctions against several countries, a rise in commodity prices, and supply chain disruptions, resulting in inflation across goods and services and hurting numerous markets throughout the world. While the market value for the same is projected at $125.5 billion by the year 2028. This means the cloud kitchen market is expected to grow at a CAGR of 11.91% from 2022 to 2028.   As a result, many restaurants and diners are expressing a shift from their traditional dine-in facility to a cloud-based delivery-only service.   Several cloud kitchen startups are emerging to tap into this new, promising, and highly scalable F&B market. However, you’ll need to consider the type of business model, and adhere to certain guidelines, and prerequisites to build a successful online cloud kitchen. But before that let’s take a look at cloud kitchen meaning. Table of Contents   Introduction What is Cloud Kitchen? How does a cloud kitchen work? Types of cloud kitchen business models. How to start a cloud kitchen? Benefits of starting a Cloud Kitchen. Codesis Bottomline: Online Cloud Kitchens are shaping the future of Restaurants. Conclusion What is Cloud Kitchen? Cloud Kitchen, also known as Ghost Kitchen, Virtual Kitchen, Home Kitchen or Dark Kitchen, is shaping the restaurant industry with its new format. A Cloud Kitchen is a restaurant that delivers food or allows takeout and does not offer traditional dine-in facilities. They accept orders via their website, app, or various food delivery platforms.    Due to their no-dine-in features, existing restaurants can be easily transformed into cloud kitchens with minimum or zero cost. Many people are turning to cloud kitchens to take advantage of their scalable possibilities and experimental spaces.    Another appealing fact about cloud kitchens is that more than one restaurant brand can operate under the same roof. For example, a multi-brand cloud kitchen allows an Indian-food restaurant owner to run another restaurant from the same establishment.  How does a cloud kitchen work? A cloud kitchen generates its revenue in a similar way to traditional restaurants i.e. by selling food. The main difference lies in their operating procedure.    Based on a delivery-only format, cloud kitchens solely rely on online orders placed via their websites, apps, and other delivery platforms. Due to this reason, the cloud kitchen concept is considered effortless by most. The Cloud Kitchen also take orders from offline customers only for take-away   Generally, most cloud kitchens use Point-of-sale (POS) software to manage their virtual kitchen, accept orders, and process deliveries. For multi-brand cloud kitchens, the POS software is integrated with third-party food aggregators to process and analyze orders in bulk quantity.    The POS system notifies the specific kitchen based on the order details. It also updates the order status by notifying the customers and assigning delivery agents, making operations efficient and seamless.   Types of cloud kitchen business models The main objective of every cloud kitchen is the same, to deliver food ordered online. However, there is a difference in how these processes are executed. Based on the type of execution, cloud kitchens can be divided into several business models. Standalone Ghost Kitchen or Dark Kitchen    These are commercial kitchens owned by a single restaurant. The restaurant owner is responsible for providing kitchen equipment, staff, delivery, and marketing.   A standalone kitchen generally specializes in one or two cuisines and has fewer items on its menu. Therefore, standalone kitchens have a small workstation, generally an average of 300 square feet.    Most of the time, standalone kitchens rely on third-party food delivery platforms for operation.     Multi-brand Kitchen or Co-Working Cloud Kitchen The flexibility of a cloud kitchen business model allows its owners to facilitate more than one restaurant under its roof.    A multi-brand cloud kitchen opens opportunities for business expansion by facilitating restaurants specializing in different types of cuisines. Thus attending to a wide range of customers. Their kitchen workspace is comparatively larger than standalone cloud kitchens.     Example – Curefoods, a cloud kitchen startup in Bangalore. Virtual Restaurants   These type of restaurants exists only in the virtual world. They develop brands and menus by analyzing data and studying local demand.    Although they utilize an existing restaurant to carry out their operations, virtual restaurants provide a completely different menu from the existing restaurant. As a result, virtual restaurants are a great way to experiment with new dishes and ideas.    Example – Canada-based cloud kitchen operator, JustKitchen has signed a royalty-based agreement with an Indian company to provide virtual kitchen services.   Kitchen as a Service (KaaS)   The name speaks for itself, Kitchen as a Service are cloud kitchen offering small restaurants with kitchen equipment and a chef crew. They prepare food for other restaurants and brands while the businesses oversee marketing, sales, and delivery.   Example – RestoLabs Hub and Spoke    A Hub and Spoke cloud kitchen is a central kitchen that prepares the food partially cooked. It is then shipped to outlets for their final touch before sending… Continue reading Building An Online Cloud Kitchen: A Floor-To-Seal Guide 2024

7 Game-Changing Benefits of Custom Software Development

7 Game-Changing Benefits of Custom Software Development Scroll Down to Read Introduction Are you looking for the benefits of custom software development?   In today’s digital world, it is essential and very crucial for a business to have its website. In today’s ever-changing world Businesses or companies cannot survive without digitalising their product on the web by making a web app or a website. Creating a web or mobile app for your business can be a big hustle. Choosing the right type of software which meets your business needs is very important. Many types of software are available in the market such as Off the shelf and Custom software.   Off-the-shelf software is often a quicker and simpler solution, but it does not always meet the specific needs of companies in many industries. This is where Custom software solution comes into the picture. A well-established software IT company can create great custom software for your company which meets your business needs and turns your dream app idea into reality.   Companies in the e-commerce, big data, logistics, finance, and healthcare sectors, to name a few, have a great demand for tailor-made applications.    All of this industry show the strong need for custom software development. So why is it so popular?   In this article, we will discuss everything about custom software development, its benefits in the market and how to choose the right software development firm for your business. Table of Contents What is custom software development?   Benefits of custom software development Personalisation/ Tailored- Solutions: Scalability: Cost-effectiveness: Security: Flexibility:  Integration: Reliability: How to choose the right software development company for your business? Conclusion What is custom software development? Custom software development is a type of software development which is developed and designed according to the unique needs and requirements of the company or an individual. It is software created with the tailored needs of the company, unlike off-the-shelf software where the software is often mass-produced, standardised software that is ready to use immediately after it is installed on a computer.   For example:   A 5-star hotel company needs software to manage their guest and staff and pay them their salary and they want to customise it in a unique way for their company, which off-the-shelf software does not offer. This is where custom software development comes into the picture. With the custom software, it is possible to create applications or software according to the specific needs of the hotel which will be unique.  It’s also important to note that the development stage is not the end of the custom application development process. It involves testing, launch, and post-launch maintenance and support in addition to implementation, ensuring that your product will function precisely as you require. Benefits of custom software development As we have discussed before there are huge numbers of benefits of custom software development. Let us now discuss the key benefits of Custom software development. 1. Personalisation / Tailored- Solutions: As we have discussed before, a company or an individual can create or build custom software that meets their requirements and unique needs. Custom software is designed so that it is easier to integrate it with your business activities, improving productivity, and streamlining workflow, unlike the one-size-fits-all software solution.   The level of personalisation ensures that your business operates effectively and creatively while staying ahead of the times.    For example, when we first begin software development at Codesis Technologies, we thoroughly analyse your company to understand its demands, workflow, and requirements. Going one step further, we used the data and information from our research, along with the personalisation and specifications you requested, to produce an outline of the software.    This gives us the confidence to begin developing the software and ensures that the final product will meet your vision.  2. Scalability: Businesses change, and your software should too. Because custom solutions are naturally scalable, adding new features or functionalities is simple and doesn’t interfere with ongoing business operations. Because of its flexibility, your technology is future-proof and will develop with your company. An Off-the-shelf solution would be a wrong choice for these tasks.   You can develop scalable solutions that adapt according to your expanding business requirements by using custom software development services.   For example: Consider a call centre start-up which has a capacity of 500 calls per day but suddenly due to high demand in users the calls go up to 800 calls, This spike in demand often causes slowdowns, sluggish response times, and sometimes even crashes the server. To handle this situation smoothly, having a flexible and personalised CRM is crucial. This is where custom software comes into the picture. it’s the superhero that can put solutions into place quickly and help the business expand without problems.  3. Cost-effectiveness: The initial investment for developing custom software is much higher than the readymade off-the-shelf software available in the market. although, if we see it in the long-term it provides cost-effectiveness over time. You won’t have to spend money on extra features or several licences because you will only pay for the things you need. This can also optimise costs and utilisation of resources.   Whereas, if you choose an off-the-shelf software, it does not provide assistance, support and maintenance after its purchase or launch. This means that the company will require more money and extra staff to maintain all of these things. Adopting custom software eliminates all of these requirements because the maintenance and the after-launch support are provided by the development team which helps in cost-effectiveness in the future. 4. Security: In today’s world, the security of tech has become an important factor and it is very crucial to have a secure application or web app to maintain and secure your sensitive data, especially for healthcare, banking, financial and manufacturing companies. It is essential to implement strict and strong security majors in custom software development to protect user data as well as sensitive data of the company. Strict access control, encryption… Continue reading 7 Game-Changing Benefits of Custom Software Development

The Ultimate Guide to Recruiting Full-Stack Developers for Your Web Project

The Ultimate Guide to Recruiting Full-Stack Developers for Your Web Project Scroll Down to Read Introduction Recruiting Full-Stack Developers for your web project? In today’s fast-paced digital world, securing top-notch candidates for your tech team is paramount. Whether you’re a startup or an established venture, the expertise of a skilled full-stack developer can immensely benefit your business or company.   This guide looks at why a full-stack developer is an essential matter that brings many benefits. Moreover, it provides useful recommendations on how to improve your recruitment. If you’re just beginning to dip into tech-recruitment; if you simply desire to boost your project with an outstanding full-stack engineer – this guide is for you! Let’s get started and learn how to recruit right and raise your web development project to the next level! Table of Contents What is Full-stack development? Who is a Full-Stack Developer? Responsibilities of a full-stack developer Why recruit a Full-Stack Developer? Best Tips for Recruiting Full-Stack Developers Technical Skills Evaluation References and Quality Evaluation Conclusion What is Full-stack development? Full stack development refers to expertise in both front-end and back-end technologies, allowing a developer to work on a complete web application development process. This consists of managing server-side programming, databases, APIs, and consumer interface, incorporating each Client-side and server-side programming, hence understanding both stack technologies is crucial for building a complete web application.   A full-stack developer is skilled in languages such as HTML, CSS, and JavaScript for front-end development, in addition to languages like Python, Ruby, PHP, Java, or .NET for Back-end development, therefore possessing the versatility to handle diverse factors of software development. Additionally, familiarity with databases, version control, and deployment processes is necessary for this position, bearing in mind the end-to-end implementation and maintenance of web applications. Who is a Full-Stack Developer? A full-stack developer, as the name suggests, is a person with relevant knowledge of front and back-end development. This implies that they can work on everything to do with a web project including user interface design, and server-side coding. They are skilled in both front-end web development and back-end languages including HTML, CSS, React, Python and Javascript Responsibilities of a full-stack developer.   A full-stack developer has the main duty of developing and maintaining web apps. As such, they design, develop, and deploy web solutions that address business and user requirements.   Full-stack developers know of front-end and back-end technologies that allow them to handle all aspects of a website project. They also have the role of making the website or application friendly to the users, attractive, and functional.   Full-stack developers are the people who are termed ‘multi-framework programmers’ and can engage in all areas of projects such as client, server, and databases. They become important components during the solution construction.   Why recruit a Full-Stack Developer? A complete-stack developer could be an asset for your commercial enterprise. Some of the motives why you need to recruit a full-stack developer in your net challenge include the subsequent. Versatility and Efficiency: Full-stack developers are informed in front-end as well as back-end technologies and therefore, they’re very powerful and versatile. Such, they could deal with the whole thing related to an internet mission – from the user interface design to the server-aspect coding. The flexibility can prevent time and assets as you’ll no longer be required to rent separate builders for the front-end and lower back-end responsibilities.   Cost-Effective: It is also financially prudent in your business to recruit a full-stack developer. We have already indicated that you don’t have to employ exclusive builders for the front-end and back-end tasks so it will save you money in future. Besides, full-stack developers have a large understanding of technologies that enable them to manage various work and consequently recruiting more experts is not essential.   Faster Development Process: By incorporating a full-stack developer into your team, you can count on that improvement to be achieved quickly. They are professionals in front-end web development and Back-end technology and as a result, they can take care of all factors of a website thus minimizing the verbal exchange and coordination between distinctive builders. This, therefore, creates an extra-centred and direct procedure of development.   Best Tips for Recruiting Full-Stack Developers Define Your Project Requirements: Before you start looking for a full-stack developer, it is crucial to define your challenge necessities. This consists of understanding the scope of your venture, the technologies you may need, and the talents and revelations you are looking for in a developer. This will help you cut down your search and find the proper candidate for your assignment.   Look for Experience and Skills: When recruiting a full-stack developer, it’s miles important to look for every revel in and skill. A full-stack developer desires to have strong facts on front-end and Back-end technologies and revel in working on comparable tasks. Look for applicants with various portfolios and enjoy lots of technology.   Conduct Technical Assessments: To make sure you are recruiting a ready full-stack developer, it’s miles essential to conduct technical checks throughout the recruitment method. This can consist of coding annoying conditions, technical interviews, and different tests to evaluate a candidate’s abilities and information. This will assist you in deciding if a candidate has the important skills to deal with your project.   Consider Cultural Fit: While technical abilities and experience are vital, it’s also critical to keep in mind cultural fit even when recruiting a full-stack developer. This technique lets you discover a candidate who aligns with your company’s values and tradition. This can assist in ensuring a great running court and decorating group dynamics.   Utilize Online Platforms: There are numerous online systems and activity forums devoted to tech recruitment. These systems help you in achieving a much broader pool of candidates and make the recruitment way more efficient. Some popular systems for recruiting full-stack developers embody LinkedIn, Indeed, and Stack Overflow. Technical Skills Evaluation: Designing Skills: A Full-stack developer’s prowess in growing a responsive design is paramount. This… Continue reading The Ultimate Guide to Recruiting Full-Stack Developers for Your Web Project

What is the Custom Software Development Lifecycle?

What is the Custom Software Development Lifecycle? Scroll Down to Read Introduction In this rapidly digitising world, technology has a big impact on our daily lives. Everything today is digital. It’s no surprise that almost all businesses and companies, including well-established enterprises, rely on Custom software development and Custom Software Development Lifecycle to take their business to the next level and operate online. Table of Contents What is a custom software development lifecycle (CSDLC)? Why is SDLC important? Custom Software Development Life Cycle Stages Ideation and Planning Design Implementation and Development Testing and Deployment Launch and Maintenance Conclusion Custom software is developed for companies according to their specific requirements and unique needs. The development of custom software that fulfils particular needs and features of the company follows a specific cycle known as the Software Development Life Cycle (SDLC).   In this article, we dive into the process and stages of the software development lifecycle and its importance in the custom product development industry.     What is a custom software development lifecycle (CSDLC)? The custom software development lifecycle refers to the process of creating custom software and its maintenance. The software development lifecycle is a 5 stage process which plays a key role in product making and its delivery to ensure that the end product suits the requirements of the company. These stages streamline the process of product development by aligning several factors like deciding budgets, quality assurance, demands, UI UX design, deployment and launch of the product. Various companies use different types of lifecycle models like agile development, waterfall, RAD, and V-Model.  Why is SDLC important? Many IT software development companies prefer SDLC. The SDLC is Cost-effective and time-efficient which helps in product making and delivery for the IT companies. The ultimate goal of the Software development lifecycle is to minimize the risk for the product in product development and also help in future planning to meet the expected requirements.   SDLC helps in defining the structure and steps of product development and does not conclude until every step is fulfilled. The key advantages of SDLC are quality assurance, Risk management, Cost control, Time management, Customer satisfaction, Scalability and maintenance. The most important advantage of the SDLC lifecycle is that it gives us control over the process to some extent and ensures that the end software satisfies all specified requirements.   Custom Software Development LifeCycle Stages: 1. Ideation and Planning:    Every project needs a solid idea and to execute the idea successfully planning is very crucial for every project. That is the reason the first step in the software development lifecycle starts with Ideation and planning. This step not only gives us an idea about the client’s visions but also gives us the power to plan and execute them according to the tailored needs and requirements of the client.   At this step, we understand the client’s business needs and requirements. We thoroughly study and research the business of the client, analyse the business process, identify pain points, and decide the goals and targets of the business It also involves selecting the right methods to implement, analysing the available resources, identifying the challenges which may come, estimating the project’s size, and most importantly estimating its cost.   Feasible analysis:    Requirement Gathering:    At this stage, we gather all the necessary information about the client’s unique needs and requirements. It ensures that the software developers and designers get the proper idea of the client’s vision and execute the product accordingly avoiding any discrepancies.   Requirement Analysis:   After all the necessary information has been gathered in the first step, the information should be analysed in the following step by the developers.   The team members creating the software must take their time to develop ideas for the project’s functional and technical components.   Team members then analyse how achievable the requirements are to remove any unwanted thing in the plan.   2. Design   Once the project planning and ideation are done we can now start designing the product according to the client’s needs. This step involves creating wireframes and prototypes to get a better understanding and visualization of the user interface of the project and its functionality. At this stage, we improve the design and functionality of the product by taking the client’s feedback and requirements before moving to the development stage.  The software structure and its architecture depend on the Software requirements document to prepare design documents.   These are:    SDS (System Design Specification), which features a physical design. DDS (Design Document Specification) features a physical design.   These documents include most of the designs that include metadata, Data flow diagrams and many more.   3.  Implementation and Development:    The coding phase is the foundation of software development. At the point when design elements of the software development cycle are complete, the DevOps team will set up the servers and the software developers will start writing the code. The Development team will write the source code and will also integrate APIs into the application from the backend to meet the functionality and design requirements set out in SDS and DDS.   Development teams use programming languages, programming frameworks and best practices to build the core functionality of the software. Developers also need to keep in mind the demands and unique needs of the clients. Once the design has been developed and the functionality of the software has been set, the custom software product will now enter the testing phase.     4.  Testing and Deployment:   During the testing phase of the software development Lifecycle. The Tester will test the product to see whether it is working or not as intended before releasing the software. To do this the tester will write down the test cases and test scenarios and will start executing the test accordingly. From here, the tester will start validating all the requirements and make sure everything works as expected.    The testing is usually a loop. When the developers finish… Continue reading What is the Custom Software Development Lifecycle?

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