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The automotive industry will never cease to grow technologically with each passing day. Numerous automobile manufacturing firms choose to make their processes efficient by adopting automation, AI, ML, and IoT. To make it happen, several automotive software development companies assist the automotive industry. Our tech experts conducted a review of the most powerful automotive product development companies. While researching, our team identified that different companies fall under different categories of technological advancement. We have classified the companies into three levels based on their degree of use of modern technology. Read on as we walk you through it! Here is the list of top automotive software companies 2023 1. RisingMax - Automotive Software Development Company RisingMax’s scope of services is rich and consists of developing solutions for Connected & Internet Cars, Telematics, , Smart Bikes, Navigation & Mapping, HMI, and Security. On scrolling through their technology section, modern technologies like blockchain, AI & Machine Learning, Cloud Computing, AR/VR, Big Data, and IoT. EV Charging RisingMax is amongst the most trusted and result-oriented automotive engineering companies. Backed by a highly experienced team of developers, testers, and business developers, the company is rising as a citadel of excellence. The client reviews, testimonials, and case studies exhibit their level of expertise. Amazingly, it has proved to be the right development partner for many automotive companies and successfully delivered numerous projects. To back our research, we analyzed the relevant case studies on the company’s website. 2. Intellias - Automotive Software Company With the advent of trends like connectivity, electrification, and shared mobility, automotive engineering consultancy firms like Intellias are carving a special place in the marketplace. The company offers phenomenal automotive software development services by leveraging the potential of technologies like , AI & ML, Big Data, and IoT. blockchain The company’s solution suite consists of autonomous driving & ADAS, digital cockpit, connectivity & telematics, and automotive back-end systems. The company has been delivering production-grade software used by OEMs and Tier 1 suppliers across the globe. Various automotive companies trust Intellias for their safe and AI-based software. Additionally, its eye-grabbing success stories and genuine client reviews further strengthen its position and reputation as an automotive engineering consultancy firm. We would now like to take you towards seeking an answer to a central question. After all, you are here not just to know about the top automotive engineering companies but beyond that, too. 3. Suffescom Solutions - Automobile App Development Company Suffescom Solutions is another company that caught our attention. The company offers web & mobile app designing, development, and digital marketing services. One of the prime reasons behind Suffescom Solutions being counted amongst the top automotive product development companies is its ability to deliver solutions possessing stunning designs and functionality. Moreover, the company’s customer-centric approach makes it stand apart from the crowd. The team of developers at Suffescom Solutions knows the knack to build highly functional platforms for the automotive industry and match their modern needs. Its real-time solutions have assisted many automotive companies in obtaining the perfect result. Besides, the client reviews tell a lot about their expertise and approach towards developing the right solutions. 4. Deloitte Deloitte is one of the most reliable and tech-driven automotive software development companies that have transformed the automotive sector with their modern solutions. This product company has introduced revolutionary services to the automotive world and assisted many companies by bringing them to the forefront. 5. Infopulse Infopulse offers a full cycle of automotive software development services that are highly flexible and scalable. Its 30 years of presence in the market has allowed many automotive companies to leverage its expertise and outgrow the competition. The company’s software development processes are based on A-SPICE, AUTOSAR, ISO 26262, and MISRA-C++ standards and best international practices. Being one of the top automotive engineering consultancy firms, Infopulse is at a dominant position and has earned massive recognition for its back-to-back successful projects. The company ensures faster time-to-market, greater productivity, and increased revenue generation for its clients. Its automotive competencies include embedded in-vehicle infotainment (IVI) systems, telematics, , security solutions, and blockchain solutions. NFC systems 6. McKinsey McKinsey is one name that drives growth and deserves a place on the list of automotive technology and engineering consulting firms. While it continues to grow with each passing day and serve the automotive industry, it is sure to remain one of the best automotive product development companies. McKinsey has a broader scope of services and caters to a vast automotive clientele to offer them what they require. The firm renders automotive by helping them prepare for uncertainty, reshaping their value proposition, and expertise for market entry & network expansion. It's software products enable automotive companies to automate their processes and find solutions to the growing demands. OEMs 7. Belitsoft Belitsoft has earned recognition, and this is why we have added the company’s name amongst the best automotive engineering services companies. Its software development solution includes repair management, parts management, job cost, production management, technician tracking, AR management, and scheduling. A case study present on their website tells how efficiently the company developed a custom SaaS ERP and CRM platform for car service stations. By the end of 2017, the platform recorded its use by 200+ customers of its clients. Amazingly, the platform is available in English, French, and Spanish versions. Moreover, the clients’ feedback empowers its position and will keep on assisting it to maintain its rank to be considered as one of the most reliable automotive engineering consultancy firms. 8. KandaSoft KandaSoft bags the seventh position in our research for listing the top 9 automotive engineering services companies. Its dedicated team and agile development process enable it to develop faster to market software solutions for the automotive industry. The company involves full-cycle application development services, including Cloud engineering & optimization, Analytics & Big Data solutions, AI & Machine Learning implementation, and 24*7 maintenance & support. The firm has provided scalable solutions to innumerable automotive companies and modernized them massively. And this makes way for the company to secure a good position and recognition amongst automotive engineering consulting firms. The client reviews and testimonials say a lot about their expertise and the trust they have made amongst the clients by providing world-class software products. 9. ELEKS ELEKS offers custom automotive engineering services. Companies that have made a mark as the developers of software products for the automotive industry have ELEKS amongst them. The company’s services include process & technology consulting, predictive & prescriptive analysis, idea validation & PoC, and custom automotive software solutions. ELEKS utilizes trending technologies like Data Science & Machine Learning, Blockchain, Internet of Things, advanced Data Analytics, Telematics, and more. Its rich portfolio exhibits its domain expertise and knowledge about developing software that provides maximum benefits to an automotive company. 10. OrangeMantra Last but not least, OrangeMantra is a solution provider for brands and OEMs. The company builds and designs highly engaging and user-centric automotive software for startups and big companies. The team works on technologies like IoT, AR/VR, ML, Blockchain, and more. This is what enables them to deliver custom automotive software solutions. The company’s expertise comprises Connected & Internet cars, EV Charging software, Smart Bikes, Telematics, Autonomous & , Navigation & Mapping, IoT & Embedded solutions, and more. The integration of modern technology makes OrangeMantra one of the top-rated automotive engineering consulting firms in modern times. ADAS How Automotive Software Will Play a Disruptive Role in the Industry? Autonomous vehicles are on their way to becoming a reality, and the given fact has already increased the pace of the industry’s growth. With so much modernization happening in the market, automotive software will grab the lion’s share of the market growth. Internet of Things The Internet of Things connects a thing with other things and will play a crucial role in the future of the automotive industry. The technology is efficient in enhancing user experience by integrating with smartphones and watches while making way for the voice recognition feature. Application of IoT in The Automotive Industry 1. Real-Time Vehicle Telematics 2. Cellular Vehicle to Everything (CV2X) 3. IoT based Predictive maintenance 4. In-vehicle Infotainment Artificial Intelligence Artificial Intelligence is already enhancing the user experience across other industries, and the automotive industry is no exception. IoT interconnects various devices and renders a more personalized experience to the drivers while integrating entertainment functionality. V2V Innovations Vehicle to vehicle innovations will allow cars to send data to each other through wireless networks. A sharp decrease in the number of accidents will follow the feature by transmitting information even before humans can see or assess the condition. Health Monitoring Health monitoring devices will monitor distracted driving and fatigue. The technology will be linked to IoT and devices like fitness trackers and other health apps. Moreover, the technology will also be integrated with the car’s software. Automated Vehicles Automated vehicles will soon be a reality and will automate all the driving functions. Presently, the latest car models are integrated with automatic braking sensors, parking cameras, and self-parking capabilities. Mobility as a Service (MaaS) will come as an alternative to actually owning a car and those who do not drive often. People will be able to have a car with them with a few clicks. This eliminates the need for people to own a car. Mobility as a Service Engine Transformation In the coming years, electric vehicles will put an end to traditional cars. Moreover, this transformation will positively impact the environment, and people will begin to adopt them by giving up diesel or petrol cars. Summing Up: Times will never remain the same, and neither will the list of automotive technology and engineering services companies. However, we have strived to bring the most updated list to you. Although the automotive industry has delayed adopting technology, you can avail early bird advantage of acting now for your automotive company. We hope this list of the best automotive engineering consulting firms will scale up your company’s operations, streamline disparate processes, increase productivity & efficiency. And this will happen since you must have furnished yourself with appropriate information on which automotive software company to choose from the list of automotive product development companies. We would keep you updated with our latest research and reviews so that you stay one step ahead of others. Happy reading!

10 Best Automobile Software Development Companies Worldwide 2023

Las 10 mejores empresas de desarrollo de software para automóviles del mundo

Global market for IoT will grow 457 billion by 2020. Here we look at the Top 7 IoT app development companies based on several metrics like customer reviews, usage of the best IoT technological stack, providing the Enterprises increased scalability, cost, and connectivity. The following IoT app development companies lists are chosen based on various metrics like customer reviews, product scalability, work culture, expertise level in the IoT development services and so much more. 1. CONTUS Founded in 2008, CONTUS is the leading Software as a Product company with digital engineering services. CONTUS bagged a recent award “the best place to work” from Business Sight Media. It has two pillar products, one is Vplayed - a video streaming solution and Mirrorfly- a real-time chat app for Enterprises. Among the several IT services, CONTUS is a pioneer in providing IoT app development services.
 They have worked for several global clients and successfully implemented IoT projects like supporting the Mumbai Smart City, building IoT sensor app for the leading automobile industry, IoT based sprayer technology for Smart Agriculture and so on. Highlights: Skilled In-house Team with post-production support as well Supports powerful cloud services like AWS, Azure and IBM’s Bluemix Provides scalable IoT Solutions with Data Analytics features and uses robust protocols like MQTT, XMPP,CoAP for building a disruptive IoT application 2. Mobidev Mobidev is a software development company for startups and large enterprises. Being in the market for more than a decade, they provide you top IoT software solutions. Mobidev helps to build a full-cycle IoT development with right infrastructure, backend across web and desktop applications. They also help to create UI/UX design for IoT devices. As an IoT app development company Mobidev supports multi-cloud services for IoT applications that integrate industrial IoT solutions into the existing infrastructure. Highlights
: 350 + IoT products launched so far. Provides Smart connectivity with robust IoT software architecture model Predictive Analytics Edge Computing 3. Mobiloitte Mobiloitte provides end-to-end solutions from Enterprise level to small businesses, digital agencies, and startups. Started in 2004, it is a web/mobile consulting and development firm, which have so far developed 4750+ websites and mobile apps for global customers. With the best IoT development solutions and services, they create a hi-end IoT app, turning normal devices into a smart devices. A high skilled IoT developers with several years of experience in the IoT industry, they help to leverage any business to get great ROI. Highlights
: IoT Gateway Development IoT Cloud Solutions Provides IoT consultancy services IoT Testing & Support 4. Hakuna Matata Solutions Hakuna Matata Solutions is a 14 plus years old IT services firm with a focus on Digital Transformation & Product Engineering. It has two products 1. Shop floor automation and 2. Field Force Digitization. Their development approach is design-led engineering. Hakuna Matata solutions specialize in IoT application development for industry use cases. Having worked with large companies like Caterpillar, Saint Gobain & Maersk, they have developed extensive knowledge & expertise in implementing industry IoT applications for use cases like Asset tracking, Inventory management, product traceability, Predictive maintenance, OEE, etc. Highlights: Industry 4.0 platform for OEE & Predictive maintenance Expertise in IoT Platforms like Microsoft Azure IoT, AWS IoT & Google Cloud IoT Capabilities in IoT Hardware programming & Device design Expertise in Consumer IoT & Industrial IoT applications 5. Leewayhertz : LeewayHertz provides an end to end IoT app development services with new-age and out of the box solutions for their clients. They provide voice-enabled IoT development solutions with IoT data analytics services. They are expertise in building IoT wearable devices. Among the other IoT development companies, LeewayHertz offers a complete IoT roadmap from business ideas to deployment across multiple platforms like web, mobile applications. They are into firmware and software development from Requirement analysis, providing design and solution engineering to proof of concept. Highlights: IoT Architecture Development Backend & API Development Support & Maintenance IoT app security consultancy 6. Algowid Aglowid helps to transform the Enterprises into smart IoT mobile app services for building a smart eco-system. Their IoT app development services provide solutions for all IoT business verticals. They build IoT for smart homes, apps for connected cars with enhanced security features. It also facilitates machine to machine communications easier through IoMT, Internet of Medical Things for the Healthcare sector. They help to integrate multiple technology domains seamlessly into one single application. Highlights
: Peer to Peer solutions On-Time Completion of the Project Transparency Quick Support 7. Rapidsoft Technologies Rapidsoft Technologies provides industry focused IoT application development services. It offers services across several business verticals like smart home, agriculture, food sector, and Banking & insurance industry. It facilitates enterprises from large to small or start-ups by providing high-end IoT application development services and solutions. It offers IoT connectivity sensors and their cloud server helps to eliminate any dependency on local machines Highlights
: Large dedicated IoT developers team Quick, flexible and cost effective on-time delivery 24X7 support 8. Belitsoft Belitsoft is a client-oriented IoT software development company that delivers high-quality software and products since 2007. Belitsoft provides IoT app development services and offers a real-time IoT scheme to scale up the business revenue and decrease the cost effectively. It helps to build a connected world through Wi-Fi, Bluetooth, GSM network, IoT protocols with their IoT services. Belitsoft creates high operative solutions that increase the efficiency levels of mobile applications. Highlights
: Generate effectively IoT Revenue Streams Improve productivity Explore the capabilities of IoT Analytics services Offers Cost effective solution Wrapping Up These are some of the top IoT application development services providers which are providing expertise IoT solutions for global customers. With the smart city projects on the high, digital world is moving towards building a smart ecosystem. Already the technology giants in the silicon valley using these IoT disruptive techniques in many use cases successfully. The implementation of , manufacturing unit, agriculture and more industries helps to transform digitally. Internet of things will continue to drive change in a various business vertical over the next decade. IoT solutions in healthcare

IoT App Development Companies Collection

Top Custom Software Development Companies 2018

You’ve spent months building your product, getting it to the market, promoting it on social media, gaining your first hundred paying users. You are already planning the new killer feature, when the development team sends you and email about… ? Seriously? refactoring Don’t be so quick to reject them. Refactoring is often misunderstood and undervalued. But if you approach it wisely, it will definitely pay off. We at deal with similar situations almost monthly, being a vendor. In this article we will explain the concept of refactoring, how to see whether your project needs it, and give advice on how to handle it best. Belitsoft software development What is refactoring? Contrary to the widespread opinion, . A professional software development company will always deliver solid work. Moreover, they will cover it with tests and use the modern microservices architecture to improve the overall quality of the application. refactoring has nothing to do with rewriting poor-quality code Now that we’ve got that out of the way, here’s how refactoring was defined by the authors of the defining work on the subject: ” M. Fowler, K. Beck et al. “A change made to the internal structure of software to make it easier to understand and cheaper to modify without changing its observable behavior, Simply put, refactoring means making small changes which but make it more understandable and clean. As a beneficial side effect, optimization might increase your app’s performance. don’t affect how the code works — this is the aspect that refactoring improves the most. If a software product is growing it has to streamline its codebase. Otherwise adding new features and optimizing it for new users will become a long, slow and costly process. Scalability While it requires some time and money, the costs are negligible compared to benefits. And it is a prophylactic work that should be ongoing if you want to avoid the exorbitant costs when the emergency happens. We don’t question whether we need to brush our teeth, so why treat our projects differently? Refactoring is similar to brushing teeth. Why can’t you write clean code within the current budget and timeline? There are three main reasons. . In the beginning, neither the product owner nor the developers can predict how their software will evolve over time. The team works as well as they can in the information vacuum, but they can’t prepare their code for everything. Thorough business analysis and writing a detailed Requirements Document could take months or even years. Only a few clients have this much time. Unclear requirements A startup team needs to release their product quickly to test it in the real world and start receiving user feedback. The success is far from certain, so spending time and money on the perfect code is pointless. The fast solution is more valuable than flawless one. Time constraints. The project team is usually composed of developers with varying levels of experience. It is a sound decision from a financial point of view — simple tasks should be done by less expensive junior developers, while the senior programmers focus on the more complex issues. Moreover, different coders implement features differently. This creates inconsistency which also makes the code harder to read. Different experience and coding styles. All those reasons create the so-called “ .” Left unchecked it will drag your product down and cost you money. technical debt Prudent deliberate technical debt is the best case scenario, meaning that the company consciously prioritizes speed over code readability and intends to “pay the debt back” later. So how does it affect my product? As the project needs extra features, more and more new people will join the team. Each of them will need time to get familiar with the codebase. The time that you, as the product owner, will be paying for. Digging through unrefined mudball of code takes quite a while and costs accordingly. The code will become more complex as the application develops. Each new feature will require more time to implement, integrate and test. Refactoring helps mitigate this. How do I know if my product needs refactoring? If your product has transitioned from the MVP stage and needs new features, you should budget some developer time for refactoring. However, if you don’t plan to develop your product after release, you can leave it as it is. Polishing the code in advance is usually a bad decision. It could slow the team down, devour the budget needed for more important things and draw the team’s focus away from addressing the needs of the users. From the development perspective, Bryan Helmkamp at Code Climate created a telling you to do it. good set of markers . If there is something you can do to get immediate rewards, why put it away until tomorrow/next week/never? It takes some skill to understand whether a certain change will pay off now, but experienced programmers can usually make the right call. Refactoring speeds up the current task . Like the point one, if there is a quick change you can implement which helps make the code cleaner, go for it. It is quick and easy : if a certain code snippet causes your team trouble three times, it is time to put some work into making it simpler. This way the developers will improve things that actually slow them down. The three strikes rule . If refactoring it later would take a reasonable amount of time, you can get back to it when you have the opportunity. But if cleaning the code in future would need a whole day or more, better do it now. Technical debt tends to accumulate interest. You are creating a problem which might cause more than a day to solve Why haven’t my vendor told me about refactoring? Assuming your project really needs refactoring, there are two leading reasons. The first one — they were actually doing ongoing refactoring, but never mentioned it to you. The time and budget for it could have been logged as part of other tasks. Sometimes the team doesn’t inform the customer about it because they don’t want to bore them with technical matters, as it is a . And sometimes the client is extremely uncooperative, so they do what they need to without having to argue. The second one — they don’t care and are happy to give you higher and higher estimates as long as the dollars keep flowing. Eventually, the costs become prohibitive and the client decides to switch to another vendor. But by that point, everyone would suggest rewriting the system from scratch, because it would be both cheaper and easier. Don’t dig yourself into a hole, if you have doubts — ask. Being open with the customer is vital to having a healthy long-term working relationship. So ideally all the work should be done with client’s approval. Refactoring best practices There are ways to ensure maximum return on your investment in refactoring. . As the teams grow, this becomes especially important, because new members can become productive faster. It is done over the course of each sprint and is easy enough to not affect the production schedule. Ongoing improvements in code readability . Features requiring more time to improve are put there so the product owner and the team can gauge the size of the debt and choose the right time to deal with it. “Technical debt” backlog . Every 2–3 sprints and with the customer’s approval the developers take a week to concentrate their efforts solely on clearing the outstanding issues on the “technical debt backlog”. “Refactoring week” . Sometimes customers worry that changes in the code might break some of the features. To avoid that have a suite of automated unit tests which will prevent any unpleasant surprises. Unit-testing Technical debt backlog So should I let them refactor my product? Yes, if you want to keep it. No, if you won’t scale the product or if you want to follow the 4-point startup plan. Source: South Park Protect your investment and spend some money on maintenance. After all, the big guys like Facebook, Google and Instagram are doing it.

Refactoring for business owners: understand it and do it right

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Hello, in the first article of this series, I will examine the KNIME data science software. I will also explain how to install the KNIME application, which is written in Java and built on Eclipse. This application can prepare data science and artificial intelligence applications with workflow-style visual programming, and it can be configured on widely used GNU/Linux systems.  I will review its usage with a machine learning application and save the application I prepared in a Github repo. KNIME KNIME Analytics is a data science environment written in Java. This software allows visual programming in the form of a workflow using various nodes and is an application that allows to development of a data mining application even without knowing advanced coding. It has a very diverse and rich plugin center and is used quite often in academia as well. It is an extensible data science platform where user-created scripts and codes can be used as well as visual programming. KNIME is a cross-platform software that supports installation on many operating systems. You can click the to download. In this article, I will review KNIME for GNU/Linux distributions only. link Configuration You can extract the archive of the KNIME application to the desired location. tar.gz ~$ tar xvf knime-analytic-?.?.?.tar.gz -C /opt/knime All libraries and plugins for KNIME are available in the directory. There is a binary file named and you can start the application using it. But it needs to work. Knime java JAVA 11 KNIME Analytics works with Java 11 and higher. For this reason, you can install either or packages for KNIME. Depending on the distribution you use, you can easily download and install these JDKs from the main repository. openjdk-11 openjdk-latest For example, for RHEL based ones; ~$ sudo dnf/yum install java-11-openjdk # or java-latest-openjdk Or Debian based ones; ~$ sudo apt install openjdk-11-jdk # or default-jre Another option I can suggest here is the liberica JDK versions published by Belsoft. These are open-source and freely distributed Java JDK versions. You can download and install JDK with many options such as standard and full package. You can find installation scripts or archives [on this page] ( ) for many operating systems. For KNIME Analytics, standard JDK-11-lts is sufficient. For Linux, we need to download the tar.gz package and extract it to a directory. Then the and variables are updated and the Java installation is completed. https://bell-sw.com/pages/downloads/#mn JAVA_HOME PATH ~$ mkdir -p ~/libertica-jdks
~$ tar xvf /path/to/downloaded-jdk.tar.gz -C ~/libertica-jdks/

~$ export JAVA_HOME=~/libertica-jdks/jdk-11.?.?
~$ export PATH=$PATH:JAVA_HOME/bin
## after this
~$ java -version JDK is available in this session. If you want to use it in this location all the time, you should add the lines exported for JAVA_HOME and PATH to your or file if you are using zsh. .bashrc .zshrc After the Java installation, it is sufficient to go to the directory where KNIME is installed and run the script. If you have more than one JDK installed on your system, you can specifically give the path to JDK-11 with . ./knime ./knime -v /path/to/jdk-11/bin If you want to create a for this; dektop entry [Desktop Entry]
Type=Application
Name=KNIME Analytic Platform
Description=Data Science Environment
Exec=/path/to/knime-folder/knime_4.?.?/knime
Icon=/rpath/to/knime-folder/knime_4.?.?/icon.svg
Categories=Development;Science;
terminal=false You can create a file named and save the entry to the relevant location. If you have a problem with the exec command. You can give a shell script that runs the ./knime script as a parameter in the command. If you are using Wayland as a display server, you may have problems with the application. For this reason, you can add the line to your configuration file or or whatever shell you are using, or inside your script file that starts KNIME. If you're already using x11, you won't have any problems. For example, the shell script that starts KNIME; ~/.local/share/application/knime.desktop exec export GDK_BACKEND=x11 bashrc zshrc #/bin/bash
export GDK_BACKEND=x11
./knime -v /path/to/java-jdk-11/bin may form. Extension Installations The KNIME application had many extensions. The high number of users and its extensibility are the most important factors that bring it to the top, among other data mining applications. You can open the interface by selecting from the menu in the application. You can install it by searching for the add-on you want. For example, you can install the plugin that should be used to connect to the Twitter API and pull data. It will be installed with the necessary dependency packages. The application will need to be restarted before it can read new plugins. Install KNIME Extensions... File KNIME twitter connector Then you can search for the node you want from the section and add it to your project. Node Repository Machine Learning Application with KNIME In this section, a ready-made dataset will be used to prepare a machine learning application. A data mining workflow will be created with KNME nodes by using the dataset named in the . The project is created with from the menu. HCV Data Dataset UCI Machine Learning Repository new project File Node Repository I add my file to the project by searching or from the section. Similarly, I search for the transactions I want to do and add them to my project and run them, and at the end of each operation, I give the output as the input of the next node. file reader csv reader Node Repository When I right-click on the nodes, I configure the operation and then run it. When I right-click again, I can see the output of the node as a result of the operation under the menu. The node below outputs the normalized table and model. Normalize The operations performed in this application can be seen as follows. The operations performed in this application can be seen as follows. In the application, the data in the CSV file was first read with the node and the categorical values ​​such as were given to the node to be converted into numbers. The output of this node is given to the node to extract the Id and categorical gender values. The output dataset is given to the node. The dataset with 0-1 normalization was given to the node to be divided into 70% training and 30% testing. A model was created by giving the training dataset from the parts to the node. This model and test dataset was tested by giving it to the node. And the output of the node has been transformed into a table with the comparison matrix and score values ​​related to the performance in the node. csv reader sex category to number column filter Normalize Partitioning RProp MLP Learner MultiLayerPerceptron Predicter Scorer When our perceptron model was tested with 1 hidden layer and 10 neurons, it was seen that our comparison matrix and performance values, respectively; It seems to be a very successful model, here the dataset was not raw data. The performance of the data preprocessing on the data set was 98% accurate. Preprocessing is an important factor for model performance. If you create a model with the raw data set, you can see that you cannot achieve high success. Due to the preprocessing of this dataset; Reviewed with R Sample dataset review with Smote Outlier cleaning with R boxplot Second-time dataset with SMOTE balancing You can find this project and its dataset in the repo in the link. Resources and Project Github repo HCV Data Dataset Originally published . here

How to Install the KNIME Analytics Data Science Software

“I have a dream” that one day all forms of online gambling will be possible on the blockchain and users won’t need casinos or anyone else to withdraw, deposit and bet/win. I sat down with Mr Tornike Razmade for an exclusive “Behind the startup” interview to talk about his story, his journey, and the future of the online gambling industry. In this interview, we spoke about the tech scene in Georgia, how crypto is disrupting the gambling industry and what trends and challenges he sees in the future. 1.  Welcome to our “Behind the Startup” series. Tell us about your story and your journey into the tech industry? When I was seven, I got my first computer IBM XT 286. After that day I wanted to know everything about computers. My father did some coding back then, and I used to sit next to him watching all those strange combinations of “words” and “symbols”, and I knew that I wanted to learn it. From that moment on, I’m still learning. During my career, I’ve Worked on several web development companies. Created a couple of custom made content management systems and worked with open sources. I’ve grown from working on simple projects by myself to being a team leader in the best crypto casino in the world. Despite my managerial position, I write code daily with my team of more than 20 software engineers. 2.   Tell us about the story behind Fortune Jack , and the experience of building a successful tech startup in Georgia? Fortune Jack’s first website was launched in 2014, and it was one of the first crypto casinos in the world. During the same time, we launched our Dice game, which was the first provably fair game on our platform. After the positive feedback from the community, the dice game got updated along with the website. Fortune Jack Casino is designed for both; experienced gamblers and the novices alike. The key to our success is our constant growth and continuous learning, which translates into a fast, engaging, secure and entertaining gaming experience. We listen to the community and try to deliver the products they want while offering innovative ideas and products to our community and listening to their feedback. This is our work philosophy and culture through which we deliver the best products in the market. Aside from that, Georgia is extremely welcome to all things blockchain and the government actively promote the use of cryptocurrencies. 3.  Has crypto-gambling industry evolved over the past years? What market opportunities, challenges and trends do you see in the future? Like everything else in the modern world, crypto-gambling is evolving all the time, and I believe that our products contribute to the innovations and changes in the industry. We try to make positive changes by being the Casino that emphasizes fairness. We spend much time designing and developing provably fair games and advancing the concept, so it becomes more engaging and exciting. As Martin Luther King would say “I have a dream” that one day all forms of online gambling will be possible on the blockchain and users won’t need casinos or anyone else to withdraw, deposit and bet/win. They would bet by making transactions on the blockchain and make withdrawals directly to their wallets, without any middlemen, like most of the online casinos. Of course, casinos are not only about betting and winning, first of all, but they’re also about entertainment, so in the future, I see fun games based on the technology I’ve mentioned. In short, this is how I see the future of crypto-gambling. 4. Can you enlighten our readers about the concept of a house edge and provably fair? I will try to define the terms in a human language. House edge is simply the difference between the Casino’s and the player's winning probability. To explain how fair protocol works, it’s easier to give an example. Let’s imagine the game with the following rules: Player says a number, then Casino says a number if the sum of these numbers is odd, the player wins, if the sum is even, then Casino wins. In a game like this, knowing the final outcome will surely mean winning. So, we need a system which will ensure that the Casino won’t be able to cheat and the player will be confident that the number casino chose random and was not calculated depending on the player's number. The solution is to have the Casino choose the number before the player, figuratively speaking write it on a paper and fold it (encrypt), then give the paper to the player. The player, on the other hand, cannot unfold (decrypt) it before he/she says the number. After the Casino receives the player's number (bet) Casino sends a key to unfold (decrypt) the paper and the player can ensure that the outcome of the game was fair. In Provably Fair games, you can verify the randomness of each roll and take total control! 4. What types of games are available on Fortune Jack? How does the company maintain the neutrality and fairness of outcome? On FortuneJack, players can enjoy Slots, Live Casino, table games, provably fair games, Sportsbook, and E-Sport betting. There are more than 2000 games available on our platform. As I’ve mentioned before, we guarantee the fairness of outcome through the provably fair games. Aside from that, the reputation of our partnering software developers, some of which are Evolution Gaming, Netent, Betsoft, XPG, etc. speaks for itself. Independent casino regulators regularly check the fairness of their games. 5. What types of provably fair games has the company launched? What is the benefit of such an algorithm, and is it edgeless? Recently we’ve launched a new version of Dice, and we plan to launch 5 more provably fair games very soon. The concept is to give players all the tools they need to understand their progress and provide them with the ability to choose their strategies. Provably fair ensures that both parties (Casino and player) are not cheating and are playing fairly. Most of the provably fair games are not edgeless. Edgeless means that odds of winning for the player and Casino are the same. In this case, casinos are interested in the newbie players who can make lots of mistakes and profit off of them. I personally am not a fan of edgeless, and I would prefer to think that our players have high intellect and won’t make simple mistakes and I believe marketing strategy should not be concentrated on bringing players with a high error rate, which would happen if all games become edgeless. This might result in lots of bad reviews, which would be harmful to the image of the Casino. 6.  How do you ensure that the provably fair algorithm is free from bias and cannot be tampered or altered? The concept of Provably Fair itself ensures that the outcome of the bet cannot be tampered or altered. All due to advanced mathematics behind the SHA-2 hash algorithms that give detailed information about the game to any player. It’s merely impossible to cheat with this system, as I’ve described with my simplified example. 7. What are the advantages of an edgeless house, and is that a trend that you see going forward? I think there are cases/games where it would be interesting to have an edgeless house, but not in traditional slots. The benefit of an edgeless house is to give players more chances to win, but I don’t think it attracts the right type of players. Contrary to popular belief, in casino luck is not everything and players need to use different tactics and intellectual attributes to succeed. 8. Let’s talk about sports now. The sports betting industry has been gaining a lot of traction, what trends and consumer behavior do you see in comparison to slot or casino-based games? The latest outbreak of COVID-19 made a significant impact on sports. Most traditional tournaments and matches were cancelled or delayed, but on the plus side, E-Sports are gaining more popularity. In our case we could separate two segments of players, those who bet on sports and those who bet on casino games. These segments rarely overlap, and in most cases, people who like to bet on sports are not interested in casino-based games. 9.  Fortune Jack is one of the few gambling platforms that accept a lot of cryptocurrencies as deposits. Excluding Bitcoin and Ethereum, what other cryptocurrencies are popular among users and do you see any exciting trend? We accept 9 cryptocurrencies at the moment. These are Bitcoin, Bitcoin Cash, Ethereum, Litecoin, Dogecoin, ZCash, Tron, Dash and Monero. In our case we could correlate currency to the category, for example; ZCash users like live Casino games more than others, whereas most bets using Monero are made on Dice. The apparent trend is that as players gain experience, they tend to play Provably Fair games regardless of currency. 10. How is the company fighting the coronavirus pandemic, and according to you, has the outbreak affected the gambling industry and consumer spending? Of course, it affected the gambling industry as a whole, but not so much on crypto gambling. As I’ve mentioned before, the coronavirus pandemic mostly affected Sports. The month of March was definitely not the best for our Casino, but if we’ll take a look at April’s statistics, everything seems to return back to normal. In the last couple of weeks, we even experienced sizable growth. Looking at the overall statistics, the pandemic didn’t really affect consumer spending for our segment of the business. As for the staff, we had to switch to remote working, and I think it was quite a success. We are on top of our plans and executing them on time. 11.  As a cryptocurrency-gambling platform, what challenges do you face in terms of issues related to regulation and compliance? We’ve built this platform on the cryptocurrency because we value our players' privacy, but in most cases, regulations require us to have some information about the players, and it is tough to have a right balance between players' privacy and complying regulations. 12. What significant trends do you see in the cryptocurrency and gambling industry as a whole in the year 2020? I think cryptocurrencies will become more prevalent in 2020, considering how strong the Bitcoin has withstood the global effects of the pandemic. While every other asset in the world lost its value, Bitcoin is becoming only more reliable. In a couple of days, the halving is due, and this should skyrocket its value even more and popularize blockchain solutions even further. The gambling industry has been in our everyday life for centuries. Combining these two gives us one of the best forms of entertainment. I do not expect some radical changes during 2020, but eventually, we’ll be able to create a better future. The purpose of this article is to remove informational asymmetry existing today in our digital markets by performing due diligence by asking the right questions and equipping readers with better opinions to make informed decisions. The views in these articles are purely personal and educational; the material does not constitute any investment, financial or legal advice. Please do your research before investing in any digital assets or tokens, etc.

Are provably fair games going to be the next big thing in the online gambling industry? [Interview] 

For a few years, the growth of online casinos has been surprising. According to some , the online gambling market is projected to reach $102.97 billion by 2025. The figures that are managed by this industry have been amazing. projected estimates With the invention of cryptocurrency, we witnessed the emergence of crypto casinos. However, as a general rule, they didn’t give anything else but payment anonymity. And still, there was no way to check the honesty of such casinos. The problem was solved by DApps that allowed gamers to check the fairness of gaming sessions and smart contracts. Yet DApps have one key disadvantage - the games are too simple, insipid and there are only a few versions of gameplay. And the main thing is that neither cryptocurrency nor DApps can solve the problems of classic online casinos. tries to make a difference. Fairspin The choice between one and another online casino is a matter of trust. In general, you can read on the website of a casino how many players have already won, which was the highest prize or what percentage of RTP of a particular slot machine, but, usually, there is no concrete way to verify these numbers. What is Fairspin? Applying TruePlay’s blockchain solutions, chooses well-known games like slots, video poker, roulette, and publish everything happening in the blockchain: bets, the results, winnings/losses amounts, deposits, and payouts. Fairspin Thus you can always check the games and know in which ones will people win or lose more often, and which games give you only 70-80% of the winnings. This opportunity is still rare and one of a kind. The same thing is for the jackpot. Many casinos can claim and write about success stories where someone won a million-dollar jackpot. The thing is that no one can ever verify that information. Fairspin has transaction proof-link with the payout for each requested winning which can be checked in . The casino is licensed under Curacao Gaming. It is their first project using TruePlay technology. Etherscan All bets, payments, bonuses, balance, probabilities, number of participants - all game statistics are recorded on the blockchain without hiding. What gives the blockchain technology to a simple player? If a player wins, he can be sure that the casino will pay him, as the casino balance is recorded on the blockchain as well as the payout history. Platform Readiness The main feature of this casino is the blockchain platform. All data on deposits, bets, wins, and losses are verified in a smart contract. Using a smart contract, you can decode data using any blockchain explorer, while players do not risk anonymity – the casino does not share personal data, and it is securely encrypted. TruePlay TruePlay eliminates any form of hacking or changing the results. A smart contract guarantees the payout percentage, and it is impossible to fake game results. The balance of the casino is checked on the blockchain; therefore, the payout of winnings is guaranteed. As part of the TruePlay platform, TrueSign blockchain module allows each spin to be verified. The module can be integrated by game developers or regulators. It prevents the casino from changing game data. The major game provider Spinomenal and one of the oldest gaming regulators eGaming Curacao have already integrated TruePlay’s solution. It means that winnings and losses data will come to hand directly from the regulator and/or provider which excludes any possible interference from the casino. Players using such technology can benefit from faster, instant, and safer deposits. Information about the player’s transactions is stored on the blockchain in encrypted form, and only the player has access to the crypto wallet. Technology and Innovation The casino guarantees instant replenishment of the account and quick withdrawal of funds. Currently, the platform accepts cryptocurrencies (Bitcoin, Ethereum, Cardano, DASH) and fiat (Visa and MasterCard payments). When registering at Fairspin casino, players automatically get access to TruePlay (TPLAY) Wallet. All the deposits are converted automatically into TPLAY tokens regardless of the currency in which the balance is replenished. When withdrawing your winnings the tokens are converted into the currency in which deposits were done. Everything goes automatically so that the customers don’t have to make any additional steps. TPLAY tokens are bought through it, and they are used in betting games. TPLAY can be compared to the classic chips, as found in a real casino. The TPLAY token exchange rate is tied to the (I ETH = 1000 TPLAY). To replenish the balance, you need to transfer funds to the crypto wallet indicated at the checkout. The token is used as a gaming currency, it is not listed on any exchange services, so volatility issues don’t apply here. Ethereum TruePlay Wallet is used to verify the user, which includes the provision of personal data, identification, a selfie with a document, and address confirmation. It guarantees the safety of deposited funds. And users need to complete the KYC process only to request a withdrawal of funds. TruePlay Wallet acts as a single platform for such projects. In the future, when the technology of the TruePlay platform will be used in the other projects, players won’t have to create another wallet the team from the Fairspin is working to eliminate the registration on partner sites. Games and Game Providers At this point, offers no surprises. Players will find a standard set of well-known games - card games, roulettes, slots, and lotto. Games popular in other casinos are also present. So far, the assets of the casino are products from several game developers, including Spinomenal, Microgaming, Netent, Betsoft, Play'n go, iSoftBet, Playson, and others. Fairspin Fairspin administration assures that work on expanding the game assortment does not stop, so shortly, we can expect to replenish the already extensive game library with games from other providers. However, the most important thing here is all these classic online games are being fully transparent for Fairspin players with every transaction recorded in blockchain. Another great thing is that Fairspin shows the actual winning rate of every game. The math is simple. The platform considers the sum of all winnings and all losses and get the percentage of winnings for each game. This way players can check with the biggest winnings or biggest bets. Security The casino is new, and it has an ambitious goal. So, it would be strange to expect from the service fraud or disregard for the protection of personal data and players’ funds. Fairspin demonstrates the game in a big way and is not involved in trading contacts, nor sending viruses, or covertly collecting information. Accessibility Games are available without installing additional applications for the browser on a PC and without other software for mobile devices. The casino supports the most common browsers - Google Chrome, Opera, Firefox. Currently, Fairspin supports 8 languages. Also, they work under the license of eGaming Curacao, and Fairspin has a list of countries that are not accepted on the website. You can find more information in the Terms section. Tech Support The team of Fairspin tried to create a site that would meet the needs of the modern user. The platform is multilingual; the support service is working around the clock and communicates with users in various languages. Communication is available on different channels, email, WhatsApp, Telegram, Facebook. The registration is straightforward. Users won’t have to indicate a name, only email and phone. After the registration, the free spins are credited. All other data will need to be mentioned and confirmed later in , according to the standard KYC procedure. TruePlay Wallet Conclusion So far, you can go with the blockchain-based transparency in the iGaming area, every bet and every win become traceable and verifiable. The ability to keep track of payments, deposits, and changing the balance of the casino is a great idea. Many particularly suspicious players will like this feature. But for more gullible, especially unfamiliar with the work of the , an attractive bonus program is most likely to catch on. blockchain The casino is more suitable for those who are already familiar with cryptocurrencies. Still, the abundance of useful and understandable reference material on the site, as well as round-the-clock technical support will help even a beginner to understand the platform.

BELITSOFT

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201-500 employees

Since 2004

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BELITSOFT

belitsoft.com

201-500 employees

Since 2004

COMPANY RANKING

BELITSOFT

EVERGREEN INDEX #1862

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