{"id":10752,"date":"2023-06-07T11:37:18","date_gmt":"2023-06-07T06:07:18","guid":{"rendered":"https:\/\/mobilecoderz.com\/blog\/?p=10752"},"modified":"2023-07-20T11:06:23","modified_gmt":"2023-07-20T05:36:23","slug":"7-best-artificial-intelligence-software-development-tools","status":"publish","type":"post","link":"https:\/\/mobilecoderz.com\/blog\/7-best-artificial-intelligence-software-development-tools\/","title":{"rendered":"7 Best Artificial Intelligence Software Development Tools in 2023"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Artificial Intelligence is no more a fantasy, it\u2019s the utter reality of the modern world. Businesses leverage Artificial Intelligence (AI) in multiple ways to streamline their processes, implement automation, and make better decisions through data analysis.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">The use of artificial intelligence is rising at a never-ending speed. Indeed, <\/span><a href=\"https:\/\/www.forbes.com\/advisor\/business\/ai-statistics\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">the annual growth of AI is expected to be 37.3%<\/span><\/a><span style=\"font-weight: 400;\"> from the year 2023 to the year 2030. These stats showcase the popularity of AI.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Artificial Intelligence has also become prevalent in the software development industry with lots of use cases. While developers are leveraging AIs to expedite and automate many development processes, software with AI-driven techs is also increasing.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">There are lots of frameworks and platforms that developers use in software development with artificial intelligence. This blog shed light on some of the most popular AI tools to develop artificial intelligence software.\u00a0<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/mobilecoderz.com\/blog\/7-best-artificial-intelligence-software-development-tools\/#The_Role_of_AI_in_Developing_Software_for_Businesses\" >The Role of AI in Developing Software for Businesses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/mobilecoderz.com\/blog\/7-best-artificial-intelligence-software-development-tools\/#Top_Artificial_Tools_for_Software_Development\" >Top Artificial Tools for Software Development<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/mobilecoderz.com\/blog\/7-best-artificial-intelligence-software-development-tools\/#To_Summarize\" >To Summarize<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"The_Role_of_AI_in_Developing_Software_for_Businesses\"><\/span><span style=\"font-family: arial, helvetica, sans-serif;\"><b>The Role of AI in Developing Software for Businesses<\/b><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Artificial Intelligence is one of the most innovative technologies today that is being used in many areas. Software development is not an exception to this transition and the role of AI in this field is increasing at a rapid pace.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/mobilecoderz.com\/blog\/know-how-to-drive-business-solutions-through-artificial-intelligence-machine-learning-a-feasibility-check\/\"><span style=\"font-weight: 400;\">Artificial Intelligence and Machine Learning<\/span><\/a><span style=\"font-weight: 400;\"> help businesses develop smart software solutions that add tons of advantages to their businesses. One of the most significant benefits of AI is automation. Businesses can utilize AI to automate their processes with AI-driven solutions. The best example of this is chatbots.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Providing quick and satisfactory customer service is key to winning your customers. Chatbots help businesses offer a convenient method for their customers to address their issues swiftly and provide relevant information.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Chatbots can interact with customers in a human-friendly way and they can do conversation just like real humans. Similarly, AI is used for data analysis. Analyzing the data to get important insights is crucial for decision-making in a business. AI-driven data analysis provides more accurate information to make predictions.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Natural Language Processing (NLP) is another advantage of AI to process human languages and output results. There are lots of mobile apps that use NLP such as user assistant which includes Google Assistant, Cortana, and Siri. You can leverage the best mobile app development services to create the next-gen app with NLP.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">There are <\/span><a href=\"https:\/\/mobilecoderz.com\/blog\/top-7-artificial-intelligence-trends\/\"><span style=\"font-weight: 400;\">many trends with artificial intelligence<\/span><\/a><span style=\"font-weight: 400;\"> that are setting new levels for businesses.\u00a0<\/span><\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Top_Artificial_Tools_for_Software_Development\"><\/span><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top Artificial Tools for Software Development<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10757 lazyload\" data-src=\"https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development.png\" alt=\"top-artificial-tools-for-software-development\" width=\"687\" height=\"429\" data-srcset=\"https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development.png 800w, https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development-300x188.png 300w, https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development-768x480.png 768w\" data-sizes=\"(max-width: 687px) 100vw, 687px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 687px; --smush-placeholder-aspect-ratio: 687\/429;\" \/><noscript><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10757\" src=\"https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development.png\" alt=\"top-artificial-tools-for-software-development\" width=\"687\" height=\"429\" srcset=\"https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development.png 800w, https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development-300x188.png 300w, https:\/\/mobilecoderz.com\/blog\/wp-content\/uploads\/2023\/06\/top-artificial-tools-for-software-development-768x480.png 768w\" sizes=\"(max-width: 687px) 100vw, 687px\" \/><\/noscript><\/p>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>1. TensorFlow<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">One of the most sought-after artificial intelligence software development libraries is <\/span><a href=\"https:\/\/www.tensorflow.org\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">TensorFlow<\/span><\/a><span style=\"font-weight: 400;\">. It is an open-source and free library for machine learning and AI projects. TensorFlow is developed by Google and has amazing features to develop AI applications.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">As an end-to-end platform, TensorFlow makes building and deploying machine learning models a breeze. It offers plenty of AI tools for numerical computation used to make future predictions accurately.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of TensorFlow\u00a0<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It has the complete ecosystem to solve complex real-world problems with ML.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">The library offers abstraction to solve a myriad of problems easily. It offers a high-level Keras API to develop and train machine learning models easily.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">You can get more flexibility with eager execution that offer easy debugging and instant iteration.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">With TensorFlow training and deploying machine learning models is easy regardless of the targeted platform and programming language.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">You can use the TFX pipeline to implement ML models across multiple platforms.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">TensorFlow Lite is designed to run on mobiles and edge devices.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It offers a set of add-on libraries like Tensor2Tensor, Ragged Tansors, BERT, etc.\u00a0<\/span><\/li>\n<\/ul>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top Companies Using TensorFlow<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Coca Cola<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">DeepMind<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Intel<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Twitter<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Airbnb<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>2. Scikit Learn<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">The next prominent artificial intelligence software development tool is <\/span><a href=\"https:\/\/scikit-learn.org\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">Scikit-Learn<\/span><\/a><span style=\"font-weight: 400;\">. It started as a Google Summer of Code project and later became available to the developer community. This is quite a useful project for creating solid software to generate predictive models and provide crucial insights based on deep analysis.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It supports several supervised learning calculations including K-means, decision trees, bunching, direct and calculated relapses, etc. Scikit Learn is created upon Python libraries like SciPy and NumPy and matplotlib. It\u2019s open source with a BSD license.\u00a0<\/span><\/p>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of Scikit Learn<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Scikit-Learn is more than sufficient for beginners in machine learning. This is because when they need extra support in creating more complex algorithms.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Many calculations are available out-of-the-box with Scikit-Learn like relapse, order, bunching, etc. They are enough for basic AI and data mining projects.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It is accessible to every type of developer and can be used in different contexts.\u00a0<\/span><\/li>\n<\/ul>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top Companies Using Scitkit-Learn<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Spotify<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">J.P.Morgan<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Inria<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Evernote<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Change.org<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>3. BigML<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/bigml.com\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">BigML<\/span><\/a><span style=\"font-weight: 400;\"> is another great machine-learning platform to develop smart software and applications. This artificial intelligence tool makes building machine-learning models simple and quick. It provides lots of algorithms to solve problems.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">With BigML, you can solve many problems for your company with a single and standardized framework. This platform helps you avoid maintenance costs, complexity, and technical debt as there is no dependency on various libraries.\u00a0<\/span><\/p>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of BigML<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">BigML is suitable for creating predictive analysis applications for various industries like energy, automotive, transportation, pharmaceuticals, IoT, healthcare, and more.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It supports supervised and unsupervised learning algorithms like topic modeling, linear regressions, deep nets, cluster analysis, Principal Component Analysis, and more.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">BigML provides instant access to machine learning for on-premises systems or in the cloud. They can be accessed via REST API and web interface.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">The platform makes the interpretation of predictive models easy by providing data in a visual format.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It allows the export of models in JSON PML format.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It can be used with various programming languages.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">This platform is useful to make a fusion of <\/span><a href=\"https:\/\/mobilecoderz.com\/blog\/dawn-new-era-alloy-artificial-intelligence-mobile-application\/\"><span style=\"font-weight: 400;\">artificial intelligence and mobile applications<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Effective automation tools and deplorable on multiple platforms.<\/span><\/li>\n<\/ul>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top Companies Using BigML<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Pfizer<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Avast<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Faraday<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Clairo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Mazda<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>4. PyTorch<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">It is one of the greatest machine learning frameworks to build AI software for your business. <\/span><a href=\"https:\/\/pytorch.org\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">PyTorch<\/span><\/a><span style=\"font-weight: 400;\"> is based on the Python programming language and is widely used to create predictive machine learning models and other types of solutions for making critical decisions.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">PyTorch offers flexible and quick experimentation and quick production with an extensive ecosystem of tools and libraries. Besides this, it offers distributed training and an intuitive front end. Installing is very easy with a pip command or installer. You can hire an artificial intelligence software developer to leverage this framework for creating robust AI solutions for your business.\u00a0<\/span><\/p>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of using PyTorch<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Two execution modes are supported with PyTorch: Graph mode and Eager mode.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It provides more flexibility in eager mode with TorchScript.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It easily transitions to graphs in C++ runtime environment providing enhanced speed and optimization.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">With the TorchServe tool, PyTorch becomes more scalable. The tool can work in any environment or the cloud and offers features like metrics, multi-model serving, creation of RESTful endpoints, and more.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It also offers APIs for the integration of machine learning into mobile applications.\u00a0<\/span><\/li>\n<\/ul>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top Companies Using PyTorch<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Amazon Advertising<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Salesforce<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Stanford University<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>5. H2O.ai<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">This is an open-source machine learning platform specifically designed to meet the requirements of enterprises. <\/span><a href=\"https:\/\/h2o.ai\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">H2O<\/span><\/a><span style=\"font-weight: 400;\"> supports popular machine learning and statistical algorithms such as deep learning, gradient-boosted machines, and generalized linear models.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">H2O can be set up with existing big data infrastructure. Alternatively, you can use it on Kubernetes Clusters, Yarn, Spark, and Hadoop for data mining. This platform is capable of fetching data directly from Azure Data Lake, Spark, HDFS, S3, and other sources of data.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">This is one of the best and most comprehensive platforms that you can utilize for artificial intelligence software development.\u00a0<\/span><\/p>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of using H2O<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">H2O has created machine learning algorithms to work with distributed computing. These algorithms like Random Forest, XGBoost, Word2Vec, GBM, etc, are also provided for supervised and unsupervised learning methods.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">You can create ML models in graphical or coding methods. It allows you to build models using any programming language including R and Python. Its interactive graphical interface lets you build models without coding.\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">AutoML automates ML workflows including training and tuning of models.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It encompasses distributed in-memory for storing and processing large amounts of data.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Models are easy to deploy with POJO and MOJO models.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>Top companies using H2O.ai<\/strong><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">AT&amp;T<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">IFFCO Tokio<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">AES<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">USCF Health<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Commonwealth Bank<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>6. Keras<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/keras.io\/\" rel=\"nofollow\"><span style=\"font-weight: 400;\">Keras<\/span><\/a><span style=\"font-weight: 400;\"> boasts to be a human-friendly machine-learning framework that follows a minimalistic approach to development. It reduces the burden on the developers by following the best practices that reduce cognitive load. Hence, it offers a simple and consistent API.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It provides error messages that are clear and actionable along with eliminating unnecessary user actions in common use cases. With great documentation and a guide, understanding Keras becomes easy and convenient.\u00a0<\/span><\/p>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of using Keras<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Keras offers an unparalleled benefit to developers in artificial intelligence software development.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It focuses on the speed of debugging code, maintainability, deployment, and conciseness of code.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">The codebase is lightweight, easy to iterate, and readable with Keras.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Autograph optimization and XLA compilation make your models run at a faster speed.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Models can be easily deployed on a mobile, server, web, or any other platform.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It is built on TensorFlow and is compatible with various TPUs and CPUs.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">With the <\/span><a href=\"https:\/\/mobilecoderz.com\/mobile-app-development-company\"><span style=\"font-weight: 400;\"><strong>mobile app development service<\/strong><\/span><\/a><span style=\"font-weight: 400;\">, you can deploy Keras on Android and iOS devices.\u00a0<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">As Keras is associated with the TensorFlow ecosystem, it works with every phase of the machine-learning workflow whether data management, deployment, or anything else.\u00a0<\/span><\/li>\n<\/ul>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top companies using Keras<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">NASA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">CERN<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">NIH<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\"><b>7. Microsoft Azure AI Platform<\/b><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">One of the top tech giants Microsoft offers a myriad of AI services that developers can use to create robust artificial intelligence software. With <\/span><span style=\"font-weight: 400;\">Microsoft Azure AI<\/span><span style=\"font-weight: 400;\">, you can create innovative AI solutions for your business with its flexibility and responsible Artificial Intelligence practices. This platform offers various AI models related to language, vision, decision-making, and speech via API calls.\u00a0<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-weight: 400;\">Developers can create AI applications using Jupyter Notebook and Visual Studio Code. You can use this platform with other frameworks like PyTorch and TensorFlow to build AI-driven applications. <\/span><\/span><\/p>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Advantages of using Azure AI<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It allows developers to build custom artificial intelligence models.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Azure AI can be integrated with tools like GitHub and Visual Studio.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">It is a scalable platform to develop and deploy AI solutions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">There are tools for cognitive service, deep learning, and ML.\u00a0<\/span><\/li>\n<\/ul>\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Top companies using\u00a0<\/span><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Gartner<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">GIGAOM<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">FORRESTER<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">IDC<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">MEDIA<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"To_Summarize\"><\/span><strong><span style=\"font-family: arial, helvetica, sans-serif;\">To Summarize<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">Businesses need efficient tools and platforms to build AI applications. Artificial Intelligence is taking its grip on every sphere of human life. Therefore, investments in AI software development are rising. We have discussed the top tools to develop AI software in this blog that you can use in your project.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400; font-family: arial, helvetica, sans-serif;\">If you are planning to develop an AI-based mobile application or software, MobileCoderz is a reliable partner. We are a leading artificial intelligence software development company to help you build secure, scalable, and cutting-edge solutions. We have a team of experienced and professional AI engineers.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence is no more a fantasy, it\u2019s the utter reality of the modern world. Businesses leverage Artificial Intelligence (AI) in multiple ways to streamline their processes, implement automation, and make better decisions through data analysis. The use of artificial intelligence is rising at a never-ending speed. Indeed, the annual growth of AI is expected [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":10756,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[502,18],"tags":[65,911,66,551],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artificial Intelligence Software Development Tools<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence is taking its grip on every sphere of human life. 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