{"id":9585,"date":"2020-04-27T20:58:33","date_gmt":"2020-04-27T23:58:33","guid":{"rendered":"http:\/\/blog.uruit.com\/?p=9585"},"modified":"2023-05-31T10:10:05","modified_gmt":"2023-05-31T13:10:05","slug":"getting-started-with-machine-learning-2","status":"publish","type":"post","link":"https:\/\/uruit.com\/blog\/getting-started-with-machine-learning-2\/","title":{"rendered":"Machine Learning basics: 10 Platforms to start learning and get awesome at it"},"content":{"rendered":"<h1><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Machine Learning basics: 10 Platforms to start learning&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:15165,&quot;3&quot;:{&quot;1&quot;:0},&quot;5&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;6&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;7&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;8&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;11&quot;:3,&quot;12&quot;:0,&quot;14&quot;:{&quot;1&quot;:2,&quot;2&quot;:0},&quot;15&quot;:&quot;Calibri&quot;,&quot;16&quot;:11}\">Machine Learning basics: 10 Platforms to start learning<\/span><\/h1>\n<p><strong>Machine\u00a0L<\/strong><span data-contrast=\"auto\"><strong>earning<\/strong> is everywhere. Literally! It\u2019s in your home, the businesses you frequent, and the companies, factories, hospitals and gyms that fill the world and our time. It\u2019s the directions we use to navigate, the recommendations we receive that inform our purchases, our job searches and news preferences. It\u2019s the chatbots that provide helpful responses and the fraud detectors we rely on to keep our accounts safe. It\u2019s cybersecurity, medical image analysis and self-driving cars. It is transforming our lives from listening to music to early cancer detection.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">And whether you\u2019re a novice or an expert, in the field of technology or finance, medicine or retail, machine learning is revolutionizing your industry and doing it at a rapid pace. You may recognize the ways that\u00a0<\/span><a href=\"https:\/\/uruit.com\/machine-learning-consulting\/\"><span data-contrast=\"auto\">Machine Learning<\/span><\/a><span data-contrast=\"auto\"> can improve your life and work but may not know how to implement it in your own company. That\u2019s where we come in today with our <strong>Machine Learning basics<\/strong>.<\/span><\/p>\n<p><span data-contrast=\"auto\">Companies of all shapes and sizes and across various industries are launching intelligent systems and applications every day. If you are not one of them, then your teams, clients and investors are probably wondering when you\u2019ll join in.<\/span><\/p>\n<p><a href=\"https:\/\/www.sas.com\/en_us\/whitepapers\/hbr-next-analytics-age-machine-learning-108855.html\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"auto\">According to the<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"none\">Harvard Business Review<\/span><\/a><span data-contrast=\"none\">, over the next five to 10 years, \u201cbusiness gains will likely stem from getting the right information to the right people at the right time\u201d. This means companies will continue building upon Machine Learning solutions to turbocharge and automate methods finding customer patterns that identify customer values.\u00a0<\/span>There\u2019s a forecasted demand for Machine Learning that spans various industries.<span data-contrast=\"none\">If you haven\u2019t already started, there\u2019s no better time than the present and no better list that our Machine Learning basics selection. <\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">But how do you get started? What are the possible uses of Smart Apps in your business and how do you determine which <strong>ML<\/strong> development and deployment platform is the best for you?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We get it, there are a lot of questions, and even more possibilities. Like the <strong>AI<\/strong> improving every day, you\u2019re also interested in improving your company offerings, user experience, products or processes or\u00a0all of\u00a0the above.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">For this post we will recommend a set of 10 Machine Learning basics: development and deployment platforms for your ML projects. We\u2019ll provide insights and observations, based on our own experiences developing ML applications. <\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We also invite you to access our Business Executive\u2019s Guide to Smart Applications, an in-depth e-book which includes important concepts and definitions concerning AI, ML, and recommended systems, as well as business cases and reviews, evaluating various tools so you are informed when selecting the right solution for your business needs. You can easily access our free eBook here:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><!--HubSpot Call-to-Action Code --><span id=\"hs-cta-wrapper-1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"hs-cta-wrapper\"><span id=\"hs-cta-1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"hs-cta-node hs-cta-1da249d0-2261-4669-9b77-0c3605b6dbaa\"><!-- [if lte IE 8]>\n\n\n<div id=\"hs-cta-ie-element\"><\/div>\n\n\n<![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/9381387\/1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"external\" rel=\"nofollow\"><img id=\"hs-cta-img-1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"hs-cta-img\" style=\"border-width: 0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/9381387\/1da249d0-2261-4669-9b77-0c3605b6dbaa.png\" alt=\"GO TO THE ULTIMATE MACHINE LEARNING GUIDE\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(9381387, '1da249d0-2261-4669-9b77-0c3605b6dbaa', {\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n<p><span data-contrast=\"auto\">Now, let\u2019s dig a little deeper into development and deployment platforms, what\u2019s out there and what differentiates one from another. Before we break them down, let\u2019s review what a strong development platform might look and feel like, what it should include and provide.\u00a0<\/span><a href=\"https:\/\/www.gartner.com\/en\/documents\/3899464\/magic-quadrant-for-data-science-and-machine-learning-pla\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">As reported by Gartner<\/span><\/a><span data-contrast=\"auto\">, a good ML development platform:<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Offers building blocks for creating a solution to a data science\u00a0problem;<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Provides experts with an environment where they can incorporate the solutions into products and business\u00a0processes;<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Grants support for carrying out data and analytics\u00a0tasks;<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Allows data scientists and developers to take on tasks that encompass visualization, interactive exploration, deployment, performance engineering, data preparation, and data access.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">So now we know what we\u2019re looking for. Keep these standards in mind when considering the following 10 platforms that are our Machine Learning basics, and the tools we think are the most interesting for developing and deploying smart apps:<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/cloud.google.com\/products\/ai\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Google Cloud<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>Innovative ML products and services on a well-known and widely trusted platform.<\/p>\n<p><span data-contrast=\"auto\">Google offers several AI and Machine Learning products:\u00a0<\/span><a href=\"https:\/\/cloud.google.com\/ai-hub\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">AI Hub<\/span><\/a><span data-contrast=\"auto\">, a repository of plug and play AI components which encourages experimentation and\u00a0collaboration;\u00a0<\/span><a href=\"https:\/\/cloud.google.com\/products\/ai\/building-blocks\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">AI building blocks<\/span><\/a><span data-contrast=\"auto\">\u00a0for adding sight, language, conversation, and structured data to their\u00a0apps;\u00a0<\/span><a href=\"https:\/\/cloud.google.com\/ai-platform\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">AI Platform<\/span><\/a><span data-contrast=\"auto\">, a code-based science development environment that lets ML developers and data scientists take projects from ideation to deployment quickly; among other AI resources.<\/span><\/p>\n<p><span data-contrast=\"auto\">Another great feature is the ability to collaborate as a team with\u00a0<\/span><a href=\"https:\/\/colab.research.google.com\/notebooks\/welcome.ipynb\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">GoogleColab<\/span><\/a><span data-contrast=\"auto\">\u00a0for the research phase of any project. This tool allows\u00a0devs\u00a0to work on an established web environment, so they can collaboratively share experiments.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0as the AI Hub is in its Beta version, there is currently no cost. For an estimation of what other products would cost,\u00a0use\u00a0<\/span><a href=\"https:\/\/cloud.google.com\/products\/calculator\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">Google\u2019s Platform Pricing Calculator<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/aws.amazon.com\/machine-learning\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Amazon Web Services<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Build powerful AI on the most advanced machine learning platform. AWS has removed all ML barriers that have traditionally slowed down\u00a0devs\u00a0and data scientists. Amazon offers the broadest and deepest set of ML and AI services, including pre-trained services for computer vision, language, recommendations, and forecasting. Its\u00a0<\/span><a href=\"https:\/\/aws.amazon.com\/sagemaker\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">Amazon SageMaker<\/span><\/a><span data-contrast=\"auto\">\u00a0tool is a compelling option for quickly building, training and deploying machine learning models at scale.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0AWS offers a pay-as-you-go\u00a0model\u00a0so you only pay for the services you consume and once you stop using them, there are no additional costs or termination fees.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/machine-learning-studio\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Microsoft\u2019s Azure Machine Learning Studio<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Machine Learning Studio is a powerfully simple browser-based, visual drag-and-drop authoring environment where no coding is necessary. Go from idea to deployment in a matter of clicks.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Microsoft\u2019s set of tools for ML\u00a0includes\u00a0<\/span><a href=\"https:\/\/azure.microsoft.com\/en-us\/free\/services\/machine-learning\/\" class=\"broken_link external\" rel=\"nofollow\"><span data-contrast=\"none\">Azure Machine Learning<\/span><\/a><span data-contrast=\"auto\">\u00a0(including\u00a0Azure Machine Learning Studio), Power BI, Azure Data Lake, Azure HDInsight, Azure Stream Analytics and Azure Data Factory. Its cloud-based platform offers a complete service, ideal for data scientists who want to build, test, execute, and share predictive analytic solutions easily.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0try it out free for 12-months. Users only pay for underlying compute to train models using Machine Learning Service.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.ibm.com\/cloud\/machine-learning\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Watson Machine Learning<\/span><\/b><\/a><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">IBM Watson Machine Learning helps data scientists and developers work together to accelerate the process of moving to deployment and integrating AI into their applications.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This IBM platform and integrations empower cross-functional teams to deploy, monitor and optimize models quickly and easily. They also offer a range of APIs to infuse AI into existing apps. All options are managed through dashboards. They make it simple for teams to manage models in production and through seamless workflows that enable continuous retraining to maintain and improve model accuracy.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0free trial and plans start at $ 0.58 every 1,000 predictions.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.sas.com\/en_us\/home.html\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">SAS<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Whether you\u2019re a data scientist, business analyst, statistician or forecaster, you\u2019ll discover the real power of SAS\u00ae to explore, analyze and visualize data.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Different tools such as\u00a0<\/span><a href=\"https:\/\/www.sas.com\/en_us\/software\/visual-analytics.html\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">SAS Visual Analytics<\/span><\/a><span data-contrast=\"auto\">\u00a0and\u00a0<\/span><a href=\"https:\/\/www.sas.com\/en_us\/software\/visual-data-mining-machine-learning.html\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">SAS Visual Data Miner &amp; Machine Learning<\/span><\/a><span data-contrast=\"auto\">, offers a great option for machine learning development, visual data mining and visual statistics. We want to highlight SAS\u2019s cloud-ready architecture, making analytics more accessible to a broader range of users.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0a free trial lasts 14 days. To receive a quote, contact SAS.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/la.mathworks.com\/\" class=\"broken_link external\" rel=\"nofollow\"><b><span data-contrast=\"none\">MathWork<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Explore the wide range of product capabilities and find the right solution for your application or industry.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To design AI models and AI-driven systems,\u00a0MathWork\u2019s\u00a0tools\u00a0<\/span><a href=\"https:\/\/www.mathworks.com\/products\/matlab.html?s_tid=hp_products_matlab\" class=\"broken_link external\" rel=\"nofollow\"><span data-contrast=\"none\">MATLAB<\/span><\/a><span data-contrast=\"auto\">\u00a0and\u00a0<\/span><a href=\"https:\/\/www.mathworks.com\/products\/simulink.html?s_tid=hp_products_simulink\" class=\"broken_link external\" rel=\"nofollow\"><span data-contrast=\"none\">Simulink<\/span><\/a><span data-contrast=\"auto\">\u00a0are the company\u2019s most recognized products.\u00a0MathWork\u00a0focused on the development of these tools to become experts in high-end financial use and data engineering contexts. Nowadays, MathWorks provides users with a sustained visibility in the general advanced analytics field. Also, its solid presence in data science and machine learning software marketplace has built a strong user base.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">\u00a0<\/span><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0for an individual license the plan starts at $940 a year. There are also specific plans for companies, educational institutions, students, and others.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><a href=\"http:\/\/h20.ai\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">H20.ai<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">H2O.ai is the creator of the leading open-source machine learning and artificial intelligence platform trusted by hundreds of thousands of data scientists driving value in over 18,000 enterprises globally.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Following its vision of democratizing intelligence for all, H20.ai relies on an\u00a0open source\u00a0model organized in tools such as\u00a0<\/span><a href=\"https:\/\/www.h2o.ai\/products\/h2o-sparkling-water\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">H2O Sparkling Water<\/span><\/a><span data-contrast=\"auto\">\u00a0for those interested in Spark\u00a0integration;\u00a0<\/span><a href=\"https:\/\/www.h2o.ai\/products\/h2o\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">H2O Driverless AI<\/span><\/a><span data-contrast=\"auto\">\u00a0for\u00a0automation;\u00a0<\/span><a href=\"https:\/\/www.h2o.ai\/solutions\/\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">industry-based solutions<\/span><\/a><span data-contrast=\"auto\">; and more. This company has jumped positions on Gartner\u2019s list thanks to its innovative approach and thoughtful leadership in the form of content and documentation.\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0free\u00a021 day\u00a0trial. For more information, contact\u00a0<\/span><a href=\"http:\/\/h20.ai\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">H20.ai<\/span><\/b><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.dataiku.com\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Dataiku<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Bring data analysts, engineers, and scientists together. Enable self-service analytics and operationalize machine learning.\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This NYC company offers a Data Science Studio with a focus on cross-discipline collaboration and ease of use, enabling users to start Machine Learning projects rapidly. Also, a big part of their product roadmap is based on collaboration and\u00a0open source\u00a0support. Their goal is to power both self-service analytics and the operationalization of ML models in production.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0free 2-week trial. For more information, contact\u00a0<\/span><a href=\"https:\/\/www.dataiku.com\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Dataiku<\/span><\/b><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.alteryx.com\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Alteryx Analytics<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Leading in the self-service data analytics movement with a platform that can discover, prepare, and analyze your data, then deploy and share analytics at scale for deeper insights faster than you ever thought possible.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Alteryx is one of the leaders at Gartner\u2019s Magic Quadrant. Among its advantages, the platform allows you to build models in a single workflow. More than a platform, Alteryx\u00a0Analytics\u2019s\u00a0product vision aims to help organizations instill a data analytics culture through events, documentation, and a thriving community.\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0a free trial with plans starting at $5,195 a year.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/algorithmia.com\/\" class=\"external\" rel=\"nofollow\"><b><span data-contrast=\"none\">Algorithmia<\/span><\/b><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Operationalize your Machine Learning life cycle. The AI Layer abstracts your models from infrastructure, so you can focus more on what matters as you scale.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This company\u00a0provides\u00a0<\/span><a href=\"https:\/\/algorithmia.com\/product\" class=\"external\" rel=\"nofollow\"><span data-contrast=\"none\">AI Layer<\/span><\/a><span data-contrast=\"auto\">, a flexible and robust platform for managing and deploying ML models at scale. It includes accessible tools to automate DevOps for ML, collaborate across various internal teams, and optimize hardware usage. It also aims to solve common problems in the ML workflow by autoscaling, cataloguing ML portfolios, and finding the right ML models.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pricing:<\/span><\/i><span data-contrast=\"auto\">\u00a0According to\u00a0Algorithmia, pay only what you use, starting at $0.0001 per compute second.<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" class=\"aligncenter wp-image-9594 size-full\" title=\"getting started with machine learning\" src=\"https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-scaled.jpg\" alt=\"Machine Learning basics tool guide\" width=\"1389\" height=\"2560\" srcset=\"https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-scaled.jpg 1389w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-163x300.jpg 163w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-555x1024.jpg 555w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-768x1416.jpg 768w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-833x1536.jpg 833w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-1111x2048.jpg 1111w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-750x1383.jpg 750w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-1140x2102.jpg 1140w, https:\/\/uruit.com\/blog\/wp-content\/uploads\/2019\/07\/tabla-post-ML-min-11x20.jpg 11w\" sizes=\"(max-width: 1389px) 100vw, 1389px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span data-contrast=\"auto\">There are top ten lists for all kinds of products and experiences, and that\u2019s our Machine Learning basics for development and deployment platforms for machine learning projects. Feel free to suggest others so we can continue to fine tune our list and inform our recommendations. Also share this article with fellow CTOs or other tech leaders and innovators on the quest to find the right platform for creating a successful ML project. Let\u2019s keep improving our company offerings, user experiences and daily lives through Machine Learning. There\u2019s no time like the present.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">And if you want to go beyond Machine Learning basics and you didn\u2019t already, sign up for our free e-book to learn more:<\/span><\/p>\n<p><!--HubSpot Call-to-Action Code --><span id=\"hs-cta-wrapper-1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"hs-cta-wrapper\"><span id=\"hs-cta-1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"hs-cta-node hs-cta-1da249d0-2261-4669-9b77-0c3605b6dbaa\"><!-- [if lte IE 8]>\n\n\n<div id=\"hs-cta-ie-element\"><\/div>\n\n\n<![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/9381387\/1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"external\" rel=\"nofollow\"><img id=\"hs-cta-img-1da249d0-2261-4669-9b77-0c3605b6dbaa\" class=\"hs-cta-img\" style=\"border-width: 0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/9381387\/1da249d0-2261-4669-9b77-0c3605b6dbaa.png\" alt=\"GO TO THE ULTIMATE MACHINE LEARNING GUIDE\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(9381387, '1da249d0-2261-4669-9b77-0c3605b6dbaa', {\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n<p><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning basics: 10 Platforms to start learning Machine\u00a0Learning is everywhere. Literally! It\u2019s in your home, the businesses you frequent, and the companies, factories, hospitals and gyms that fill the&#8230;<\/p>\n","protected":false},"author":25,"featured_media":9586,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[279],"tags":[],"_links":{"self":[{"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/posts\/9585"}],"collection":[{"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/comments?post=9585"}],"version-history":[{"count":7,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/posts\/9585\/revisions"}],"predecessor-version":[{"id":11288,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/posts\/9585\/revisions\/11288"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/media\/9586"}],"wp:attachment":[{"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/media?parent=9585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/categories?post=9585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uruit.com\/blog\/wp-json\/wp\/v2\/tags?post=9585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}