{"id":26393,"date":"2021-07-28T13:05:00","date_gmt":"2021-07-28T07:35:00","guid":{"rendered":"https:\/\/www.mygreatlearning.com\/blog\/how-to-get-started-as-a-machine-learning-beginner-in-the-us-and-thrive\/"},"modified":"2024-09-02T15:24:27","modified_gmt":"2024-09-02T09:54:27","slug":"how-to-get-started-as-a-machine-learning-beginner-in-the-us-and-thrive","status":"publish","type":"post","link":"https:\/\/www.mygreatlearning.com\/blog\/how-to-get-started-as-a-machine-learning-beginner-in-the-us-and-thrive\/","title":{"rendered":"How to Get Started as a Machine Learning Beginner in the US"},"content":{"rendered":"\n<p>Machine Learning is one of the hottest domains in tech today. Based on LinkedIn's Jobs on the Rise US report of 2021<sup>1<\/sup>, <strong>Machine Learning Researcher, Machine Learning Engineer, and AI specialist<\/strong> are roles with strong demand in the US market. A machine learning engineer makes<strong> $151,028 per year<\/strong> based on the data provided by Indeed<sup>2<\/sup>. If you look at LinkedIn, there are <strong>more than 57k active machine learning jobs in the US today.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"but-what-is-machine-learning-all-about\"><strong>But what is machine learning all about?<\/strong><\/h3>\n\n\n\n<p>If I've to put it simply, machine learning is all about <strong>using the power of computer science and statistics and applying them to data.<\/strong> You need not be a pro programmer or a math wizard to learn machine learning but should definitely have <strong>good knowledge about programming, math, mainly statistics.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"how-is-it-related-to-ai\"><strong>How is it related to AI?<\/strong><\/h3>\n\n\n\n<p><strong>Machine learning is a subset of AI.<\/strong> With the application of machine learning, algorithms make use of a set of data to enable computers to do tasks they are not organically programmed to do.&nbsp;<\/p>\n\n\n\n<p>If you want to become a machine learning expert, read our brochure that contains a pragmatic approach for you to commence as a machine learning beginner in the US and thrive in it!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"basics-required-to-start-as-a-machine-learning-beginner-in-the-us\"><strong>Basics Required to Start as a Machine Learning Beginner in the US<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-understand-the-basics-of-python\"><strong>1. Understand the basics of Python&nbsp;<\/strong><\/h3>\n\n\n\n<p>Python is the first choice of professionals and tech companies as it is predisposed to machine learning. Whenever an end-to-end integration is needed, analytics-based applications have to be developed, the use of analytics-friendly Python libraries comes to the rescue. As a machine learning beginner, you should focus on developing an understanding of the basics, libraries, and data structure of the language.&nbsp;<\/p>\n\n\n\n<p><strong>Try this course for free: <\/strong><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/python-for-machine-learning\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Python for Machine Learning<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-have-a-sound-understanding-of-statistics\"><strong>2. Have a sound understanding of statistics<\/strong><\/h3>\n\n\n\n<p>Your concepts should be clear especially on the topic of <strong>Bayesian probability,<\/strong> as it is important for executing machine learning algorithms. As a machine learning beginner, and to learn the basics of statistics, it is important to have a thorough understanding of <strong>descriptive and inferential statistics.<\/strong> Descriptive statistics are used to describe data from a chart or a graph. Inferential statistics allow you to use conclusions from that data.<\/p>\n\n\n\n<p><strong>Try these courses for free:&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/statistical-methods-for-decision-making\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Statistical Methods for Decision Making<\/strong><\/a><br><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/statistics-for-machine-learning\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Statistics for Machine Learning<\/strong><\/a><br><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/statistics-for-data-science\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Statistics for Data Science<\/strong><\/a><br><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/application-of-machine-learning-in-finance\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Applications of machine learning in finance<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-build-your-foundations-of-machine-learning\"><strong>3. Build your foundations of machine learning<\/strong><\/h3>\n\n\n\n<p>As a machine learning beginner, you need to understand the concept of machine learning from the grassroots level. This involves diving deep into machine learning and its terminologies, algorithms, and techniques. Some of the important topics include <strong>Supervised Learning, Unsupervised Learning, <a href=\"https:\/\/www.mygreatlearning.com\/blog\/what-is-feature-engineering\/\">Feature Engineering<\/a>, Linear Regression with Python, Reinforcement Learning with Python, Model Selection and Tuning, etc.&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>Try these courses for free:&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/linear-regression\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Linear Regression with Python<\/strong><\/a><br><a href=\"https:\/\/www.mygreatlearning.com\/academy\/learn-for-free\/courses\/reinforcement-learning-with-python\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Reinforcement Learning with Python<\/strong><\/a><\/p>\n\n\n\n<p>You can then learn more advanced techniques like deep learning and ensemble techniques. But as a machine learning beginner, the courses and information provided above will be of great use to you.<\/p>\n\n\n\n    <div class=\"courses-cta-container\">\n        <div class=\"courses-cta-card\">\n            <div class=\"courses-cta-header\">\n                <div class=\"courses-learn-icon\"><\/div>\n                <span class=\"courses-learn-text\">Texas McCombs, UT Austin<\/span>\n            <\/div>\n            <p class=\"courses-cta-title\">\n                <a href=\"https:\/\/onlineexeced.mccombs.utexas.edu\/online-ai-machine-learning-course\" class=\"courses-cta-title-link\">Post Graduate Program in AI &amp; Machine Learning: Business Applications<\/a>\n            <\/p>\n            <p class=\"courses-cta-description\">Master in-demand AI and machine learning skills with this executive-level AI course\u2014designed to transform professionals into strategic tech leaders.<\/p>\n            <div class=\"courses-cta-stats\">\n                <div class=\"courses-stat-item\">\n                    <div class=\"courses-stat-icon courses-user-icon\"><\/div>\n                    <span>Duration: 7 months<\/span>\n                <\/div>\n                <div class=\"courses-stat-item\">\n                    <div class=\"courses-stat-icon courses-star-icon\"><\/div>\n                    <span>4.72\/5 Rating<\/span>\n                <\/div>\n            <\/div>\n            <a href=\"https:\/\/onlineexeced.mccombs.utexas.edu\/online-ai-machine-learning-course\" class=\"courses-cta-button\">\n                Take your First Step\n                <div class=\"courses-arrow-icon\"><\/div>\n            <\/a>\n        <\/div>\n    <\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"start-preparing-and-get-certified\"><strong>Start Preparing and Get Certified<\/strong><\/h2>\n\n\n\n<p>As you'll learn the concepts mentioned above, you'll realize that there is a lot more to this domain. And to explore the same, it is advisable to take a structured and guided approach to learn machine learning.&nbsp;<\/p>\n\n\n\n<p>For this, you can pursue <strong>The Post Graduate Program in Artificial Intelligence &amp; Machine learning: Business Applications (PGP-AIML).<\/strong> Ranked among the <a rel=\"noreferrer noopener\" href=\"https:\/\/www.mygreatlearning.com\/pg-program-artificial-intelligence-course\" target=\"_blank\">top AI programs in the US,<\/a> this online program by the McCombs School of Business at<strong> The University of Texas at Austin<\/strong>; one of the top universities in the US, delivered in collaboration with Great Learning. The program offers you the chance to work on hands-on projects like<strong> A campaign to sell personal loans, Identify Street View House Numbers, e-Commerce Recommendation System, Bank Customer Segmentation,<\/strong> and a lot more.<\/p>\n\n\n\n<p>A <strong>6-month online program<\/strong> with a structured learning approach, this program has a unique mentored learning model, a comprehensive curriculum covering both Machine Learning and AI, program manager support, 8+ hands-on projects, and a lot more. You\u2019ll also get a certificate of completion from the renowned <strong>University of Texas at Austin.<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mygreatlearning.com\/pg-program-artificial-intelligence-course\/registration\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Get started<\/strong><\/a> with your journey of growing from a machine learning beginner in the US to becoming an expert with a thriving career in this field.<\/p>\n\n\n\n<p><strong>Source:<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/business.linkedin.com\/talent-solutions\/resources\/talent-acquisition\/jobs-on-the-rise-us\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">[1]<\/a>, <a href=\"https:\/\/www.indeed.com\/career\/salaries\/Machine%20Learning%20Engineer?from=whatwhere\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">[2]<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"our-machine-learning-courses\">Our Machine Learning Courses<\/h2>\n\n\n\n<p>Explore our Machine Learning and AI courses, designed for comprehensive learning and skill development.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Program Name<\/strong><\/th><th><strong>Duration<\/strong><\/th><\/tr><tr><th><a href=\"https:\/\/professionalonline2.mit.edu\/no-code-artificial-intelligence-machine-learning-program\">MIT No code AI and Machine Learning Course<\/a><\/th><th>12 Weeks<\/th><\/tr><tr><th><a href=\"https:\/\/idss-gl.mit.edu\/mit-idss-data-science-machine-learning-online-program\">MIT Data Science and Machine Learning Course<\/a><\/th><th>12 Weeks<\/th><\/tr><tr><th><a href=\"https:\/\/www.mygreatlearning.com\/mit-data-science-and-machine-learning-program\">Data Science and Machine Learning Course<\/a><\/th><th>12 Weeks<\/th><\/tr><\/thead><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning is one of the hottest domains in tech today. Based on LinkedIn's Jobs on the Rise US report of 20211, Machine Learning Researcher, Machine Learning Engineer, and AI specialist are roles with strong demand in the US market. A machine learning engineer makes $151,028 per year based on the data provided by Indeed2. [&hellip;]<\/p>\n","protected":false},"author":41,"featured_media":26398,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[2],"tags":[],"content_type":[],"class_list":["post-26393","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Get Started with Machine Learning in United States (US)<\/title>\n<meta name=\"description\" content=\"Get Started with ML in the US: As a machine learning beginner, you should focus on developing an understanding of the basics, libraries, and data structure of the language.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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