{"id":6418,"date":"2016-02-12T16:52:45","date_gmt":"2016-02-12T11:22:45","guid":{"rendered":"http:\/\/ivyproschool.com\/blog\/?p=6418"},"modified":"2025-04-01T15:09:27","modified_gmt":"2025-04-01T09:39:27","slug":"what-is-machine-learning-top-5-skills-required-to-become-a-machine-learning-expert","status":"publish","type":"post","link":"https:\/\/ivyproschool.com\/blog\/what-is-machine-learning-top-5-skills-required-to-become-a-machine-learning-expert\/","title":{"rendered":"What is Machine learning &#038; Top 5 skills required to become a machine learning expert"},"content":{"rendered":"<p><a href=\"https:\/\/ivyproschool.com\/blog\/what-is-machine-learning-top-5-skills-required-to-become-a-machine-learning-expert\/\"><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-thumbnail wp-image-6414\" src=\"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2016\/02\/DataAnalysis-150x150.jpg\" alt=\"DataAnalysis\" width=\"150\" height=\"150\" \/><br \/>\n<\/a><br \/>\n<strong>So what exactly is Machine Learning?<\/strong><\/p>\n<p>Machine Learning is simply making a computer perform a task without explicitly programming it. If we impose business rules to build a system and not let the machine find patterns on its own, we will not be able to put up with the versatility of the data that comes in.<\/p>\n<p>Let\u2019s explain this with an example. Suppose we manually looked through data to find patterns and coded our systems such that if I fall in the age range of 30-40 and I am a male, I would like product X more than product Y. What we did not consider is the personalization parameter. What if I am the odd one out who likes product Y? Even if I give some meaningful feedback about my choices like product ratings, reviews etc. it won\u2019t be possible for a manually driven system to consume that information for all customers and recommend the right product for each customer.<\/p>\n<p>Here machine learning becomes more of a necessity than a luxury if we want to be ahead of the curve.<\/p>\n<p><strong>What are the skills required to be a data scientist who uses machine learning?<\/strong><\/p>\n<p>Well, it\u2019s more of a broader question. Let\u2019s say the perfect data scientist is a person who possesses vast<\/p>\n<ul>\n<li>Domain knowledge,<\/li>\n<li>Advanced Mathematics knowledge<\/li>\n<li>Statistics skills,<\/li>\n<li>Proficient coding skills, and has<\/li>\n<li>Excellent communication skills.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>But with the evolution of data sciences, we have simplified these problems to a great extent.<\/p>\n<p>Someone who possesses the intuition of what these concepts are about is likely to be a better fit than someone who possesses all those skills and\u00a0doesn\u2019t\u00a0know where to apply it.<\/p>\n<p>If we look at where the market stands, we have excellent data\u00a0scientists with all kinds of background.<\/p>\n<ul>\n<li>Doctors learning how to code and picking up statistical concepts to make a contribution to the Healthcare industry.<\/li>\n<li>People from statistics or mathematics background are a natural fit.<\/li>\n<li>Engineers are always highly regarded in this field.<\/li>\n<li>Physicists, Geologists, and Management graduates all coming in and scoring excellent jobs in their respective domains.<\/li>\n<\/ul>\n<p>So it\u2019s not about the qualification as such, it\u2019s about the learning attitude and application skills that are taken into account. A knack for identifying and solving business problems is treated in high esteem.<\/p>\n<p><em>This article has been contributed by our faculty member who is a Machine Learning enthusiast and continuously\u00a0experimenting with new\u00a0Data Analytics tools.\u00a0<\/em><\/p>\n<p>Ivy is one of India\u2019s Top 10 Big data Analytics training companies involved in Big Data, Data Visualization, R and SAS classroom training in Kolkata, New Delhi, Bangalore and Pune.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>So what exactly is Machine Learning? Machine Learning is simply making a computer perform a task without explicitly programming it. If we impose business rules to build a system and not let the machine find patterns on its own, we will not be able to put up with the versatility of the data that comes in. Let\u2019s explain this with an example. Suppose we manually looked through data to find patterns and coded our systems such that if I fall in the age range of 30-40 and I am a male, I would like product X more than product Y. What we did not consider is the personalization parameter. What if I am the odd one out who likes product Y? Even if I give some meaningful feedback about my choices like product ratings, reviews etc. it won\u2019t be possible for a manually driven system to consume that information for all customers and recommend the right product for each customer. Here machine learning becomes more of a necessity than a luxury if we want to be ahead of the curve. What are the skills required to be a data scientist who uses machine learning? Well, it\u2019s more of a broader [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-6418","post","type-post","status-publish","format-standard","hentry","category-data-analytics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Why Machine Learning? Explore Careers, Salaries, and Opportunities.<\/title>\n<meta name=\"description\" content=\"Discover the top companies hiring machine learning experts in India, salary insights, and the scope of machine learning. 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