{"id":478,"date":"2025-04-08T22:08:53","date_gmt":"2025-04-08T16:38:53","guid":{"rendered":"https:\/\/www.invictusengineers.com\/events\/?post_type=event_listing&#038;p=478"},"modified":"2025-06-16T16:58:57","modified_gmt":"2025-06-16T11:28:57","slug":"data-science-workshop","status":"publish","type":"event_listing","link":"https:\/\/www.invictusengineers.com\/events\/event\/data-science-workshop\/","title":{"rendered":"Data Science Workshop"},"content":{"rendered":"<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium wp-image-579\" src=\"https:\/\/www.invictusengineers.com\/events\/wp-content\/uploads\/2025\/04\/data-science-300x193.png\" alt=\"\" width=\"300\" height=\"193\" srcset=\"https:\/\/www.invictusengineers.com\/events\/wp-content\/uploads\/2025\/04\/data-science-300x193.png 300w, https:\/\/www.invictusengineers.com\/events\/wp-content\/uploads\/2025\/04\/data-science.png 357w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong data-start=\"157\" data-end=\"222\">Data Science Workshop \u2013 Learn How to Turn Data into Decisions<\/strong><br data-start=\"222\" data-end=\"225\" \/>Data is the new oil \u2014 and those who know how to use it are the ones shaping the future. Whether you&#8217;re from a tech or non-tech background, this <strong data-start=\"369\" data-end=\"388\">5-hour workshop<\/strong> gives you a hands-on entry into the world of <strong data-start=\"434\" data-end=\"450\">Data Science<\/strong>, one of the most in-demand and future-proof careers globally.<\/p>\n<p>&nbsp;<\/p>\n<p><strong data-start=\"695\" data-end=\"715\">Who Should Join?<\/strong><br data-start=\"715\" data-end=\"718\" \/>\ud83d\udcca Students from CSE, IT, ECE, EEE, or any branch curious about data<br data-start=\"786\" data-end=\"789\" \/>\ud83e\udde0 Beginners with interest in analytics, ML, or research<br data-start=\"845\" data-end=\"848\" \/>\ud83d\udcc8 Anyone aiming for careers in Data Science, AI, or Business Intelligence<br data-start=\"922\" data-end=\"925\" \/>\ud83d\udcbc Final-year students preparing for placements in tech or consulting<br data-start=\"994\" data-end=\"997\" \/>\ud83e\uddee Students who love numbers, logic, patterns, or problem-solving<\/p>\n<p>&nbsp;<\/p>\n<p><strong data-start=\"1143\" data-end=\"1182\">Why This Workshop is a Game-Changer<\/strong><br data-start=\"1182\" data-end=\"1185\" \/>\u2705 Learn core data science concepts even with zero coding background<br data-start=\"1252\" data-end=\"1255\" \/>\u2705 Understand how data drives real-world decisions in tech, healthcare, finance, etc.<br data-start=\"1339\" data-end=\"1342\" \/>\u2705 Hands-on with tools like Python, Jupyter, Pandas, and Power BI<br data-start=\"1406\" data-end=\"1409\" \/>\u2705 Build your first data project and visualize results like a pro<br data-start=\"1473\" data-end=\"1476\" \/>\u2705 Strengthen your resume and LinkedIn with data skills<br data-start=\"1530\" data-end=\"1533\" \/>\u2705 Get career clarity and internship pathways in data &amp; analytics<\/p>\n<p>&nbsp;<\/p>\n<p class=\"\" data-start=\"1606\" data-end=\"1646\"><strong data-start=\"1606\" data-end=\"1646\">What You\u2019ll Learn (Module Breakdown)<\/strong><\/p>\n<p class=\"\" data-start=\"1648\" data-end=\"1685\"><strong data-start=\"1648\" data-end=\"1683\">Module 1: What is Data Science?<\/strong><\/p>\n<ul data-start=\"1686\" data-end=\"1862\">\n<li class=\"\" data-start=\"1686\" data-end=\"1716\">\n<p class=\"\" data-start=\"1688\" data-end=\"1716\">The Data Science lifecycle<\/p>\n<\/li>\n<li class=\"\" data-start=\"1717\" data-end=\"1786\">\n<p class=\"\" data-start=\"1719\" data-end=\"1786\">Real-world examples (Netflix, Swiggy, Flipkart, Healthcare, etc.)<\/p>\n<\/li>\n<li class=\"\" data-start=\"1787\" data-end=\"1862\">\n<p class=\"\" data-start=\"1789\" data-end=\"1862\">Tools &amp; roles: Data Analyst, Data Engineer, ML Engineer, Data Scientist<\/p>\n<\/li>\n<\/ul>\n<p class=\"\" data-start=\"1864\" data-end=\"1909\"><strong data-start=\"1864\" data-end=\"1907\">Module 2: Data Handling &amp; Preprocessing<\/strong><\/p>\n<ul data-start=\"1910\" data-end=\"2081\">\n<li class=\"\" data-start=\"1910\" data-end=\"1970\">\n<p class=\"\" data-start=\"1912\" data-end=\"1970\">Types of data: structured, unstructured, semi-structured<\/p>\n<\/li>\n<li class=\"\" data-start=\"1971\" data-end=\"2021\">\n<p class=\"\" data-start=\"1973\" data-end=\"2021\">Basics of Python, Pandas, and Jupyter Notebook<\/p>\n<\/li>\n<li class=\"\" data-start=\"2022\" data-end=\"2081\">\n<p class=\"\" data-start=\"2024\" data-end=\"2081\">Data cleaning, wrangling, and transformation techniques<\/p>\n<\/li>\n<\/ul>\n<p class=\"\" data-start=\"2083\" data-end=\"2130\"><strong data-start=\"2083\" data-end=\"2128\">Module 3: Exploratory Data Analysis (EDA)<\/strong><\/p>\n<ul data-start=\"2131\" data-end=\"2295\">\n<li class=\"\" data-start=\"2131\" data-end=\"2185\">\n<p class=\"\" data-start=\"2133\" data-end=\"2185\">Finding patterns, trends, and insights in datasets<\/p>\n<\/li>\n<li class=\"\" data-start=\"2186\" data-end=\"2245\">\n<p class=\"\" data-start=\"2188\" data-end=\"2245\">Visualizing data using Matplotlib, Seaborn, or Power BI<\/p>\n<\/li>\n<li class=\"\" data-start=\"2246\" data-end=\"2295\">\n<p class=\"\" data-start=\"2248\" data-end=\"2295\">Hands-on with real datasets (Excel\/CSV files)<\/p>\n<\/li>\n<\/ul>\n<p class=\"\" data-start=\"2297\" data-end=\"2346\"><strong data-start=\"2297\" data-end=\"2344\">Module 4: Your First Machine Learning Model<\/strong><\/p>\n<ul data-start=\"2347\" data-end=\"2519\">\n<li class=\"\" data-start=\"2347\" data-end=\"2395\">\n<p class=\"\" data-start=\"2349\" data-end=\"2395\">What is machine learning? Simple explanation<\/p>\n<\/li>\n<li class=\"\" data-start=\"2396\" data-end=\"2469\">\n<p class=\"\" data-start=\"2398\" data-end=\"2469\">Build a basic prediction model using Python (e.g., Linear Regression)<\/p>\n<\/li>\n<li class=\"\" data-start=\"2470\" data-end=\"2519\">\n<p class=\"\" data-start=\"2472\" data-end=\"2519\">Understanding accuracy, training, and testing<\/p>\n<\/li>\n<\/ul>\n<p class=\"\" data-start=\"2521\" data-end=\"2559\"><strong data-start=\"2521\" data-end=\"2557\">Module 5: Career in Data Science<\/strong><\/p>\n<ul data-start=\"2560\" data-end=\"2712\">\n<li class=\"\" data-start=\"2560\" data-end=\"2606\">\n<p class=\"\" data-start=\"2562\" data-end=\"2606\">What companies look for in data candidates<\/p>\n<\/li>\n<li class=\"\" data-start=\"2607\" data-end=\"2648\">\n<p class=\"\" data-start=\"2609\" data-end=\"2648\">Resume keywords, GitHub project ideas<\/p>\n<\/li>\n<li class=\"\" data-start=\"2649\" data-end=\"2712\">\n<p class=\"\" data-start=\"2651\" data-end=\"2712\">Free resources, internship portals, and certification paths<\/p>\n<\/li>\n<\/ul>\n<p><strong data-start=\"3374\" data-end=\"3402\">Outcomes You Can Expect:<\/strong><br data-start=\"3402\" data-end=\"3405\" \/>\u2705 Understand the core concepts of data science &amp; machine learning<br data-start=\"3470\" data-end=\"3473\" \/>\u2705 Handle real datasets with ease using modern tools<br data-start=\"3524\" data-end=\"3527\" \/>\u2705 Build your first project and showcase it on GitHub<br data-start=\"3579\" data-end=\"3582\" \/>\u2705 Become interview and internship-ready<br data-start=\"3621\" data-end=\"3624\" \/>\u2705 Add high-value data science skills to your portfolio<\/p>\n","protected":false},"featured_media":579,"template":"","meta":{"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":"","theme-transparent-header-meta":"default","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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"event_listing_category":[],"event_listing_type":[55],"event_listing_tag":[],"class_list":["post-478","event_listing","type-event_listing","status-publish","has-post-thumbnail","hentry","event_listing_type-workshop"],"_links":{"self":[{"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing\/478","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing"}],"about":[{"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/types\/event_listing"}],"version-history":[{"count":6,"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing\/478\/revisions"}],"predecessor-version":[{"id":701,"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing\/478\/revisions\/701"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/media\/579"}],"wp:attachment":[{"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/media?parent=478"}],"wp:term":[{"taxonomy":"event_listing_category","embeddable":true,"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing_category?post=478"},{"taxonomy":"event_listing_type","embeddable":true,"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing_type?post=478"},{"taxonomy":"event_listing_tag","embeddable":true,"href":"https:\/\/www.invictusengineers.com\/events\/wp-json\/wp\/v2\/event_listing_tag?post=478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}