{"id":462,"date":"2026-03-26T11:02:51","date_gmt":"2026-03-26T11:02:51","guid":{"rendered":"https:\/\/socs.binus.ac.id\/data-science\/?p=462"},"modified":"2026-03-27T03:14:44","modified_gmt":"2026-03-27T03:14:44","slug":"year-1-skills","status":"publish","type":"post","link":"https:\/\/socs.binus.ac.id\/data-science\/2026\/03\/26\/year-1-skills\/","title":{"rendered":"Year 1 \u2014 Foundations of Data Science"},"content":{"rendered":"<div style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, sans-serif;color: #2c3e50;line-height: 1.8;max-width: 900px\">\n<p style=\"font-size: 1.05rem;background: #f0f7ff;border-left: 4px solid #2980b9;padding: 18px 22px;border-radius: 0 8px 8px 0;margin-bottom: 12px;color: #2c3e50\">Your first year is where it all begins. Before building models or writing algorithms, you need to understand what data science actually <em>is<\/em> \u2014 and learn to see the world through data. In Year 1, you&#8217;ll develop the mindset and core skills that every great data scientist carries: the ability to ask the right questions, explore messy data with confidence, and turn raw numbers into stories that drive decisions.<\/p>\n<p style=\"margin-bottom: 16px;font-size: 1rem;color: #34495e\">By the end of Year 1, you&#8217;ll be comfortable working with real datasets, creating compelling visualizations, and communicating insights to audiences who don&#8217;t speak &#8220;data.&#8221;<\/p>\n<h3 style=\"font-size: 0.85rem;font-weight: 700;color: #2980b9;text-transform: uppercase;letter-spacing: 0.1em;margin-top: 40px;margin-bottom: 14px;padding-bottom: 8px;border-bottom: 2px solid #ebf5fb\">What You&#8217;ll Be Able to Do<\/h3>\n<div style=\"padding: 0;margin: 0 0 24px 0\">\n<p style=\"padding: 9px 0;border-bottom: 1px solid #f0f4f8;color: #34495e;font-size: 0.97rem;margin: 0\"><span style=\"color: #2980b9;font-weight: bold;margin-right: 10px\">\u2192<\/span>Frame a data science problem and map out a solution approach<\/p>\n<p style=\"padding: 9px 0;border-bottom: 1px solid #f0f4f8;color: #34495e;font-size: 0.97rem;margin: 0\"><span style=\"color: #2980b9;font-weight: bold;margin-right: 10px\">\u2192<\/span>Explore, clean, and understand datasets using Python<\/p>\n<p style=\"padding: 9px 0;border-bottom: 1px solid #f0f4f8;color: #34495e;font-size: 0.97rem;margin: 0\"><span style=\"color: #2980b9;font-weight: bold;margin-right: 10px\">\u2192<\/span>Identify patterns, distributions, and relationships in data<\/p>\n<p style=\"padding: 9px 0;border-bottom: 1px solid #f0f4f8;color: #34495e;font-size: 0.97rem;margin: 0\"><span style=\"color: #2980b9;font-weight: bold;margin-right: 10px\">\u2192<\/span>Build visualizations that reveal insights \u2014 not just display numbers<\/p>\n<p style=\"padding: 9px 0;color: #34495e;font-size: 0.97rem;margin: 0\"><span style=\"color: #2980b9;font-weight: bold;margin-right: 10px\">\u2192<\/span>Tell a data story that connects analysis to real-world impact<\/p>\n<\/p><\/div>\n<h3 style=\"font-size: 0.85rem;font-weight: 700;color: #2980b9;text-transform: uppercase;letter-spacing: 0.1em;margin-top: 40px;margin-bottom: 14px;padding-bottom: 8px;border-bottom: 2px solid #ebf5fb\">Data Science Courses<\/h3>\n<table style=\"width: 100%;border-collapse: collapse;margin: 16px 0 32px;border-radius: 10px;overflow: hidden\">\n<thead>\n<tr style=\"background: #1a2f4e;color: #ffffff\">\n<th style=\"padding: 14px 18px;text-align: left;font-size: 0.8rem;font-weight: 600;text-transform: uppercase;letter-spacing: 0.08em\">Course<\/th>\n<th style=\"padding: 14px 18px;text-align: left;font-size: 0.8rem;font-weight: 600;text-transform: uppercase;letter-spacing: 0.08em\">What You&#8217;ll Learn<\/th>\n<th style=\"padding: 14px 18px;text-align: left;font-size: 0.8rem;font-weight: 600;text-transform: uppercase;letter-spacing: 0.08em\">Key Skills<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 14px 18px;vertical-align: top;font-size: 0.95rem;border-bottom: 1px solid #e8edf3;color: #1a2f4e;font-weight: 600;min-width: 180px\"><strong>Introduction to Data Science<\/strong><\/td>\n<td style=\"padding: 14px 18px;vertical-align: top;font-size: 0.95rem;border-bottom: 1px solid #e8edf3;color: #34495e\">Understand the data science landscape, how projects are structured, and how data science creates value across industries \u2014 from healthcare to finance to e-commerce.<\/td>\n<td style=\"padding: 14px 18px;vertical-align: top;font-size: 0.95rem;border-bottom: 1px solid #e8edf3;color: #34495e\">Problem framing, data science methodology, use-case evaluation<\/td>\n<\/tr>\n<tr style=\"background: #f7fafd\">\n<td style=\"padding: 14px 18px;vertical-align: top;font-size: 0.95rem;border-bottom: 1px solid #e8edf3;color: #1a2f4e;font-weight: 600;min-width: 180px\"><strong>Data Mining and Visualization<\/strong><\/td>\n<td style=\"padding: 14px 18px;vertical-align: top;font-size: 0.95rem;border-bottom: 1px solid #e8edf3;color: #34495e\">Dive into real datasets through Exploratory Data Analysis (EDA). Learn to handle missing values, detect outliers, understand distributions, and build visualizations that communicate findings clearly.<\/td>\n<td style=\"padding: 14px 18px;vertical-align: top;font-size: 0.95rem;border-bottom: 1px solid #e8edf3;color: #34495e\">Python (pandas, seaborn, Bokeh), EDA, data quality assessment, feature discovery, visual storytelling<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 style=\"font-size: 0.85rem;font-weight: 700;color: #2980b9;text-transform: uppercase;letter-spacing: 0.1em;margin-top: 40px;margin-bottom: 14px;padding-bottom: 8px;border-bottom: 2px solid #ebf5fb\">Beyond the Data Science Courses<\/h3>\n<p style=\"margin-bottom: 16px;font-size: 1rem;color: #34495e\">Year 1 also builds the mathematical and computational foundations you&#8217;ll rely on throughout the program \u2014 discrete mathematics, calculus, algorithm design, and programming fundamentals. These aren&#8217;t separate from data science; they&#8217;re the language it&#8217;s written in.<\/p>\n<p style=\"background: #1a2f4e;color: #d6e8f7;padding: 22px 26px;border-radius: 10px;margin-top: 32px;font-style: italic;font-size: 1.05rem;line-height: 1.7\">Year 1 is where curiosity meets structure. You&#8217;ll finish it ready to move from &#8220;what is data science?&#8221; to &#8220;let me build something with it.&#8221;<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Your first year is where it all begins. Before building models or writing algorithms, you need to understand what data science actually is \u2014 and learn to see the world through data. In Year 1, you&#8217;ll develop the mindset and core skills that every great data scientist carries: the ability to ask the right questions, [&hellip;]<\/p>\n","protected":false},"author":709,"featured_media":471,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-courses"],"_links":{"self":[{"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/posts\/462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/users\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/comments?post=462"}],"version-history":[{"count":1,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/posts\/462\/revisions"}],"predecessor-version":[{"id":463,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/posts\/462\/revisions\/463"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/media\/471"}],"wp:attachment":[{"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/media?parent=462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/categories?post=462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/socs.binus.ac.id\/data-science\/wp-json\/wp\/v2\/tags?post=462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}