{"id":143,"date":"2023-02-28T22:15:09","date_gmt":"2023-02-28T22:15:09","guid":{"rendered":"http:\/\/localhost\/qeducato\/?post_type=courses&#038;p=143"},"modified":"2025-03-20T18:16:22","modified_gmt":"2025-03-20T18:16:22","slug":"dataanalytics","status":"publish","type":"courses","link":"https:\/\/srcm.edu.in\/?courses=dataanalytics","title":{"rendered":"BCA &#8211; DATA ANALYTICS"},"content":{"rendered":"<h3>Course Overview<\/h3>\n<p><b>What You Learn in BCA Data Analytics Course<\/b><\/p>\n<p><span style=\"font-weight: 400;\">This program is a mix of <\/span><b>core computer science, analytics tools, AI\/ML concepts, and real-world data applications<\/b><span style=\"font-weight: 400;\">, offered over six semesters.<\/span><\/p>\n<p><b>Semester-wise Overview<\/b><\/p>\n<p><b>Semester I<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Fundamentals of Information Technology<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Programming in C<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Computational Mathematics<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Office Automation (MS Word, Excel, PowerPoint, Access)<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C Programming Lab<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Focus:<\/b><span style=\"font-weight: 400;\"> Basic computing, problem-solving, and programming foundations.<\/span><\/li>\n<\/ul>\n<p><b>Semester II<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Structures using C<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Database Management Systems (SQL &amp; PL\/SQL)<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Computer Organization &amp; Architecture<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>DBMS &amp; Data Structure Labs<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Focus:<\/b><span style=\"font-weight: 400;\"> Data storage, manipulation, and computer internals.<\/span><\/li>\n<\/ul>\n<p><b>Semester III<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Operating Systems<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Object-Oriented Programming using Java<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Computer Networks<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Java Lab, OS Lab<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Electives:<\/b><span style=\"font-weight: 400;\"> Digital Marketing \/ Web Content \/ DevOps<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Focus:<\/b><span style=\"font-weight: 400;\"> System-level understanding and object-oriented programming.<\/span><\/li>\n<\/ul>\n<p><b>Semester IV<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Python Programming<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Statistical Computing using R<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Warehousing &amp; Data Mining<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Python Lab, Data Analytics Lab<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Elective:<\/b><span style=\"font-weight: 400;\"> Optimization \/ Internet Basics \/ OOAD<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Analytics using Excel (Compulsory)<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Focus:<\/b><span style=\"font-weight: 400;\"> Key analytical tools (Python, R, Excel), mining and storing data.<\/span><\/li>\n<\/ul>\n<p><b>Semester V<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Software Engineering<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Artificial Intelligence<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business Intelligence and Analytics<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Web Development<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Machine Learning<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Design Analysis and Algorithms<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Labs:<\/b><span style=\"font-weight: 400;\"> AI\/ML Lab, Web Dev Lab, Algorithms Lab<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Visualization using Power BI &amp; Tableau (Compulsory)<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Focus:<\/b><span style=\"font-weight: 400;\"> Building AI\/ML solutions, business insights, visualizations.<\/span><\/li>\n<\/ul>\n<p><b>Semester VI<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Natural Language Processing<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Big Data Analytics<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Multivariate Data Analysis<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cybersecurity Principles<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Project Work (Major Capstone Project)<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Focus:<\/b><span style=\"font-weight: 400;\"> Advanced analytics, unstructured data, big data, final integration via project.<\/span><\/li>\n<\/ul>\n<p><b>Tools &amp; Technologies You Learn<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Languages:<\/b><span style=\"font-weight: 400;\"> C, Java, Python, SQL, R<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Analytics Tools:<\/b><span style=\"font-weight: 400;\"> Excel, R, Power BI, Tableau<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Databases:<\/b><span style=\"font-weight: 400;\"> SQL, PL\/SQL, Access<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Frameworks:<\/b><span style=\"font-weight: 400;\"> Scikit-learn, Pandas, Matplotlib, NumPy<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Web Tech:<\/b><span style=\"font-weight: 400;\"> HTML, CSS, JavaScript (via Web Development)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Platforms:<\/b><span style=\"font-weight: 400;\"> MS Office, Oracle, MySQL<\/span><\/li>\n<\/ul>\n<p><b>Skills &amp; Career Readiness<\/b><\/p>\n<p><span style=\"font-weight: 400;\">By the end of the program, a student can:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyze and visualize structured and unstructured data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Build machine learning models.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use tools like Excel, R, Tableau, Power BI for dashboards and reporting.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Develop AI applications.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Create real-time web-based data-driven projects.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Apply statistical methods to real-world problems.<\/span><\/li>\n<\/ul>\n<p><b>Career Paths:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Analyst<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Business Intelligence Developer<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Junior Data Scientist<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI\/ML Developer<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Web\/Data App Developer<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">BI Consultant<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Data analytics is the process of examining data to identify patterns, trends, and insights, ultimately enabling data-driven decision-making and business improvement.<br \/>\nThis program is a mix of core computer science, analytics tools, AI\/ML concepts<\/p>\n","protected":false},"featured_media":3175,"menu_order":2,"template":"","meta":[],"categories":[29],"class_list":["post-143","courses","type-courses","status-publish","has-post-thumbnail","hentry","category-bca"],"_links":{"self":[{"href":"https:\/\/srcm.edu.in\/index.php?rest_route=\/wp\/v2\/courses\/143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/srcm.edu.in\/index.php?rest_route=\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/srcm.edu.in\/index.php?rest_route=\/wp\/v2\/types\/courses"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/srcm.edu.in\/index.php?rest_route=\/wp\/v2\/media\/3175"}],"wp:attachment":[{"href":"https:\/\/srcm.edu.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/srcm.edu.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}