{"id":45760,"date":"2024-09-10T12:36:17","date_gmt":"2024-09-10T07:06:17","guid":{"rendered":"https:\/\/staging.nanoschool.in\/wp\/?p=45760"},"modified":"2026-04-07T12:31:12","modified_gmt":"2026-04-07T07:01:12","slug":"data-science-and-ai-for-beginners","status":"publish","type":"post","link":"https:\/\/staging.nanoschool.in\/wp\/biotechnology\/data-science-and-ai-for-beginners\/","title":{"rendered":"Data Science and AI for Beginners"},"content":{"rendered":"<div class=\"nsp-isolated-wrapper\">\n<p><meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <link rel=\"stylesheet\" href=\"https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/font-awesome\/6.0.0-beta3\/css\/all.min.css\">\n<style>\n* {\nbox-sizing: border-box;\nmargin: 0;\npadding: 0;\n}\nbody {\nfont-family: Arial, sans-serif;\n}\n.aih-navbar {\ndisplay: flex;\njustify-content: space-between; \nalign-items: center;\npadding: 10px 20px;\nbackground-color: #ffffff;\nborder-bottom: 1px solid #eeeeee;\nheight: 60px; 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width: 250px;\">\n<div class=\"nsp-hero-label\">Mentor Based<\/div>\n<\/div>\n<\/figure>\n<div class=\"nsp-hero-body\">\n<h1 class=\"nsp-hero-title\">Data Science and AI for Beginners<\/h1>\n<p class=\"nsp-hero-excerpt\">For Beginners, students, and data enthusiasts <\/p>\n<div class=\"nsp-hero-ctas\">\n<p><a href=\"https:\/\/staging.nanoschool.in\/wp\/ai-course\/registration\/?pid=344\" class=\"nsp-btn nsp-btn--primary\" id=\"enbtn\">Register Now<\/a><a href=\"https:\/\/staging.nanoschool.in\/wp\/ai\/aipg\/\" class=\"nsp-btn nsp-btn--outline\" id=\"enbtn\">Explore Details<\/a><\/p>\n<p class=\"nsp-hero-note\">Early access to e-LMS included<\/p>\n<\/div>\n<div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"nsp-meta\">\n<ul class=\"nsp-meta-list nsp-layout-3col\">\n<li><strong>Mode:<\/strong> Online\/ e-LMS<\/li>\n<li><strong>Type:<\/strong> Mentor Based<\/li>\n<li><strong>Level:<\/strong> Moderate<\/li>\n<li><strong>Duration:<\/strong> 6 Weeks<\/li>\n<\/ul>\n<\/section>\n<section class=\"nsp-block\">\n<div style=\"display: flex;justify-content: space-between;\">\n<div style=\"width: auto;\">\n<h2>About This Course<\/h2>\n<div>\n<p>The Data Science and AI for Beginners course introduces key concepts of data science and artificial intelligence, perfect for those just starting out. Over 6 weeks, you&#8217;ll learn how to handle data, understand machine learning basics, and use industry-standard AI tools. With no prior experience required, this program gives participants hands-on experience, ensuring a strong foundation in AI and data analysis.<br \/>\nBy the end of this course, you\u2019ll know how to work with data, apply AI techniques, and make informed, data-driven decisions.<\/p>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"nsp-block\">\n<h2>Program Structure<\/h2>\n<p><b>Module 1: Introduction to Data Science (2 Weeks)<\/b><\/p>\n<ul>\n<li>Overview of data science and its role in AI<\/li>\n<li>Key techniques in data collection, cleaning, and analysis<\/li>\n<li>Structured vs. unstructured data explained<\/li>\n<li>Introduction to Python for data handling<\/li>\n<li>Hands-on project: Clean and explore a dataset<\/li>\n<\/ul>\n<p><b>Module 2: Fundamentals of Machine Learning (2 Weeks)<\/b><\/p>\n<ul>\n<li>Supervised vs. unsupervised learning<\/li>\n<li>Key algorithms: Decision Trees, K-Nearest Neighbors, Linear Regression<\/li>\n<li>Using Scikit-learn to build machine learning models<\/li>\n<li>Evaluating model performance: metrics and error measurement<\/li>\n<li>Hands-on project: Predict housing prices using machine learning<\/li>\n<\/ul>\n<p><b>Module 3: Core AI Tools \u2013 Pandas, NumPy, and Matplotlib (2 Weeks)<\/b><\/p>\n<ul>\n<li>Using Pandas for data manipulation<\/li>\n<li>NumPy for numerical computing and arrays<\/li>\n<li>Data visualization with Matplotlib: charts, graphs, and plots<\/li>\n<li>Hands-on project: Create a visual data report for business insights<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<\/section>\n<section class=\"nsp-block\">\n<h2>Who Should Enrol?<\/h2>\n<div>\n<ul>\n<li><b>Beginners who are curious about data science and AI.<\/b><\/li>\n<li><b>Students looking to learn basic data handling and machine learning.<\/b><\/li>\n<li><b>Anyone interested in understanding how data is analyzed and used in AI applications.<\/b><\/li>\n<li><b>Data enthusiasts who want hands-on experience with Python and AI tools.<\/b><\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<\/div>\n<\/section>\n<section class=\"nsp-block\">\n<h2>Program Outcomes<\/h2>\n<div>\n<p><b>Upon completing the course, you will:<\/b><\/p>\n<ul>\n<li>Understand key data science concepts.<\/li>\n<li>Be able to clean, process, and visualize data using Python tools like Pandas, NumPy, and Matplotlib.<\/li>\n<li>Know basic machine learning techniques and how to build predictive models.<\/li>\n<li>Have practical experience applying AI techniques to real-world problems.<\/li>\n<li>Be ready to explore advanced AI and machine learning courses.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<\/div>\n<\/section>\n<section class=\"nsp-block\">\n<h2>Fee Structure<\/h2>\n<div class=\"nsp-fee-grid nsp-layout-2col\">\n<div class=\"nsp-fee-card\">\n<p><strong>Discounted:<\/strong> \u20b916499 | $207<\/p>\n<\/div>\n<\/div>\n<p class=\"nsp-currency-note\">We accept 20+ global currencies.<span class=\"nsp-link\" > <a data-toggle=\"modal\" data-bs-toggle=\"modal\" data-target=\"#frm-modal-0\" data-bs-target=\"#frm-modal-0\" href=\"#\">View list \u2192<\/a><\/span><\/p>\n<\/section>\n<section class=\"nsp-block\">\n<h2>What You&#8217;ll Gain<\/h2>\n<div class=\"nsp-takeaways nsp-layout-2col\">\n<div>\n<ul class=\"nsp-takeaways-list\">\n<li>Full access to e-LMS<\/li>\n<li>Real-world dry lab projects<\/li>\n<li>1:1 project guidance<\/li>\n<li>Publication opportunity<\/li>\n<li>Self-assessment &#038; final exam<\/li>\n<li>e-Certificate &#038; e-Marksheet<\/li>\n<\/ul>\n<\/div>\n<div>\n<div class=\"nsp-cert-preview ctrpdv1\"><\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"nsp-hof\">\n<header class=\"nsp-hof-header\">\n<h2>Join Our Hall of Fame!<\/h2>\n<p>Take your research to the next level with NanoSchool.<\/p>\n<\/header>\n<div class=\"nsp-hof-grid nsp-layout-2col\">\n<div class=\"nsp-hof-card\">\n<h3>Publication Opportunity<\/h3>\n<p>Get published in a prestigious open-access journal.<\/p>\n<\/div>\n<div class=\"nsp-hof-card\">\n<h3>Centre of Excellence<\/h3>\n<p>Become part of an elite research community.<\/p>\n<\/div>\n<div class=\"nsp-hof-card\">\n<h3>Networking &#038; Learning<\/h3>\n<p>Connect with global researchers and mentors.<\/p>\n<\/div>\n<div class=\"nsp-hof-card\">\n<h3>Global Recognition<\/h3>\n<p>Worth \u20b920,000 \/ $1,000 in academic value.<\/p>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"nsp-support\">\n<div class=\"nsp-support-box\">\n<h3>Need Help?<\/h3>\n<p>We&#8217;re here for you!<\/p>\n<p><a href=\"tel:+911204781217\" class=\"nsp-support-tel\"><br \/>\n<span class=\"nsp-icon\"><\/span> (+91) 120-4781-217<br \/>\n<\/a>\n<\/div>\n<\/section>\n<section class=\"nsp-feedback\">\n<p><div style=\"all:initial!important;display:grid!important;grid-template-columns:repeat(auto-fit,minmax(250px,1fr))!important;gap:22px!important;max-width:1280px!important;margin:0 auto!important;padding:18px!important;background:#f4f6fb!important;border:1px solid #e9ecf7!important;border-radius:18px!important;box-sizing:border-box!important;isolation:isolate!important\" aria-label=\"AI Courses Grid\"><div class=\"frm_grid_container\"><div class=\"frm12\" style=\"border-color: #ffffff;background-color: #ffffff;\"><div style=\"all:initial!important;display:flex!important;flex-wrap:wrap!important;gap:18px!important;justify-content:center!important;align-items:stretch!important;width:100%!important;max-width:1200px!important;margin:0 auto!important;padding:14px!important;background:#f8fafc!important;border:1px solid #eef2f7!important;border-radius:12px!important;box-sizing:border-box!important;\" aria-label=\"Testimonial Section\"> <div style=\"all:initial!important;flex:0 1 320px!important;width:auto!important;background:#ffffff!important;border:1px solid #e5e7eb!important;border-radius:12px!important;box-shadow:0 6px 18px rgba(15,23,42,.06)!important;padding:16px 18px!important;color:#0f172a!important;font:400 14px\/1.55 system-ui,-apple-system,Segoe UI,Roboto,Ubuntu,Cantarell,Noto Sans,sans-serif!important;text-align:left!important;transition:transform .2s ease, box-shadow .2s ease, border-color .2s ease!important;box-sizing:border-box!important;\" role=\"listitem\"> <div style=\"all:initial!important;line-height:1!important;\"> <span style=\"all:initial!important;font-size:18px!important;color:#f59e0b!important;fill:currentColor!important;vertical-align:middle!important;\">\u2605\u2605\u2605\u2605\u2605<\/span> <\/div> <div style=\"all:initial!important;display:flex!important;align-items:center!important;justify-content:space-between!important;gap:10px!important;margin-bottom:8px!important;\"> <strong style=\"all:initial!important;color:#0f172a!important;font-weight:700!important;font-size:16px!important;\">Cancer Drug Discovery: Creating Cancer Therapies<\/strong> <\/div> <span style=\"all:initial!important;display:block!important;margin-top:6px!important;color:#334155!important;font-size:14px!important;max-height:80px !important;overflow:hidden!important;text-overflow:ellipsis!important;\" aria-label=\"Testimonial Content: <p>Undoubtedly, the professor's expertise was evident, and their ability to cover a vast amount of material within the given timeframe was impressive. However, the pace at which the content was presented made it challenging for some attendees, including myself, to fully grasp and absorb the information.<\/p>\n\"><p>Undoubtedly, the professor's expertise was evident, and their ability to cover a vast amount of material within the given timeframe was impressive. However, the pace at which the content was presented made it challenging for some attendees, including myself, to fully grasp and absorb the information.<\/p>\n<\/span> <span style=\"all:initial!important;display:block!important;margin-top:10px!important;font-size:12px!important;color:#64748b!important;\"> <span aria-label=\"Testimonial Author: Mario Rigo\" style=\"all:initial!important;\">Mario Rigo<\/span> \u2022 <time style=\"all:initial!important;\" datetime=\"November 30, 2023 at 5:18 pm\">November 30, 2023 at 5:18 pm<\/time><\/span><\/div><\/div>\n<\/div><\/div><div class=\"frm_grid_container\"><div class=\"frm12\" style=\"border-color: #ffffff;background-color: #ffffff;\"><div style=\"all:initial!important;display:flex!important;flex-wrap:wrap!important;gap:18px!important;justify-content:center!important;align-items:stretch!important;width:100%!important;max-width:1200px!important;margin:0 auto!important;padding:14px!important;background:#f8fafc!important;border:1px solid #eef2f7!important;border-radius:12px!important;box-sizing:border-box!important;\" aria-label=\"Testimonial Section\"> <div style=\"all:initial!important;flex:0 1 320px!important;width:auto!important;background:#ffffff!important;border:1px solid #e5e7eb!important;border-radius:12px!important;box-shadow:0 6px 18px rgba(15,23,42,.06)!important;padding:16px 18px!important;color:#0f172a!important;font:400 14px\/1.55 system-ui,-apple-system,Segoe UI,Roboto,Ubuntu,Cantarell,Noto Sans,sans-serif!important;text-align:left!important;transition:transform .2s ease, box-shadow .2s ease, border-color .2s ease!important;box-sizing:border-box!important;\" role=\"listitem\"> <div style=\"all:initial!important;line-height:1!important;\"> <span style=\"all:initial!important;font-size:18px!important;color:#f59e0b!important;fill:currentColor!important;vertical-align:middle!important;\">\u2605\u2605\u2605\u2605\u2605<\/span> <\/div> <div style=\"all:initial!important;display:flex!important;align-items:center!important;justify-content:space-between!important;gap:10px!important;margin-bottom:8px!important;\"> <strong style=\"all:initial!important;color:#0f172a!important;font-weight:700!important;font-size:16px!important;\">Power BI and Advanced SQL Mastery Integration Workshop, CRISPR-Cas Genome Editing: Workflow, Tools and Techniques<\/strong> <\/div> <span style=\"all:initial!important;display:block!important;margin-top:6px!important;color:#334155!important;font-size:14px!important;max-height:80px !important;overflow:hidden!important;text-overflow:ellipsis!important;\" aria-label=\"Testimonial Content: <p>Good! Thank you<\/p>\n\"><p>Good! Thank you<\/p>\n<\/span> <span style=\"all:initial!important;display:block!important;margin-top:10px!important;font-size:12px!important;color:#64748b!important;\"> <span aria-label=\"Testimonial Author: Silvia Santopolo\" style=\"all:initial!important;\">Silvia Santopolo<\/span> \u2022 <time style=\"all:initial!important;\" datetime=\"December 5, 2023 at 4:01 pm\">December 5, 2023 at 4:01 pm<\/time><\/span><\/div><\/div>\n<\/div><\/div><div class=\"frm_grid_container\"><div class=\"frm12\" style=\"border-color: #ffffff;background-color: #ffffff;\"><div style=\"all:initial!important;display:flex!important;flex-wrap:wrap!important;gap:18px!important;justify-content:center!important;align-items:stretch!important;width:100%!important;max-width:1200px!important;margin:0 auto!important;padding:14px!important;background:#f8fafc!important;border:1px solid #eef2f7!important;border-radius:12px!important;box-sizing:border-box!important;\" aria-label=\"Testimonial Section\"> <div style=\"all:initial!important;flex:0 1 320px!important;width:auto!important;background:#ffffff!important;border:1px solid #e5e7eb!important;border-radius:12px!important;box-shadow:0 6px 18px rgba(15,23,42,.06)!important;padding:16px 18px!important;color:#0f172a!important;font:400 14px\/1.55 system-ui,-apple-system,Segoe UI,Roboto,Ubuntu,Cantarell,Noto Sans,sans-serif!important;text-align:left!important;transition:transform .2s ease, box-shadow .2s ease, border-color .2s ease!important;box-sizing:border-box!important;\" role=\"listitem\"> <div style=\"all:initial!important;line-height:1!important;\"> <span style=\"all:initial!important;font-size:18px!important;color:#f59e0b!important;fill:currentColor!important;vertical-align:middle!important;\">\u2605\u2605\u2605\u2605\u2605<\/span> <\/div> <div style=\"all:initial!important;display:flex!important;align-items:center!important;justify-content:space-between!important;gap:10px!important;margin-bottom:8px!important;\"> <strong style=\"all:initial!important;color:#0f172a!important;font-weight:700!important;font-size:16px!important;\">Artificial Intelligence for Cancer Drug Delivery<\/strong> <\/div> <span style=\"all:initial!important;display:block!important;margin-top:6px!important;color:#334155!important;font-size:14px!important;max-height:80px !important;overflow:hidden!important;text-overflow:ellipsis!important;\" aria-label=\"Testimonial Content: <p>Informative lectures<\/p>\n\"><p>Informative lectures<\/p>\n<\/span> <span style=\"all:initial!important;display:block!important;margin-top:10px!important;font-size:12px!important;color:#64748b!important;\"> <span aria-label=\"Testimonial Author: G Jyothi\" style=\"all:initial!important;\">G Jyothi<\/span> \u2022 <time style=\"all:initial!important;\" datetime=\"January 18, 2024 at 11:44 pm\">January 18, 2024 at 11:44 pm<\/time><\/span><\/div><\/div>\n<\/div><\/div><div class=\"frm_grid_container\"><div class=\"frm12\" style=\"border-color: #ffffff;background-color: #ffffff;\"><div style=\"all:initial!important;display:flex!important;flex-wrap:wrap!important;gap:18px!important;justify-content:center!important;align-items:stretch!important;width:100%!important;max-width:1200px!important;margin:0 auto!important;padding:14px!important;background:#f8fafc!important;border:1px solid #eef2f7!important;border-radius:12px!important;box-sizing:border-box!important;\" aria-label=\"Testimonial Section\"> <div style=\"all:initial!important;flex:0 1 320px!important;width:auto!important;background:#ffffff!important;border:1px solid #e5e7eb!important;border-radius:12px!important;box-shadow:0 6px 18px rgba(15,23,42,.06)!important;padding:16px 18px!important;color:#0f172a!important;font:400 14px\/1.55 system-ui,-apple-system,Segoe UI,Roboto,Ubuntu,Cantarell,Noto Sans,sans-serif!important;text-align:left!important;transition:transform .2s ease, box-shadow .2s ease, border-color .2s ease!important;box-sizing:border-box!important;\" role=\"listitem\"> <div style=\"all:initial!important;line-height:1!important;\"> <span style=\"all:initial!important;font-size:18px!important;color:#f59e0b!important;fill:currentColor!important;vertical-align:middle!important;\">\u2605\u2605\u2605\u2605\u2605<\/span> <\/div> <div style=\"all:initial!important;display:flex!important;align-items:center!important;justify-content:space-between!important;gap:10px!important;margin-bottom:8px!important;\"> <strong style=\"all:initial!important;color:#0f172a!important;font-weight:700!important;font-size:16px!important;\">Artificial Intelligence for Cancer Drug Delivery<\/strong> <\/div> <span style=\"all:initial!important;display:block!important;margin-top:6px!important;color:#334155!important;font-size:14px!important;max-height:80px !important;overflow:hidden!important;text-overflow:ellipsis!important;\" aria-label=\"Testimonial Content: <p>delt with all the topics associated with the subject matter<\/p>\n\"><p>delt with all the topics 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