{"id":2474,"date":"2026-03-22T21:26:02","date_gmt":"2026-03-22T21:26:02","guid":{"rendered":"https:\/\/alhumdu.com\/ift\/?post_type=lp_course&#038;p=2474"},"modified":"2026-04-21T19:27:28","modified_gmt":"2026-04-21T19:27:28","slug":"data-science-analytics","status":"publish","type":"lp_course","link":"https:\/\/alhumdu.com\/ift\/courses\/data-science-analytics\/","title":{"rendered":"Data Science &#038; Analytics"},"content":{"rendered":"<p><strong><b>Course Overview<\/b><\/strong><\/p>\n<p>Become a data scientist. Learn Python, statistics, basic ML algorithms, data visualization and real projects.<\/p>\n<p><strong><b>About This Course<\/b><\/strong><\/p>\n<p>Complete data science bootcamp covering Python, statistics, machine learning, deep learning, and data visualization. Work on real industry projects and build a strong portfolio. Includes interview preparation.<\/p>\n<p><strong><b>What You\u2019ll Learn<\/b><\/strong><\/p>\n<ul>\n<li>Python for data science<\/li>\n<li>Statistics and probability<\/li>\n<li>Pandas and NumPy<\/li>\n<li>Data visualization (Matplotlib, Seaborn)<\/li>\n<li>Machine learning algorithms<\/li>\n<li>Deep learning basics<\/li>\n<li>SQL for data analysis<\/li>\n<li>Real-world projects<\/li>\n<li>Interview preparation<\/li>\n<\/ul>\n<p><strong><b>Course Modules<\/b><\/strong><\/p>\n<ul>\n<li>Python Programming<\/li>\n<li>Statistics, Probability, Linear Algebra Fundamentals<\/li>\n<li>Data Analysis with Pandas<\/li>\n<li>Data Visualization<\/li>\n<li>SQL and Databases<\/li>\n<li>Machine Learning Algorithms<\/li>\n<li>Supervised Learning<\/li>\n<li>Unsupervised Learning<\/li>\n<li>Deep Learning &amp; Neural Networks<\/li>\n<li>Artificial Intelligence Application<\/li>\n<li>Natural Language Processing<\/li>\n<li>Time Series Analysis<\/li>\n<li>Model Deployment<\/li>\n<li>Industry Projects<\/li>\n<li>Interview Prep<\/li>\n<\/ul>\n<p><strong><b>Tools &amp; Technologies<\/b><\/strong><\/p>\n<p>Python, Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, Seaborn, SQL, Jupyter, Git<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Course Overview Become a data scientist. Learn Python, statistics, basic ML algorithms, data visualization and real projects. About This Course [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":2475,"comment_status":"closed","ping_status":"closed","template":"","course_category":[61],"course_tag":[],"class_list":["post-2474","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-data-science-ai-ml","course"],"_links":{"self":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course\/2474","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/types\/lp_course"}],"author":[{"embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/comments?post=2474"}],"version-history":[{"count":3,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course\/2474\/revisions"}],"predecessor-version":[{"id":2854,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course\/2474\/revisions\/2854"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/media\/2475"}],"wp:attachment":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/media?parent=2474"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/course_category?post=2474"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/course_tag?post=2474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}