{"id":12734,"date":"2023-03-07T19:00:01","date_gmt":"2023-03-07T19:00:01","guid":{"rendered":"https:\/\/themetesting.devsvibe.com\/courses\/sample-course\/"},"modified":"2025-07-04T05:28:11","modified_gmt":"2025-07-04T05:28:11","slug":"data-science-machine-learning","status":"publish","type":"lp_course","link":"https:\/\/insightedgeskills.com\/index.php\/courses\/data-science-machine-learning\/","title":{"rendered":"Data Science &#038; Machine Learning"},"content":{"rendered":"<h4><b>Course Description<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">This <strong>comprehensive bootcamp<\/strong> is designed for <strong>beginners<\/strong> and <strong>aspiring data professionals<\/strong> who want to build a strong foundation in <strong>data science<\/strong> and <strong>machine learning<\/strong>. Over 16 weeks, you\u2019ll gain <strong>hands-on experience<\/strong> in <strong>Python programming, data analysis, and predictive modeling.<\/strong> The course guides you through the essential tools, libraries, and real-world techniques used by data scientists across industries. Whether you aim to become a <strong>data analyst, ML engineer, or AI developer,<\/strong> this bootcamp equips you with the knowledge and skills to succeed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><b>What You\u2019ll Learn From This Course<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Understand the fundamentals of data science and its real-world applications<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Master Python programming for data manipulation and analysis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Perform data wrangling using Pandas and NumPy<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Create visualizations using Matplotlib, Seaborn, and Plotly<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Apply key statistical concepts and probability for decision-making<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Build and evaluate machine learning models using Scikit-learn<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Work with classification, regression, clustering, and recommendation algorithms<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Learn natural language processing (NLP) basics and sentiment analysis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Perform time series forecasting using ARIMA and Prophet<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Explore neural networks and deep learning basics with TensorFlow and Keras<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deploy machine learning models using Flask and Streamlit<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Work on real-world projects for finance, healthcare, and retail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Understand ethical AI practices and responsible data use<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Develop a portfolio with capstone projects and case studies<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Learn data analysis, Python, and ML models with real-world projects.<\/p>\n","protected":false},"author":1,"featured_media":23553,"comment_status":"closed","ping_status":"closed","template":"","course_category":[85],"course_tag":[109],"class_list":["post-12734","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-data-science-technologies","course_tag-data-science-machine-learning","course"],"_links":{"self":[{"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/lp_course\/12734","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/types\/lp_course"}],"author":[{"embeddable":true,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/comments?post=12734"}],"version-history":[{"count":3,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/lp_course\/12734\/revisions"}],"predecessor-version":[{"id":22732,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/lp_course\/12734\/revisions\/22732"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/media\/23553"}],"wp:attachment":[{"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/media?parent=12734"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/course_category?post=12734"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/insightedgeskills.com\/index.php\/wp-json\/wp\/v2\/course_tag?post=12734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}