{"id":5278,"date":"2023-09-14T12:48:43","date_gmt":"2023-09-14T12:48:43","guid":{"rendered":"https:\/\/bastakiyatech.fi\/?page_id=5278"},"modified":"2023-10-09T18:35:42","modified_gmt":"2023-10-09T18:35:42","slug":"data-science-machine-learning","status":"publish","type":"page","link":"https:\/\/bastakiyatech.fi\/index.php\/data-science-machine-learning\/","title":{"rendered":"Data Science &amp; Machine Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5278\" class=\"elementor elementor-5278\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9c410e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"9c410e4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a2ee9d8 ot-flex-column-vertical\" data-id=\"a2ee9d8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b6547f elementor-widget elementor-widget-spacer\" data-id=\"1b6547f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 25-10-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d1459d9 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"d1459d9\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d2b153 ot-flex-column-vertical\" data-id=\"4d2b153\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ceeb1e elementor-widget elementor-widget-image\" data-id=\"6ceeb1e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 25-10-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"8001\" height=\"2416\" src=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01.png\" class=\"attachment-full size-full wp-image-9247\" alt=\"\" srcset=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01.png 8001w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01-300x91.png 300w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01-1024x309.png 1024w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01-768x232.png 768w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01-1536x464.png 1536w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Data-Science-Machine-Learning-01-2048x618.png 2048w\" sizes=\"(max-width: 8001px) 100vw, 8001px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8e7e99e elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"8e7e99e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-85cae6a ot-flex-column-vertical\" data-id=\"85cae6a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3cac245 elementor-widget elementor-widget-spacer\" data-id=\"3cac245\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0288bf0 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"0288bf0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-62c9357 ot-flex-column-vertical\" data-id=\"62c9357\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-615da60 elementor-widget elementor-widget-heading\" data-id=\"615da60\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 25-10-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Overview<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76e2aec elementor-widget elementor-widget-spacer\" data-id=\"76e2aec\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21076c4 elementor-widget elementor-widget-text-editor\" data-id=\"21076c4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 25-10-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h4 style=\"text-align: left;\"><strong>Presenting an Applied Hybrid Training on Data Science &amp; Machine Learning.<\/strong><\/h4><div style=\"text-align: left;\">\u00a0<\/div><div style=\"text-align: left;\">In this hybrid training, you will learn about machine learning algorithms and its applications. Further, you will also be guided how to use the machine learning algorithms in Python. This course will cover data sets from multiple domains and how to apply Machine Learning algorithms to the available data, how to get value out of Machine Learning algorithms, and how to present the output of those algorithms.<\/div><div style=\"text-align: left;\">\u00a0<\/div><div style=\"text-align: left;\">By the end of this training, you will have enough knowledge and hands-on expertise in Python to use and apply them in the real world around you. Also, you will be able to get prepared for certifications of Data Camp and Cognitive AI.<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-110df2b elementor-widget elementor-widget-heading\" data-id=\"110df2b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Tools Covered<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d95bbf1 elementor-widget elementor-widget-spacer\" data-id=\"d95bbf1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-08f57d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"08f57d8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-0a2871b ot-flex-column-vertical\" data-id=\"0a2871b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-07a9892 elementor-widget elementor-widget-spacer\" data-id=\"07a9892\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49331a5 elementor-widget elementor-widget-image\" data-id=\"49331a5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"272\" height=\"107\" src=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/jupiter-1.jpeg\" class=\"attachment-large size-large wp-image-5351\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-12f4d5e ot-flex-column-vertical\" data-id=\"12f4d5e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a40d34 elementor-widget elementor-widget-image\" data-id=\"9a40d34\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"225\" height=\"225\" src=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/download-2.png\" class=\"attachment-large size-large wp-image-5353\" alt=\"\" srcset=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/download-2.png 225w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/download-2-150x150.png 150w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-4e5a90b ot-flex-column-vertical\" data-id=\"4e5a90b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-168a9eb elementor-widget elementor-widget-spacer\" data-id=\"168a9eb\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71715e8 elementor-widget elementor-widget-image\" data-id=\"71715e8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"300\" height=\"140\" src=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/09\/Anaconda.png\" class=\"attachment-large size-large wp-image-5350\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-2dc8e99 ot-flex-column-vertical\" data-id=\"2dc8e99\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-cc514b0 ot-flex-column-vertical\" data-id=\"cc514b0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-250a94e ot-flex-column-vertical\" data-id=\"250a94e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-014b21a elementor-widget elementor-widget-iaccordions\" data-id=\"014b21a\" data-element_type=\"widget\" data-widget_type=\"iaccordions.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"ot-accordions\">\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"yes\">Who Should Attend? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<ul class=\"timeline ms-50 mtop-20\"><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Graduate or Masters Students with Statistics, CS or Mathematics background who want to start their career in the Data Science domain<\/div><\/li><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">People who are working in the BI domain and want to advance their career in the field of Data Science<\/div><\/li><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Executive who want to build a Data Science department in their start-ups\/organizations<\/div><\/li><\/ul>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"\">What are the Takeaways? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<ul class=\"timeline ms-50 mtop-20\"><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Fundamental concepts: Gain deep understanding of probability, statistics, and algorithms.<\/div><\/li><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Tools and technologies: Learn to use Python, R, and TensorFlow.<\/div><\/li><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Hands-on experience: Gain practical experience through real-world projects.<\/div><\/li><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Model selection: Select best machine learning models for business use cases.<\/div><\/li><li class=\"timeline-item mb-1\"><div class=\"timeline-event\">Communication skills: Develop effective communication skills for stakeholders.<\/div><\/li><\/ul>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a2ed754 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"a2ed754\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ffce986 ot-flex-column-vertical\" data-id=\"ffce986\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f955754 elementor-widget elementor-widget-spacer\" data-id=\"f955754\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc621b7 elementor-widget elementor-widget-heading\" data-id=\"bc621b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Course Outline<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71962e6 elementor-widget elementor-widget-spacer\" data-id=\"71962e6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6aaebf4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"6aaebf4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b753ed5 ot-flex-column-vertical\" data-id=\"b753ed5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6916ad6 elementor-widget elementor-widget-itabs\" data-id=\"6916ad6\" data-element_type=\"widget\" data-widget_type=\"itabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"ot-tabs\">\r\n\t\t\t\t\t\t<ul class=\"tabs-heading unstyle\">\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-1345\">Week 1<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-2345\">Week 2<\/li>\r\n\t\t\t\t\t\t\t<\/ul>\r\n\t\t\t\t\t\t<div id=\"tab-1345\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Basics of Data Science Flow<\/li><li>Intro to Python<\/li><li>Python Comparison Operators<\/li><li>Importing Data in Python<\/li><li>Data Aggregation using Group By, Pivot and Melt<\/li><li>Anaconda Installation<\/li><li>Python Objects &amp; Data Structure<\/li><li>Python Statements<\/li><li>NumPy &amp; Pandas Basics in Python<\/li><li>Hands-On Assignment of Python<\/li><li>Intro to Jupyter Notebook<\/li><li>Subsetting (Strings, Lists, Dictionaries)<\/li><li>Methods &amp; Functions<\/li><li>Subsetting Dataframes in Pandas<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-2345\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Interactive Discussions on Last Weeks Assignments<\/li><li>Data Centricity (Mean, Modes, Median, STD, Variance, Interquantile Range).<\/li><li>Data Cleaning in Python<\/li><li>Exploratory Data Analysis of Titanic dataset<\/li><li>Correlation Matrix<\/li><li>Types of Variables<\/li><li>Box plot<\/li><li>Visualization on Matplotlib<\/li><li>Feature Engineering<\/li><li>Hands-on Assignment of EDA<\/li><li>Hands-on Assignment of EDA<\/li><li>Data Visualizations (Scatter plot, Histogram, Bar plots, Line plots, Heat maps)<\/li><li>Data Transformation (Log, Natural Log, Min Max )<\/li><li>Visualization on Seaborn<\/li><li>Techniques of Filling Missing values in EDA<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-9cd1188 ot-flex-column-vertical\" data-id=\"9cd1188\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc12401 elementor-widget elementor-widget-itabs\" data-id=\"fc12401\" data-element_type=\"widget\" data-widget_type=\"itabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"ot-tabs\">\r\n\t\t\t\t\t\t<ul class=\"tabs-heading unstyle\">\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-1551\">Week 3<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-2551\">Week 4<\/li>\r\n\t\t\t\t\t\t\t<\/ul>\r\n\t\t\t\t\t\t<div id=\"tab-1551\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Interactive Discussions on Last Weeks Assignments<\/li><li>Dependence vs Independence<\/li><li>Machine Learning Playground<\/li><li>Overfitting vs Underfitting<\/li><li>Gradient Descent, Ordinary Least Squares<\/li><li>What is Probability.<\/li><li>Probability Trees &amp; Bayesian Inference with their examples.<\/li><li>Supervised Learning.<\/li><li>Cross Validation using K-folds<\/li><li>Project-1 Assigned to Students<\/li><li>Conditional Probability (Disjoint Events + General Addition Rule).<\/li><li>Machine Learning Basics<\/li><li>Train Test Splitting<\/li><li>Linear Regression<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-2551\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Polynomial Regression<\/li><li>Ridge Regularization<\/li><li>Confusion Matrix.<\/li><li>ROC Curve, AUC, TPR, FPR<\/li><li>Multivariate Regression<\/li><li>Model Complexity, Model Selection<\/li><li>Classification<\/li><li>True Positive, True Negative, False Positive , False Negative.<\/li><li>Project-2 Assigned to Students<\/li><li>Residual Plots, R square, Adjusted R Square<\/li><li>Lasso Regularization<\/li><li>Logistic Regression.<\/li><li>Precision, Accuracy, Recall, F Measure.<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-582eaa7 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"582eaa7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b3e5fa2 ot-flex-column-vertical\" data-id=\"b3e5fa2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1cd93fe elementor-widget elementor-widget-itabs\" data-id=\"1cd93fe\" data-element_type=\"widget\" data-widget_type=\"itabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"ot-tabs\">\r\n\t\t\t\t\t\t<ul class=\"tabs-heading unstyle\">\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-1832\">Week 5<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-2832\">Week 6<\/li>\r\n\t\t\t\t\t\t\t<\/ul>\r\n\t\t\t\t\t\t<div id=\"tab-1832\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Interactive Discussions on Project<\/li><li>Random Forest.<\/li><li>What is Bagging<\/li><li>Unsupervised Learning<\/li><li>Elbow Analysis, Internal Indexes, Silhouette Score<\/li><li>Decision Trees.<\/li><li>Grid Search CV of Random Forest Hyper-parameters<\/li><li>AdaBoost on Python<\/li><li>Clustering<\/li><li>Project-3 Assigned to Students<\/li><li>Information Gain, Gini Index, Chi Square<\/li><li>What is Boosting<\/li><li>Multi-Classification and Analyzing its Confusion Matrix<\/li><li>K-Means algorithm<\/li><li>Elbow Analysis, Internal Indexes, Silhouette Score<\/li><li>Project-3 Assigned to Students<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-2832\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Interactive Discussions on Project<\/li><li>Feature Scaling<\/li><li>Hierarchical clustering<\/li><li>External Indexes, Adjusted Rand Index<\/li><li>Apriori Algorithm<\/li><li>External Indexes, Adjusted Rand Index<\/li><li>DBSCAN Algorithm<\/li><li>Average vs Complete vs Ward linkage<\/li><li>Hierarchical clustering Use Cases<\/li><li>Association Rules<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7ec9fba ot-flex-column-vertical\" data-id=\"7ec9fba\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f4f92f2 elementor-widget elementor-widget-itabs\" data-id=\"f4f92f2\" data-element_type=\"widget\" data-widget_type=\"itabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"ot-tabs\">\r\n\t\t\t\t\t\t<ul class=\"tabs-heading unstyle\">\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-1443\">Week 7<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-2443\">Week 8<\/li>\r\n\t\t\t\t\t\t\t<\/ul>\r\n\t\t\t\t\t\t<div id=\"tab-1443\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Interactive Discussions on Project<\/li><li>Social Network Analysis by Network Graph<\/li><li>Principal Vectors\/Components<\/li><li>Info Loss and Principal Component Analysis<\/li><li>Flask App Introduction<\/li><li>Visualizing Association Rules<\/li><li>Dimensionality Reduction Concept<\/li><li>Composite Features<\/li><li>Image Classification using PCA<\/li><li>Model Deployment on Flask App<\/li><li>Network Graph Theory<\/li><li>Principal Component Analysis (PCA)<\/li><li>Maximal Variance<\/li><li>Model Deployment Basics<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-2443\" class=\"tab-content\">\r\n\t\t\t\t<ul><li>Data Science Test<\/li><li>Project &amp; Presentation<\/li><li>Self learning Path Guidance<\/li><\/ul>\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e369852 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"e369852\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-94a266d ot-flex-column-vertical\" data-id=\"94a266d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d207b0f elementor-widget elementor-widget-spacer\" data-id=\"d207b0f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bb01a44 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"bb01a44\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bee38af ot-flex-column-vertical\" data-id=\"bee38af\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-01664a3 elementor-widget elementor-widget-heading\" data-id=\"01664a3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Our Methodology<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7caf978 elementor-widget elementor-widget-spacer\" data-id=\"7caf978\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-957ee5d elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"957ee5d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-ad38328 ot-flex-column-vertical\" data-id=\"ad38328\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e80f2ba elementor-widget elementor-widget-iiconbox\" data-id=\"e80f2ba\" data-element_type=\"widget\" data-widget_type=\"iiconbox.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"icon-box s2 box-gradient box-hover-gradient\">\r\n\t\t\t<div class=\"bg-s3\"><\/div>\r\n\t\t\t<div class=\"bg-before\"><\/div>\r\n\t\t\t<div class=\"bg-after\"><\/div>\r\n\t\t\t<div class=\"icon-main\">\r\n\t\t        \t\t        \t<i aria-hidden=\"true\" class=\"fas fa-briefcase\"><\/i>\t\t        \t\t\t    \r\n\t\t\t    \t\t        \t        <\/div>\r\n\t        <div class=\"content-box\">\r\n\t            <h6 class=\"box-title\">Industry Usecases<\/h6>\r\n\t            <p>With real world projects and immersive content built in partnership with top tier companies, you\u2019ll master the tech skills companies want.<\/p>\r\n\t        <\/div>\r\n\t        \t\r\n\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-513d682 ot-flex-column-vertical\" data-id=\"513d682\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c8fd6e elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"1c8fd6e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-a9c0c02 ot-flex-column-vertical\" data-id=\"a9c0c02\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b42578 elementor-widget elementor-widget-iiconbox\" data-id=\"3b42578\" data-element_type=\"widget\" data-widget_type=\"iiconbox.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"icon-box s2 box-gradient box-hover-gradient\">\r\n\t\t\t<div class=\"bg-s3\"><\/div>\r\n\t\t\t<div class=\"bg-before\"><\/div>\r\n\t\t\t<div class=\"bg-after\"><\/div>\r\n\t\t\t<div class=\"icon-main\">\r\n\t\t        \t\t        \t<i aria-hidden=\"true\" class=\"fas fa-headphones-alt\"><\/i>\t\t        \t\t\t    \r\n\t\t\t    \t\t        \t        <\/div>\r\n\t        <div class=\"content-box\">\r\n\t            <h6 class=\"box-title\">Technical Support<\/h6>\r\n\t            <p>Our knowledgeable mentors guide your learning and are focused on answering your questions, motivating you and keeping you on track.<\/p>\r\n\t        <\/div>\r\n\t        \t\r\n\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-c5d7b2a ot-flex-column-vertical\" data-id=\"c5d7b2a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4193907 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"4193907\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-7e27170 ot-flex-column-vertical\" data-id=\"7e27170\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62fc29b elementor-widget elementor-widget-iiconbox\" data-id=\"62fc29b\" data-element_type=\"widget\" data-widget_type=\"iiconbox.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"icon-box s2 box-gradient box-hover-gradient\">\r\n\t\t\t<div class=\"bg-s3\"><\/div>\r\n\t\t\t<div class=\"bg-before\"><\/div>\r\n\t\t\t<div class=\"bg-after\"><\/div>\r\n\t\t\t<div class=\"icon-main\">\r\n\t\t        \t\t        \t<i aria-hidden=\"true\" class=\"fas fa-users\"><\/i>\t\t        \t\t\t    \r\n\t\t\t    \t\t        \t        <\/div>\r\n\t        <div class=\"content-box\">\r\n\t            <h6 class=\"box-title\">Career Mentorship<\/h6>\r\n\t            <p>You\u2019ll have access to resume support, portfolio review and optimization to help you advance your career and land a high-paying role.<\/p>\r\n\t        <\/div>\r\n\t        \t\r\n\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b3898c elementor-widget elementor-widget-image\" data-id=\"7b3898c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"353\" src=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/live-training-process-2-1-1024x353.png\" class=\"attachment-large size-large wp-image-12737\" alt=\"\" srcset=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/live-training-process-2-1-1024x353.png 1024w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/live-training-process-2-1-300x103.png 300w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/live-training-process-2-1-768x265.png 768w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/live-training-process-2-1.png 1450w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-86f4d32 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"86f4d32\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f5dd742 ot-flex-column-vertical\" data-id=\"f5dd742\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f8a1e5 elementor-widget elementor-widget-spacer\" data-id=\"5f8a1e5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-999aa1a elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"999aa1a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8f936a0 ot-flex-column-vertical\" data-id=\"8f936a0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a8779b7 elementor-widget elementor-widget-heading\" data-id=\"a8779b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Frequently Asked Questions<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3628542 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"3628542\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aea95dc ot-flex-column-vertical\" data-id=\"aea95dc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c7bef8 elementor-widget elementor-widget-spacer\" data-id=\"1c7bef8\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8d44ff4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"8d44ff4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5785dbd ot-flex-column-vertical\" data-id=\"5785dbd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b61376d elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"b61376d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-question-circle\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Support<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a2f23b elementor-widget elementor-widget-spacer\" data-id=\"3a2f23b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e49029c elementor-widget elementor-widget-image\" data-id=\"e49029c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"709\" height=\"871\" src=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/faq-illustrations-01.png\" class=\"attachment-full size-full wp-image-12738\" alt=\"\" srcset=\"https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/faq-illustrations-01.png 709w, https:\/\/bastakiyatech.fi\/wp-content\/uploads\/2023\/10\/faq-illustrations-01-244x300.png 244w\" sizes=\"(max-width: 709px) 100vw, 709px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5465fe3 ot-flex-column-vertical\" data-id=\"5465fe3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-43ca38c elementor-widget elementor-widget-iaccordions\" data-id=\"43ca38c\" data-element_type=\"widget\" data-widget_type=\"iaccordions.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"ot-accordions\">\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"yes\">How much hands-on will be performed in this course? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<p>Since our courses are led by Industry experts, so it is made sure that content covered in course is designed with hand on knowledge of more than 70-75 % along with supporting theory.<\/p>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"\">What are the PC requirements? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<p>For this professional workshop, you need to have a PC with minimum 4GB RAM and ideally 8GB RAM.<\/p>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"\">What If I miss any of the lectures? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<p>Don\u2019t worry! We have got you covered. You shall be shared recorded lectures after each session, in case you want to revise your concepts or miss the lecture due to some personal or professional commitments.<\/p>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"\">How will this trainigs ensure hands-on practice? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<p>For executing the practical\u2019s included in the Data Science Training, you will set-up tool on your machine. The installation manual for tool prep will be provided to help you install and set-up the required environment.<\/p>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t\t\t<div class=\"acc-item\">\r\n\t\t\t\t<span class=\"acc-toggle\" data-default=\"\">What sort of projects will be part of this live trainings? <i class=\"down flaticon-arrow-pointing-to-down\"><\/i><i class=\"up flaticon-arrow-pointing-to-up\"><\/i><\/span>\r\n\t\t\t\t<div class=\"acc-content\">\r\n\t\t\t\t\t<p>This Certification Training course includes multiple real-time, industry-based projects,\u00a0 which will hone your skills as per current industry standards and prepare you for the future career needs..<\/p>\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5fc01ae elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"5fc01ae\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c1ce0c2 ot-flex-column-vertical\" data-id=\"c1ce0c2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dfa314f elementor-widget elementor-widget-spacer\" data-id=\"dfa314f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Overview Presenting an Applied Hybrid Training on Data Science &amp; Machine Learning. \u00a0In this hybrid training, you will learn about machine learning algorithms and its applications. Further, you will also be guided how to use the machine learning algorithms in Python. This course will cover data sets from multiple domains and how to apply Machine [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/pages\/5278"}],"collection":[{"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/comments?post=5278"}],"version-history":[{"count":95,"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/pages\/5278\/revisions"}],"predecessor-version":[{"id":13405,"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/pages\/5278\/revisions\/13405"}],"wp:attachment":[{"href":"https:\/\/bastakiyatech.fi\/index.php\/wp-json\/wp\/v2\/media?parent=5278"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}