{"id":7892,"date":"2018-06-02T20:27:52","date_gmt":"2018-06-02T20:27:52","guid":{"rendered":"https:\/\/www.7boats.com\/academy\/?page_id=7892"},"modified":"2021-09-09T18:30:34","modified_gmt":"2021-09-09T13:00:34","slug":"data-analytics-training-courses","status":"publish","type":"page","link":"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/","title":{"rendered":"Data Analytics Training Courses in Kolkata, India (Online &#038; Offline)"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Page Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#20_Hours_Extensive_Online_Live_Instructor-led_Data_Analytics_Certification_Training\" >20 Hours Extensive Online Live Instructor-led Data Analytics  Certification Training<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Online_Data_Analytics_Training_20_Hours\" >Online Data Analytics Training (20 Hours)<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Course_Fees_%E2%82%B915000\" >Course Fees: \u20b915,000<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Key_Focus_Areas\" >Key Focus Areas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Online_Data_Analytics_Training_Course_Structure\" >Online Data Analytics Training Course Structure<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#1_Year_Diploma_in_Data_Analytics_6_Months_Business_Analytics_Certification_on_R_%E2%80%93_Classroom_Training_in_Kolkata\" >1 Year Diploma in Data Analytics &amp; 6 Months Business Analytics Certification on R &#8211; Classroom Training in Kolkata<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Course_Fees_for_6_Months_Data_Analytics_Training_%E2%82%B9_30000\" >Course Fees for 6 Months Data Analytics Training: \u20b9 30,000<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Course_Fees_for_1_year_Data_Analytics_Training_%E2%82%B950000\" >Course Fees for 1 year Data Analytics Training: \u20b950,000<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Brief_Course_Outline_Data_Analytics_Training_in_Kolkata_R_Training_in_Kolkata_Advanced_Excel_training_in_Kolkata\" >Brief Course Outline: Data Analytics Training in Kolkata, R Training in Kolkata, Advanced Excel training in Kolkata<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#1_Statistical_Concepts_Predictive_Analytics\" >1) Statistical Concepts &amp; Predictive Analytics :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#2_R\" >2) R :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#3_Microsoft_Power_BI\" >3) Microsoft Power BI :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#4_Advance_Excel\" >4) Advance Excel :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#5_SQL\" >5) SQL :<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.7boats.com\/academy\/data-analytics-training-courses\/#Data_Analytics_Training_for_Power_Utility_Sector\" >Data Analytics Training for Power &amp; Utility Sector<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"20_Hours_Extensive_Online_Live_Instructor-led_Data_Analytics_Certification_Training\"><\/span>20 Hours Extensive Online Live Instructor-led Data Analytics  Certification Training<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Online_Data_Analytics_Training_20_Hours\"><\/span>Online Data Analytics Training<br>(20 Hours)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Course_Fees_%E2%82%B915000\"><\/span>Course Fees: \u20b915,000<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Focus_Areas\"><\/span><strong><strong>Key Focus Areas<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>Achieving proficiency the analytical tool &#8211; R<\/li><li>Understanding concepts of the complex statistical algorithms and machine learning techniques&nbsp;<\/li><li>Identifying the applications of the data science algorithms in various industrial sectors to generate insights for data driven decisions<\/li><li>Learning the implementation \/ execution of the data science algorithms through the analytical tools such as R and interpretation of the output<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Online_Data_Analytics_Training_Course_Structure\"><\/span>Online Data Analytics Training Course Structure<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table aligncenter is-style-stripes\"><table class=\"has-fixed-layout\"><thead><tr><th>Topics Covered in Online Data Analytics Training by Seven Boats<\/th><\/tr><\/thead><tbody><tr><td>Intro to R Programming<\/td><\/tr><tr><td>Data Manipulation using R<\/td><\/tr><tr><td>Basic Concepts of Statistics<\/td><\/tr><tr><td>Linear Regression \u2013 Fundamentals &amp; Hands-on Model Development<\/td><\/tr><tr><td>Logistic Regression \u2013 Fundamentals &amp; Hands-on Model Development<\/td><\/tr><tr><td>Decision Tree \u2013 Fundamentals &amp; Hands-on Model Development<\/td><\/tr><tr><td>Cluster Analysis \u2013 Fundamentals &amp; Hands-on Model Development<\/td><\/tr><tr><td>Time Series Forecasting \u2013 Fundamentals &amp; Hands-on Model Development<\/td><\/tr><tr><td>Revision Class<\/td><\/tr><\/tbody><tfoot><tr><td><strong>Weekly 2-3 Classes.  7 -8 Weeks Program (2 Months)<\/strong><\/td><\/tr><\/tfoot><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-file aligncenter\"><a href=\"https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2020\/04\/Data-Analytics-Training-20-Hours-7boats.pdf\">Data-Analytics-Training-20-Hours-7boats<\/a><a href=\"https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2020\/04\/Data-Analytics-Training-20-Hours-7boats.pdf\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-luminous-vivid-orange-background-color has-background\" href=\"https:\/\/goo.gl\/forms\/1dMMfJOJUWCTeCR12\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Contact us for data analytics training<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Year_Diploma_in_Data_Analytics_6_Months_Business_Analytics_Certification_on_R_%E2%80%93_Classroom_Training_in_Kolkata\"><\/span>1 Year Diploma in Data Analytics &amp; 6 Months Business Analytics Certification on R &#8211; Classroom Training in Kolkata<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Get 100+ hours of extensive practical classroom training on data analytics. Advanced Excel, SQL, R, Microsoft Power BI,&nbsp;Tableau, Predictive Analytics &amp; more. Industry expert trainer. Weekend classes (Saturday or Sunday). Installment facility available. Join now.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Course_Fees_for_6_Months_Data_Analytics_Training_%E2%82%B9_30000\"><\/span><strong>Course Fees for 6 Months Data Analytics Training: \u20b9 30,000<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Course_Fees_for_1_year_Data_Analytics_Training_%E2%82%B950000\"><\/span><strong>Course Fees for 1 year Data Analytics Training: \u20b950,000<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Brief_Course_Outline_Data_Analytics_Training_in_Kolkata_R_Training_in_Kolkata_Advanced_Excel_training_in_Kolkata\"><\/span>Brief Course Outline: Data Analytics Training in Kolkata, R Training in Kolkata, Advanced Excel training in Kolkata<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Statistical_Concepts_Predictive_Analytics\"><\/span><strong>1) Statistical Concepts &amp; Predictive Analytics :<\/strong> <span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Get hands on practical training on Predictive analytics, Linear Regression, Logistic Regression, Polynomial Regression and Time series Forecasting .<\/p>\n\n\n\n<p><em><strong>Estimated number of Sessions: 12<\/strong><\/em><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_R\"><\/span><strong>2) R :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p> Learn to apply predictive analytics concepts on R. Learn to do code on R. Learn to write algorithm which can make&nbsp; any report automatic on R. R is a free and open source software. Anybody can download this software from Internet and use it. Learn&nbsp; basics, vectors, Matrices, Factors, data frames, functions, Lists , Graphics, simulation, profiling and more.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong><em>For 6 month course: Estimated number of Sessions: 10<\/em><\/strong><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 1 :<\/b><\/span><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Introduction about R programming language<\/span><\/li><li><span class=\"s3\">R installation and Basic R Package installation<\/span><\/li><li><span class=\"s3\">R Base code.<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<p><span class=\"s1\"><b>Session 2:<\/b><\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">R base code<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 3:<\/b><\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">R Base code (Optional)<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 4 :<\/b><\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Statistics Refresher<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 5 :<\/b><\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Introduction to Predictive Modelling..<\/span><\/li><li><span class=\"s3\">Linear Regression. (Simple and Multiple<span class=\"Apple-converted-space\">&nbsp; <\/span>Both)<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 6<\/b><\/span><span class=\"s4\"> :<\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Linear Regression &amp; Polynomial Regression<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 7<\/b><\/span> <span class=\"s4\">:<\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Logistic Regression<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 8:<\/b><\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Logistic Regression<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 9 <\/b><\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li><span class=\"s3\">Time Series Forecasting.<\/span><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"s1\"><b>Session 10 :<\/b><\/span><\/p>\n\n\n\n<p class=\"p2\"><span class=\"s3\">Data Visualization through R<\/span><\/p>\n\n\n\n<ul class=\"ul1 wp-block-list\"><li class=\"li2\"><span class=\"s3\">Each session will be 1 day. Each session should be 3 hours class at least. Overall 30 hours class for 6 months Business Analytics class.<\/span><\/li><li class=\"li2\"><span class=\"s3\">There should be 3 case studies of each statistical modelling. First case study I will show, 2<\/span><span class=\"s5\"><sup>nd<\/sup><\/span><span class=\"s3\"> case study student will do and last case study will be homework.<\/span><\/li><li class=\"li2\"><span class=\"s3\">R Base code will cover all aspect of basic programming language ( Filter, Join,If else, function, loop etc)<span class=\"Apple-converted-space\">&nbsp; <\/span>except data manipulation part.<\/span><\/li><\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><em><strong>For 1 year Data Analytics Classroom Course in Kolkata: Estimated no. of sessions = 16<\/strong><\/em><\/p>\n\n\n\n<p>16 session. Each session will be 3 hours \/ Day. Total of 48 hours class.<\/p>\n\n\n\n<div class=\"gmail_default\">On this session we will cover Regression, Tree Based Modelling,Classification Problem, Clustering,&nbsp;Dimensionality Reduction, Linear Discriminant Analysis and Boosting Technique.<\/div>\n\n\n\n<div class=\"gmail_default\">\u200b<\/div>\n\n\n\n<div class=\"gmail_default\">There should be Projects on Data manipulation, Linear Regression, Logistic Regression and Time series Forecasting.\u200b<\/div>\n\n\n\n<div>\n<p class=\"p1\"><span class=\"s1\"><b>R Training in Kolkata \u2013 R course Content for 1 Year Business Analytics Course in Kolkata.<\/b><\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 1 :<\/b><\/span><\/p>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">Introduction about R programming language<\/span><\/li>\n<\/ul>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">R installation and Basic R Package installation<\/span><\/li>\n\n<li class=\"li4\"><span class=\"s3\">R Base code.<\/span><\/li>\n<\/ul>\n\n<p class=\"p3\"><span class=\"s1\"><b>Session 2:<\/b><\/span><\/p>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">R base code<\/span><\/li>\n<\/ul>\n<p class=\"p3\"><span class=\"s1\"><b>Session 3:<\/b><\/span><\/p>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">R Base code (Optional)<\/span><\/li>\n<\/ul>\n<p class=\"p3\"><span class=\"s1\"><b>Session 4:<\/b><\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Data Manipulation and wrangling in R<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 5:<\/b><\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Data Visualization through R<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 6:<\/b><\/span><\/p>\n<p class=\"p3\"><span class=\"s3\">Statics Refresher<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 7:<\/b><\/span><\/p>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">Introduction to Predictive Modelling..<\/span><\/li>\n\n<li class=\"li4\"><span class=\"s3\">Linear Regression. (Simple and Multiple<span class=\"Apple-converted-space\">&nbsp; <\/span>Both).<\/span><\/li>\n<\/ul>\n\n<p class=\"p3\"><span class=\"s1\"><b>Session 8<\/b><\/span><span class=\"s4\"> :<\/span><\/p>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">Linear Regression &amp; Polynomial Regression.<\/span><\/li>\n<\/ul>\n<p class=\"p3\"><span class=\"s1\"><b>Session 9<\/b><\/span><span class=\"s4\">:<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Support Vector Regression intuituion<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Support Vector Regression in R.<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Tree based Modelling<\/span><\/p>\n<p class=\"p5\"><span class=\"s3\">Decision Tree Regression intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Decision Tree Regression In R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Random forest Regression intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Random Forest Regression in R<\/span><\/p>\n<p class=\"p7\"><span class=\"s1\"><b>Session 10:<\/b><\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Classification Problem :<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>Logistic Regression intuituion<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>Logistic Regression in<span class=\"Apple-converted-space\">&nbsp; <\/span>R<\/span><\/p>\n<p class=\"p7\"><span class=\"s1\"><b>Session 11 :<\/b><\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Logistic Regression in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">K- Nearest Neighbors intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">K- Nearest Neighbors in r<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 12<\/b><\/span><span class=\"s4\"> :<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Support Vector Machine intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Support Vector Machine in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Kernel Support Vector Machine<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Na\u00efve Bayes intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Na\u00efve Bays in R<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 13 :<\/b><\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Decision Tree Classification intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Decision Tree Classification in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Random forest Classification intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Random forest classification in R<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 14 :<\/b><\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Clustering:<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>K-Means Clustering intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>K- Means Clustering in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>Hierarchical Clustering intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>Hierarchical Clustering In R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp; <\/span>Dimensionality Reduction<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>Principal Component Analysis intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>PCA in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <\/span>Kernel PCA in R<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 15<\/b><\/span><span class=\"s4\"> :<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Linear Discriminant Analysis intuition<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Linear Discriminant Analysis in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Boosting:<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; <\/span>K-fold cross validation in R<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\"><span class=\"Apple-converted-space\">&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; <\/span>XG Boost in R<\/span><\/p>\n<p class=\"p3\"><span class=\"s1\"><b>Session 16<\/b><\/span><span class=\"s4\">:<\/span><\/p>\n<p class=\"p4\"><span class=\"s3\">Time Series Forecasting.<\/span><\/p>\n<ul class=\"ul1\">\n<li class=\"li4\"><span class=\"s3\">Each session will be 1 day. Each session should be 3 hours class at least. Overall 48 hours class for 1 Year Business Analytics class.<\/span><\/li>\n\n<li class=\"li4\"><span class=\"s3\">There should be 3 case studies of Base statistical modelling.( Linear Regression, Logistic Regression, Time series Forecasting ) First case study I will show, 2<\/span><span class=\"s5\"><sup>nd<\/sup><\/span><span class=\"s3\"> case study student will do and last case study will be homework.<\/span><\/li>\n\n<li class=\"li4\"><span class=\"s3\">R Base code will cover all aspect of basic programming language ( Filter, Join,If else, function, loop etc)<span class=\"Apple-converted-space\">&nbsp; <\/span>with data manipulation part.<\/span><\/li>\n<\/ul>\n\n\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Microsoft_Power_BI\"><\/span><strong>3) Microsoft Power BI :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<p> This a Business Intelligence Tools for Data Visualization.&nbsp; For reporting, you don&#8217;t have to pay. You can generate attractive and perfect visualization without paying and store the file into personal hard drive. Learn how to create dashboard on Power Bi.<\/p>\n\n\n\n<p>Bonus-&gt;Tableau Overview:&nbsp; &nbsp;There is another Business Intelligence tools for Data Visualization, named Tableau.&nbsp; Tableau has 3 part &#8211; Tableau Public, Tableau server and Tableau Desktop.<\/p>\n\n\n\n<p>One Important thing, One can master these visualization tools, if he\/she is proficient in advance excel. Because, most of the visualization tools have been made based on the advance excel.So, you have to be proficient on advance excel.Otherwise you wont be able to write proper formula on Tableau and Microsoft Power Bi also.<\/p>\n\n\n\n<p><em><strong>Estimated number of Sessions: 8<\/strong><\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Advance_Excel\"><\/span><strong>4) Advance Excel :<\/strong> <span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>This is basic and most required analytical skill for every analyst. Every MNC and start up also checks your excel skill during interview time. so, one must have advance excel skill, Otherwise it will be difficult to get the job. Learn every possible part of advance excel (COUNT categories, SUM categories, ERROR categories, VLOOKUP, HLOOKUP, INDEX, MATCH, Nesting IF, Data Sorting and Filtering, Data Validation,Charting, Pivot tables, Text Formulas \u2013 CHAR, FIND, SEARCH, LEFT, LEN, RIGHT, MID, Date &amp; Time Formulas \u2013 DATE, DAY, TODAY, HOUR, OFFSET Formula for Dynamic Case Handling, Using SUMPRODUCT Formula for Case Matching, Using INDEX-MATCH Hybrid Formulas as a better alternative of VLOOKUP Formula, Formula Editing Techniques, Formula Debugging Methodologies, Advanced Data Sorting and Validation, Introduction to Macros and VBA &amp; many more )<\/p>\n\n\n\n<p><em><strong>Estimated number of Sessions: 12<\/strong><\/em><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_SQL\"><\/span><strong>5) SQL : <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Basic SQL will be needed, not so advance. Most of the companies want to check the data extraction part only.( Select, Group by, Join,Sub Query etc )Because, Company may provide you database access, so then you have to extract your desired data for analysis. So, data pulling skill will be needed &amp; you will learn it here.<\/p>\n\n\n\n<p><em><strong>Estimated number of Sessions: 6<\/strong><\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Datasets to be used in training:&nbsp;<\/strong>For each case\/example, 1 dataset will be shown by trainer in class, 1 dataset will be given to students as class assignment to finish in class and 1 dataset will be given as home assignment.<\/p>\n\n\n\n<p><strong>About trainers:<\/strong> Our trainers are working professionals from direct data analytics industry having hands on experience on sales prediction using Linear Regression on R, customer profile analysis of taking loyalty-card using Logistic Regression on R, trend analysis and prediction of mobile app user by using Polynomial regression on R, making interactive Dashboard of Loyalty- card member using Microsoft Power BI, Sales Lift Analysis using SQL Server and excel, Relevancy Accuracy Test using R and Excel, Time Series Forecasting on R, Visualize the data and DAX formula into Power BI and more.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Training_for_Power_Utility_Sector\"><\/span>Data Analytics Training for Power &amp; Utility Sector<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Customised training course on Data Analytics, for professionals working in Power Utilities, so as to impart knowledge and idea about how to use available parameters of electrical power equipment for prediction of load pattern, fault, capex and revenue budget and other things like those.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft\"><img decoding=\"async\" width=\"120\" height=\"120\" src=\"https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2019\/04\/pdf-120x120.png\" alt=\"\" class=\"wp-image-9877\" title=\"\" srcset=\"https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2019\/04\/pdf-120x120.png 120w, https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2019\/04\/pdf-100x100.png 100w, https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2019\/04\/pdf.png 128w\" sizes=\"(max-width: 120px) 100vw, 120px\" \/><\/figure><\/div>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"https:\/\/www.7boats.com\/academy\/wp-content\/uploads\/2019\/04\/Analytics-Training-for-Power-Utilities-Sector-Seven-Boats-Academy.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Data Analytics Training for Power Utilities Sector- Seven Boats Academy<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-vivid-purple-background-color has-background\" href=\"https:\/\/goo.gl\/forms\/1dMMfJOJUWCTeCR12\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Contact us for data analytics training <\/a><\/div>\n<\/div>\n\n\n\n<p><span style=\"color: #993300;\"><em><strong>Tags: Data Analytics Training in Kolkata, Business Analytics Courses in Kolkata, R Training in Kolkata, Advanced Excel Training in Kolkata, Business Intelligence &amp; Data Analytics Courses in Kolkata, Data Science Courses in Kolkata.<\/strong><\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>20 Hours Extensive Online Live Instructor-led Data Analytics Certification Training Online Data Analytics Training(20 Hours) Course Fees: \u20b915,000 Key Focus &hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_vibebp_attr":"","_vibebp_dimensions":"","_vibebp_responsive_height":"","_vibebp_accordion_ie_support":"","footnotes":""},"class_list":["post-7892","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/pages\/7892","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/comments?post=7892"}],"version-history":[{"count":0,"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/pages\/7892\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.7boats.com\/academy\/wp-json\/wp\/v2\/media?parent=7892"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}