{"id":6974,"date":"2024-07-16T17:09:45","date_gmt":"2024-07-16T17:09:45","guid":{"rendered":"https:\/\/natsav.com\/blog\/?p=6974"},"modified":"2024-07-16T17:11:01","modified_gmt":"2024-07-16T17:11:01","slug":"data-analytics-course-syllabus-2024","status":"publish","type":"post","link":"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/","title":{"rendered":"Data Analytics Course Syllabus 2024: Fees, Duration, Eligibility, Details"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_68_1 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of 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:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_An_Overview\" title=\"Data Analytics: An Overview\">Data Analytics: An Overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#What_is_Data_Analytics\" title=\"What is Data Analytics?\">What is Data Analytics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analyst_Course_Syllabus\" title=\"Data Analyst Course Syllabus\">Data Analyst Course Syllabus<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_Engineering_Syllabus\" title=\"Data Analytics Engineering Syllabus\">Data Analytics Engineering Syllabus<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_Skills\" title=\"Data Analytics Skills\">Data Analytics Skills<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#1_Python\" title=\"1. Python\">1. Python<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#2_Microsoft_Excel\" title=\"2. Microsoft Excel\">2. Microsoft Excel<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#3_R_Programming\" title=\"3. R Programming\">3. R Programming<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#4_SQL\" title=\"4. SQL\">4. SQL<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#5_Machine_Learning\" title=\"5. Machine Learning\">5. Machine Learning<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_Books\" title=\"Data Analytics Books\">Data Analytics Books<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_Tools\" title=\"Data Analytics Tools\">Data Analytics Tools<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Entrance_Exams_for_Data_Analytics\" title=\"Entrance Exams for Data Analytics\">Entrance Exams for Data Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Distance_Education_in_Data_Analytics\" title=\"Distance Education in Data Analytics\">Distance Education in Data Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_Course_Eligibility\" title=\"Data Analytics Course Eligibility\">Data Analytics Course Eligibility<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Data_Analytics_Course_Fees\" title=\"Data Analytics Course Fees\">Data Analytics Course Fees<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Career_Scope_in_Data_Analytics\" title=\"Career Scope in Data Analytics\">Career Scope in Data Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Job_Roles_in_Data_Analytics\" title=\"Job Roles in Data Analytics\">Job Roles in Data Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Top_Recruiters_in_Data_Analytics\" title=\"Top Recruiters in Data Analytics\">Top Recruiters in Data Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Benefits_of_Data_Analytics_Courses\" title=\"Benefits of Data Analytics Courses\">Benefits of Data Analytics Courses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Conclusion\" title=\"Conclusion\">Conclusion<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#What_is_the_Data_Analytics_course_syllabus\" title=\"What is the Data Analytics course syllabus?\">What is the Data Analytics course syllabus?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Is_Data_Analytics_a_desirable_career\" title=\"Is Data Analytics a desirable career?\">Is Data Analytics a desirable career?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#How_different_is_the_data_analyst_course_syllabus_from_the_data_scientist_course_syllabus\" title=\"How different is the data analyst course syllabus from the data scientist course syllabus?\">How different is the data analyst course syllabus from the data scientist course syllabus?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#How_difficult_is_it_to_learn_Data_Analytics\" title=\"How difficult is it to learn Data Analytics?\">How difficult is it to learn Data Analytics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#Can_I_become_a_data_analyst_without_prior_experience\" title=\"Can I become a data analyst without prior experience?\">Can I become a data analyst without prior experience?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/natsav.com\/blog\/data-analytics-course-syllabus-2024\/#How_to_become_a_data_analyst\" title=\"How to become a data analyst?\">How to become a data analyst?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_An_Overview\"><\/span>Data Analytics: An Overview<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Data Analytics Course Syllabus 2024: Fees, Duration, Eligibility, Details<\/strong>, In today&#8217;s data-driven environment, businesses and organizations rely heavily on data analysis to make strategic choices crucial to their development and survival. With data analysis, organizations can make well-informed and thoughtful decisions.\u00a0Due to the high demand for skilled data analysts, there are many courses available that cover the comprehensive material included in a data analyst course syllabus.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview-1024x683.jpg?resize=1024%2C683&#038;ssl=1\" alt=\"\" class=\"wp-image-6979\" srcset=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview.jpg?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview.jpg?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview.jpg?resize=1536%2C1024&amp;ssl=1 1536w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview.jpg?resize=2048%2C1366&amp;ssl=1 2048w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Data-Analytics-Overview.jpg?resize=150%2C100&amp;ssl=1 150w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_Data_Analytics\"><\/span>What is Data Analytics?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Data analytics is a multidisciplinary field that uses techniques from math, statistics, and computer science to extract insights from data sets. It involves everything from analyzing data to developing methods for data collection and designing frameworks for data storage.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analyst_Course_Syllabus\"><\/span>Data Analyst Course Syllabus<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The data analyst course syllabus offers comprehensive training in data extraction, analysis, and manipulation using various software and specialized systems. The curriculum covers essential topics such as Mathematics and Statistics, Data Structures, Simulation, Data Collection, and Data Comparison.<\/p>\n\n\n\n<p>While the exact syllabus can vary between different programs, common topics in data analytics courses typically include:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Data Structures and Algorithms<\/td><td class=\"has-text-align-center\" data-align=\"center\">Pricing Analytics<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Supply Chain Analytics<\/td><td class=\"has-text-align-center\" data-align=\"center\">Data Collection<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Probability and Statistics<\/td><td class=\"has-text-align-center\" data-align=\"center\">Marketing Analytics<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Customer Analytics<\/td><td class=\"has-text-align-center\" data-align=\"center\">Data Visualization<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Relational Database Management Systems<\/td><td class=\"has-text-align-center\" data-align=\"center\">Optimization<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Retail Analytics<\/td><td class=\"has-text-align-center\" data-align=\"center\">Statistical Analysis<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Business Fundamentals<\/td><td class=\"has-text-align-center\" data-align=\"center\">Machine Learning<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Social Network Analytics<\/td><td class=\"has-text-align-center\" data-align=\"center\">Forecasting Analytics<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Text Analytics<\/td><td class=\"has-text-align-center\" data-align=\"center\">Simulation<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Engineering_Syllabus\"><\/span>Data Analytics Engineering Syllabus<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The curriculum for the engineering Big Data Analytics program encompasses the following topics:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Engineering Mathematics<\/td><td>Principles of Programming<\/td><td>Data Structures<\/td><\/tr><tr><td>Operating Systems<\/td><td>Computer System Architecture<\/td><td>Python Programming<\/td><\/tr><tr><td>Object Oriented Programming<\/td><td>Design and Analysis of Algorithm<\/td><td>Software Engineering &amp; Project management<\/td><\/tr><tr><td>Big Data Ingestion<\/td><td>Design Thinking<\/td><td>Formal Languages and Automata Theory<\/td><\/tr><tr><td>Probability &amp; Statistics for Engineers<\/td><td>Advanced Database Management Systems<\/td><td>Data Communication and Computer Networks<\/td><\/tr><tr><td>Computer Graphics<\/td><td>Big Data Storage<\/td><td>Disk Based Processing<\/td><\/tr><tr><td>Modelling and Simulation<\/td><td>Human Computer Interface<\/td><td>Compiler Design<\/td><\/tr><tr><td>In Memory Processing<\/td><td>Advanced Functional Thinking<\/td><td>Cryptography and Network Security<\/td><\/tr><tr><td>Image Processing &amp; Pattern Analysis<\/td><td>Stream Processing<\/td><td>Big Data Search<\/td><\/tr><tr><td>Software Reliability &amp; Testing<\/td><td>Software Quality Assurance<\/td><td>Data Exploration at Scale<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Skills\"><\/span>Data Analytics Skills<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>To excel in data analytics, candidates must have strong numerical and analytical skills and a good understanding of computer software such as Python, SQL, R, Machine Learning, and Microsoft Excel. Key areas include:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Python\"><\/span>1. Python<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">File Operations using Python<\/td><td class=\"has-text-align-center\" data-align=\"center\">Loops<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Syntax<\/td><td class=\"has-text-align-center\" data-align=\"center\">Python Lists<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Functions, Function Arguments, and Control Flow<\/td><td class=\"has-text-align-center\" data-align=\"center\">Modules<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Decorators and Generators<\/td><td class=\"has-text-align-center\" data-align=\"center\">Dictionaries<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Errors and Exception handling<\/td><td class=\"has-text-align-center\" data-align=\"center\">Comparisons and Operators<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1706\" src=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=2560%2C1706&#038;ssl=1\" alt=\"Data Analytics Course Syllabus 2024: Fees, Duration, Eligibility, Details\" class=\"wp-image-6982\" srcset=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?w=2560&amp;ssl=1 2560w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=1024%2C682&amp;ssl=1 1024w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=1536%2C1024&amp;ssl=1 1536w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=2048%2C1365&amp;ssl=1 2048w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=150%2C100&amp;ssl=1 150w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Microsoft_Excel\"><\/span>2. Microsoft Excel<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Create Workbooks<\/td><td class=\"has-text-align-center\" data-align=\"center\">Data Formatting<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Formulas Usage<\/td><td class=\"has-text-align-center\" data-align=\"center\">Slicers<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Create Pivot Tables<\/td><td class=\"has-text-align-center\" data-align=\"center\">Graphs<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Cell Referencing<\/td><td class=\"has-text-align-center\" data-align=\"center\">Functions and Formulas<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Charts Edit<\/td><td class=\"has-text-align-center\" data-align=\"center\">VBA<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"901\" height=\"407\" src=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Microsoft-Excel.jpg?resize=901%2C407&#038;ssl=1\" alt=\"\" class=\"wp-image-6981\" srcset=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Microsoft-Excel.jpg?w=901&amp;ssl=1 901w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Microsoft-Excel.jpg?resize=300%2C136&amp;ssl=1 300w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Microsoft-Excel.jpg?resize=768%2C347&amp;ssl=1 768w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Microsoft-Excel.jpg?resize=150%2C68&amp;ssl=1 150w\" sizes=\"(max-width: 901px) 100vw, 901px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_R_Programming\"><\/span>3. R Programming<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Background and Nuts &amp; Bolts<\/td><td class=\"has-text-align-center\" data-align=\"center\">Loop Functions and Debugging<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Programming<\/td><td class=\"has-text-align-center\" data-align=\"center\">Simulation &amp; Profiling<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_SQL\"><\/span>4. SQL<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Basic Concepts<\/td><td class=\"has-text-align-center\" data-align=\"center\">Database Creation<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Entity-relationship Modeling<\/td><td class=\"has-text-align-center\" data-align=\"center\">Adding records to Table<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Relational Model<\/td><td class=\"has-text-align-center\" data-align=\"center\">SQL Subqueries<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Data Manipulation<\/td><td class=\"has-text-align-center\" data-align=\"center\">SQL Injections<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Machine_Learning\"><\/span>5. Machine Learning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Introduction to Learning Methods: Supervised, Unsupervised, and Reinforcement Learning<\/td><td class=\"has-text-align-center\" data-align=\"center\">Data Preprocessing and Data Mining<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Decision Tree<\/td><td class=\"has-text-align-center\" data-align=\"center\">Database &amp; SQL<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Linear Regression<\/td><td class=\"has-text-align-center\" data-align=\"center\">Exploratory Data Analysis<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">SNM<\/td><td class=\"has-text-align-center\" data-align=\"center\">Logistic Regression<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">CNN<\/td><td class=\"has-text-align-center\" data-align=\"center\">Naive Bayes<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning-1024x682.jpg?resize=1024%2C682&#038;ssl=1\" alt=\"\" class=\"wp-image-6982\" srcset=\"https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=1024%2C682&amp;ssl=1 1024w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=1536%2C1024&amp;ssl=1 1536w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=2048%2C1365&amp;ssl=1 2048w, https:\/\/i0.wp.com\/natsav.com\/blog\/wp-content\/uploads\/2024\/07\/Machine-learning.jpg?resize=150%2C100&amp;ssl=1 150w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Books<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Authors<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">The Elements of Data Mining, Statistical Learning, Inference, and Prediction<\/td><td class=\"has-text-align-center\" data-align=\"center\">Robert Tibshirani, Trevor Hastie, Jerome Friedman<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Data Analysis Software: Programming with R (Statistics and Computing)<\/td><td class=\"has-text-align-center\" data-align=\"center\">Robert Tibshirani, Trevor Hastie, Jerome Friedman<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Probability &amp; Statistics for Engineers &amp; Scientists<\/td><td class=\"has-text-align-center\" data-align=\"center\">Ronald E. Walpole, Sharon L. Myers, Raymond H. Myers, and Keying Ye<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Data Mining and Analysis<\/td><td class=\"has-text-align-center\" data-align=\"center\">Mohammed J. Zaki, Wagner Meira<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Books\"><\/span>Data Analytics Books<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Tools\"><\/span>Data Analytics Tools<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Various tools are available in the market to meet the growing demand for data analytics. Some top tools include:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Tool<\/strong><\/td><td><strong>Details<\/strong><\/td><td><strong>Organizations Using<\/strong><\/td><\/tr><tr><td>R and Python<\/td><td>R and Python, the programming languages are used in the Data Analytics field. R tool is used for Statistics and Analytics, whereas Python is a high-level interpreted language.<\/td><td>ANZ, Google, Firefox, YouTube, Netflix, Facebook<\/td><\/tr><tr><td>Microsoft Excel<\/td><td>Microsoft Excel provides users with features like sharing workbooks, working in real-time collaboration, adding data to Excel directly from a photo, and many more features.<\/td><td>McDonald\u2019s, IKEA, and Marriott<\/td><\/tr><tr><td>Tableau<\/td><td>Tableau allows you to work on a live data set and spend less time on Data Wrangling. It is a free tool.<\/td><td>Citibank, Deloitte, Skype, Audi<\/td><\/tr><tr><td>RapidMiner<\/td><td>RapidMiner, a tool for data processing and building Machine Learning models. Studio, GO, Server, Real-Time Scoring, and Radoop are the products of RapidMiner.<\/td><td>BMW, Hewlett Packard Enterprise, EZCater, Sanofi<\/td><\/tr><tr><td>KNIME<\/td><td>Konstanz Information Miner (KNIME) is free and open-source for data analytics, reporting, and integration. KNIME provides two software: the KNIME Analytics Platform and the KNIME Server.<\/td><td>Siemens, Novartis, Deutsche Telekom, Continental<\/td><\/tr><tr><td>Apache Spark<\/td><td>Apache Spark provides an open-source community and an interface for programming that identifies any fault tolerance and implicit data parallelism. The current version of Apache Spark is version 2.4.5.<\/td><td>Oracle, Hortonworks, Verizon, Visa<\/td><\/tr><tr><td>Power Bl<\/td><td>Power BI is a Microsoft-based product used in business analytics.&nbsp; Power BI Embedded, Power BI Premium, Power BI Desktop, Power BI Mobile, Power BI Pro, and Power BI Report Server are the products of Power BI.<\/td><td>Adobe, Heathrow, Worldsmart, GE Healthcare<\/td><\/tr><tr><td>QlikView<\/td><td>QlikView is a Business Intelligence, Data Visualization, and Data Analytics tool that helps accelerate business value. Various tools and services are available for free or a free trial of 30 days.<\/td><td>CISCO, NHS, KitchenAid, and Samsung<\/td><\/tr><tr><td>Talend<\/td><td>Talend is a tool that efficiently manages all the steps involved in the ETL process and delivers accessible and clean data for users. Stitch Data Loader, Talend Pipeline Designer, Talend Open Source, Talend Cloud Data Integration, and Talend Data Fabric are free or available for 14 days.<\/td><td>ALDO, ABInBev, EuroNext, AstraZeneca<\/td><\/tr><tr><td>Splunk<\/td><td>Splunk is a tool to analyze the data gathered from applications and websites. Splunk Free, Splunk Enterprise, and Splunk Cloud are the features of Splunk that can be accessed for free for a limited period.<\/td><td>Dominos, Otto Group, Intel, Lenovo<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Entrance_Exams_for_Data_Analytics\"><\/span>Entrance Exams for Data Analytics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Some entrance exams for pursuing data analytics courses include:<\/p>\n\n\n\n<ul>\n<li>JEE MAINS &amp; JEE Advanced<\/li>\n\n\n\n<li>CUET<\/li>\n\n\n\n<li>CAT<\/li>\n\n\n\n<li>MAT<\/li>\n\n\n\n<li>GATE<\/li>\n\n\n\n<li>JNUEE<\/li>\n\n\n\n<li>NIMSEE<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Distance_Education_in_Data_Analytics\"><\/span>Distance Education in Data Analytics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Online distance programs for data analytics usually last 12 months and are recognized for employment in both private and state sectors. These programs are ideal for those who cannot afford full-time courses or do not meet eligibility requirements.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Course_Eligibility\"><\/span>Data Analytics Course Eligibility<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Eligibility varies by course type:<\/p>\n\n\n\n<ul>\n<li><strong>Diploma\/Postgraduate Diploma:<\/strong> Graduation in Science or Engineering with Maths\/Statistics\/CS\/IT as a core subject.<\/li>\n\n\n\n<li><strong>Undergraduate Courses:<\/strong> Class 10 &amp; 12 pass with knowledge of Statistics, Mathematics, and Programming.<\/li>\n\n\n\n<li><strong>Postgraduate Courses:<\/strong> Graduation in Science or Engineering with advanced knowledge of Statistics, Mathematics, and Programming.<\/li>\n<\/ul>\n\n\n\n<p>Apart from this, given below professionals are also eligible to pursue courses in Data Analytics:<\/p>\n\n\n\n<ul>\n<li>Non-IT Professionals<\/li>\n\n\n\n<li>BI Professionals<\/li>\n\n\n\n<li>Data Analytics Professionals<\/li>\n\n\n\n<li>Project Managers<\/li>\n\n\n\n<li>Software Developers<\/li>\n\n\n\n<li>Information Architects<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Course_Fees\"><\/span>Data Analytics Course Fees<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The fees vary depending on the course type:<\/p>\n\n\n\n<ul>\n<li><strong>Certification Course:<\/strong> \u20b95000 \u2013 10,000<\/li>\n\n\n\n<li><strong>Diploma Course:<\/strong> \u20b99,300 \u2013 2,00,000<\/li>\n\n\n\n<li><strong>Undergraduate Course:<\/strong> \u20b990,000 \u2013 21,00,000<\/li>\n\n\n\n<li><strong>Postgraduate Course:<\/strong> \u20b920,000 \u2013 23,00,000<\/li>\n<\/ul>\n\n\n\n<p>Also, the Data Analysis course fee depends on the course duration, the distinctive features each institute provides, and the post-course assistance. Online and offline institutes provide high-grade coaching, so sometimes, the syllabus isn\u2019t the determinant of the difference in data analytics course fees for various institutes. Practical projects and access to learning portals, study materials, etc., can be significant factors for the difference in data analytics course fees.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Career_Scope_in_Data_Analytics\"><\/span>Career Scope in Data Analytics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Data analytics offers high-paying jobs in sectors like banking, education, government, healthcare, marketing, e-commerce, and research. Job roles include:<\/p>\n\n\n\n<ul>\n<li>Data Analyst<\/li>\n\n\n\n<li>Big Data Visualizer<\/li>\n\n\n\n<li>Big Data Engineer<\/li>\n\n\n\n<li>Data Strategist<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Job_Roles_in_Data_Analytics\"><\/span>Job Roles in Data Analytics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Data Analyst<\/td><td>Big Data Visualizer<\/td><td>Big Data Engineer<\/td><\/tr><tr><td>Data Strategist<\/td><td>Big Data Specialist<\/td><td>System Administrators<\/td><\/tr><tr><td>Network Managers<\/td><td>Database Administrator<\/td><td>Big Data Architect<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_Recruiters_in_Data_Analytics\"><\/span>Top Recruiters in Data Analytics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Major recruiters include Amazon, Google, Flipkart, Facebook, Reliance, Accenture, TCS, Wipro, Citrix, IBM, LinkedIn, Deloitte, Ernst &amp; Young, L&amp;T, and HCL.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Benefits_of_Data_Analytics_Courses\"><\/span>Benefits of Data Analytics Courses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul>\n<li>Learn essential data analysis tools and techniques.<\/li>\n\n\n\n<li>Develop critical thinking and problem-solving skills.<\/li>\n\n\n\n<li>Gain industry-relevant knowledge.<\/li>\n<\/ul>\n\n\n\n<p><strong>Read More<\/strong><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/natsav.com\/blog\/data-scientist-roadmap-2024-a-guide-for-beginners\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Scientist Roadmap 2024: A Guide for Beginners<\/a><\/strong><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/natsav.com\/blog\/ai-and-cybersecurity-protecting-your-website\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI and Cybersecurity: Protecting Your Website from Threats<\/a><\/strong><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/natsav.com\/blog\/top-ai-tools-for-website-optimization\/\" target=\"_blank\" rel=\"noreferrer noopener\">Top AI Tools for Website Optimization Paid &amp; Free<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The data analytics course syllabus encompasses a broad range of skills and modules, preparing individuals to make impactful business decisions through data-driven insights. The comprehensive syllabus empowers individuals to shape the world with data.<\/p>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1721137263948\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"What_is_the_Data_Analytics_course_syllabus\"><\/span>What is the Data Analytics course syllabus?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Topics include data collection, visualization techniques, statistics, and algorithms.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1721137286548\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"Is_Data_Analytics_a_desirable_career\"><\/span>Is Data Analytics a desirable career?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, there is strong demand and attractive pay packages for data analysts.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1721137302126\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"How_different_is_the_data_analyst_course_syllabus_from_the_data_scientist_course_syllabus\"><\/span>How different is the data analyst course syllabus from the data scientist course syllabus?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The data scientist course syllabus includes more advanced topics like machine learning and AI<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1721137318400\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"How_difficult_is_it_to_learn_Data_Analytics\"><\/span>How difficult is it to learn Data Analytics?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>It&#8217;s not overly difficult and does not require being an expert mathematician or programmer.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1721137331478\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"Can_I_become_a_data_analyst_without_prior_experience\"><\/span>Can I become a data analyst without prior experience?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, the course covers everything from beginner to advanced levels.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1721137348596\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"How_to_become_a_data_analyst\"><\/span>How to become a data analyst?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Acquire knowledge in statistics, programming, and relevant tools like Excel, Python, and SQL, and gain hands-on experience through projects and internships.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Data Analytics: An Overview Data Analytics Course Syllabus 2024: Fees, Duration, Eligibility, Details, In today&#8217;s data-driven environment, businesses and organizations rely heavily on data analysis to make strategic choices crucial to their development and survival. With data analysis, organizations can make well-informed and thoughtful decisions.\u00a0Due to the high demand for skilled data analysts, there are [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/posts\/6974"}],"collection":[{"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/comments?post=6974"}],"version-history":[{"count":7,"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/posts\/6974\/revisions"}],"predecessor-version":[{"id":6997,"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/posts\/6974\/revisions\/6997"}],"wp:attachment":[{"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/media?parent=6974"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/categories?post=6974"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/natsav.com\/blog\/wp-json\/wp\/v2\/tags?post=6974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}