{"id":1842,"date":"2017-11-27T16:39:10","date_gmt":"2017-11-27T11:09:10","guid":{"rendered":"http:\/\/stepbystepschools.net\/?page_id=1842"},"modified":"2020-03-07T12:43:05","modified_gmt":"2020-03-07T07:13:05","slug":"learndatasciencerprogrammingpythoninmumbai","status":"publish","type":"page","link":"https:\/\/www.stepbystepschools.net\/?page_id=1842","title":{"rendered":"Learn Data Science &#8211; Do Programming using Python"},"content":{"rendered":"<h2><span style=\"text-decoration: underline; color: #800000;\">Course Name<\/span><span style=\"color: #800000;\">: &#8211;<\/span>\u00a0Learn Data Science &#8211; Do Programming using Python<\/h2>\n<h2><span style=\"text-decoration: underline; color: #800000;\">Date &amp; Time<\/span><span style=\"color: #800000;\">: &#8211; <\/span>Sat\u00a004th Apr to Sat 30th May 2020 every Saturday from 08:00 AM to 11:00 AM<\/h2>\n<h2><span style=\"text-decoration: underline; ;color: #993300;\">Cost<\/span><span style=\"color: #993300;\">: &#8211;\u00a0<\/span><\/h2>\n<h2>Booking between\u00a024 Feb 2020 to 14th March 2020 \u2013 1000 INR discount, you pay 19000 INR<br \/>\nBooking between 15th March to\u00a028th March 2020 \u2013 500 INR discount, you pay 19500 INR<br \/>\nBooking between 29th March to\u00a003rd April 2020 \u2013 0 INR discount, you pay 20000 INR<\/h2>\n<h2><span style=\"text-decoration: underline; ;color: #993300;\">How to Join?<\/span><\/h2>\n<p>Click <a title=\"How to Register\" href=\"http:\/\/stepbystepschools.net\/?page_id=96\" target=\"_blank\" rel=\"noopener\">Here<\/a><br \/>\n<!--\n\n\n<h2><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\"><\/span><span style=\"text-decoration: underline; color: #800000;\">Pre-requisite<\/span><\/h2>\n\n\nGood news for enrolled candidates of Data Science training where they will get chance to attend FREE sessions on Mathematics which are pre-requisite required to accomplish Data Science training, see syllabus and other details <a href=\"http:\/\/stepbystepschools.net\/?page_id=534\" target=\"_blank\" rel=\"noopener\">here<\/a>--><\/p>\n<h2><span style=\"text-decoration: underline; color: #800000;\">Key Features<\/span><\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>No PPT&#8217;s completely Hands-on Data Science &#8211; Mathematics and Python\u00a0training.<\/li>\n<li>Installation required in your laptop for training<\/li>\n<\/ul>\n<\/li>\n<li style=\"list-style-type: none;\">\n<ul><!--\n \t\n\n<li>R download link, get from <a href=\"https:\/\/cran.r-project.org\/bin\/windows\/base\/\" target=\"_blank\" rel=\"noopener\">here<\/a><\/li>\n\n\n--><\/p>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Python download link, get from <a href=\"https:\/\/www.python.org\/downloads\/release\/python-363\/\" target=\"_blank\" rel=\"noopener\">here<\/a><\/li>\n<li>IPython download link, get from <a href=\"https:\/\/ipython.org\/install.html\" target=\"_blank\" rel=\"noopener\">here<\/a><\/li>\n<li>For MAC system download link of Python, NumPy, SciPy &amp; matplotlib get from <a href=\"https:\/\/penandpants.com\/2012\/03\/01\/install-python-2\/\" target=\"_blank\" rel=\"noopener\">here<\/a><\/li>\n<li>All at only 20000 INR<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"text-decoration: underline; ;color: #993300;\">Why Data Science? and choose as career?\u00a0<\/span><\/h2>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/avO8q7LT0DI\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><br \/>\n<!--\n\n\n<h2><span style=\"text-decoration: underline; ;color: #993300;\">Why to choose Data Science as career?\u00a0<\/span><\/h2>\n\n\n<iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/268350147\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe>--><\/p>\n<h2><span style=\"text-decoration: underline; ;color: #993300;\">Executional Syllabus: &#8211;\u00a0<\/span><\/h2>\n<table border=\"0\" width=\"100%\">\n<tbody>\n<tr>\n<td width=\"30%\"><strong>Python Quick Start and Basics<\/strong><\/td>\n<td>Installing Python framework and Pycharm IDE.<br \/>\nCreating and Running your first Python project.<br \/>\nPython is case-sensitive<br \/>\nVariables, data types, inferrence &amp; type()<br \/>\nPython is a dynamic language<br \/>\nComments in Python<br \/>\nCreating function, whitespaces &amp; indentation<br \/>\nImportance of new line<br \/>\nList in python, Index, Range &amp; Negative Indexing<br \/>\nFor loops and IF conditions<br \/>\nPEP, PEP 8, Python enhancement proposal<br \/>\nELSE and ELSE IF<br \/>\nArray vs Python<br \/>\nReading text files in Python<br \/>\nCasting and Loss of Data<br \/>\nReferencing external libararies<br \/>\nApplying linear regression using sklearn<br \/>\nCreating classes and objects.<br \/>\nZip and UnZip<br \/>\nNumpy and Pandas<\/td>\n<\/tr>\n<tr>\n<td><strong>Array vs Pandas<\/strong><\/td>\n<td>Referencing Numpy and Pandas<br \/>\nCreating a Numpy array<br \/>\nNumpy Array vs Normal Python array<br \/>\nWhy do we need Pandas?<br \/>\nRevising Arrays vs Numpy Array vs Pandas<\/td>\n<\/tr>\n<tr>\n<td><strong>Machine Learning Fundamentals &#8211; BOW, Vectors and Labels<br \/>\n<\/strong><\/td>\n<td>What is Machine learning?<br \/>\nAlgorithm and Training data.<br \/>\nVectors.<br \/>\nModels in Machine Learning.<br \/>\nFeatures and Labels.<br \/>\nBag of words.<br \/>\nImplementing BOW using SKLearn.<br \/>\nThe fit Method.<br \/>\nStopWords.<br \/>\nThe transform Method.<\/td>\n<\/tr>\n<tr>\n<td><strong>Understanding TD and IDF<br \/>\n<\/strong><\/td>\n<td>Corupus \/ Documents, Document and Terms.<br \/>\nUnderstanding TF<br \/>\nUnderstanding IDF<br \/>\nTF IDF.<br \/>\nPerforming calculations of TF IDF.<br \/>\nImplementing TF IDF using SkLearn<br \/>\nIDF calculation in SkLearn.<\/td>\n<\/tr>\n<tr>\n<td><strong>Regression<\/strong><\/td>\n<td>Linear Regression Models<br \/>\nNon Linear Regression Models<\/td>\n<\/tr>\n<tr>\n<td><strong>Classification<br \/>\n<\/strong><\/td>\n<td>Classification Decision Tree<br \/>\nLogistic Regression<br \/>\nBayesian<br \/>\nSupport Vector Machinesa<\/td>\n<\/tr>\n<tr>\n<td><strong>Clustering<br \/>\n<\/strong><\/td>\n<td>K-means Clustering and Case Study<br \/>\nDBSCAN Clustering and Case study<br \/>\nHierarchical Clustering<\/td>\n<\/tr>\n<tr>\n<td><strong>Association<br \/>\n<\/strong><\/td>\n<td>Apriori Algorithm<br \/>\nCandidate Generation<br \/>\nVisualization on Associated Rules<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Course Name: &#8211;\u00a0Learn Data Science &#8211; Do Programming using Python Date &amp; Time: &#8211; Sat\u00a004th Apr to Sat 30th May 2020 every Saturday from 08:00 AM to 11:00 AM Cost: &#8211;\u00a0 Booking between\u00a024 Feb 2020 to 14th March 2020 \u2013 &hellip; <a href=\"https:\/\/www.stepbystepschools.net\/?page_id=1842\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":40,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Learn Data Science - Do Programming using Python - Learn MVC, Angular, Architecture, MSBI, Data Science in Mumbai<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.stepbystepschools.net\/?page_id=1842\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Learn Data Science - Do Programming using Python - Learn MVC, Angular, Architecture, MSBI, Data Science in Mumbai\" \/>\n<meta property=\"og:description\" content=\"Course Name: &#8211;\u00a0Learn Data Science &#8211; 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