{"id":331,"date":"2025-06-02T05:22:59","date_gmt":"2025-06-02T05:22:59","guid":{"rendered":"https:\/\/dev.sektechnosoft.com\/baytelmaarifa\/?post_type=product&#038;p=331"},"modified":"2026-07-25T11:45:04","modified_gmt":"2026-07-25T11:45:04","slug":"data-analysis-using-excel-and-spss-certification-training","status":"publish","type":"product","link":"https:\/\/baytelmaarifa.co.uk\/ar\/product\/data-analysis-using-excel-and-spss-certification-training\/","title":{"rendered":"IBM SPSS for Statistical Data Analysis"},"content":{"rendered":"<h2 class=\"PDq2pG_selectionAnchorContainer\" data-section-id=\"1sp67mj\" data-start=\"3330\" data-end=\"3348\">Course Overview<\/h2>\n<p data-start=\"3350\" data-end=\"3526\">This comprehensive certification training course is designed to equip participants with the practical skills required to perform statistical analysis using IBM SPSS Statistics.<\/p>\n<p data-start=\"3528\" data-end=\"3845\">The course provides a strong foundation in data management, statistical techniques, and interpretation of analytical outputs, enabling participants to conduct high-quality quantitative research and make evidence-based decisions across business, healthcare, education, social sciences, and public sector organisations.<\/p>\n<hr data-start=\"3847\" data-end=\"3850\" \/>\n<h2 data-section-id=\"1nz1zcv\" data-start=\"3852\" data-end=\"3876\">Key Learning Outcomes<\/h2>\n<p data-start=\"3878\" data-end=\"3934\">By the end of this course, participants will be able to:<\/p>\n<h3 data-section-id=\"1n72xs1\" data-start=\"3936\" data-end=\"3963\">Data Management in SPSS<\/h3>\n<ul data-start=\"3964\" data-end=\"4212\">\n<li data-section-id=\"eulim3\" data-start=\"3964\" data-end=\"4025\">Navigate the IBM SPSS Statistics interface with confidence.<\/li>\n<li data-section-id=\"qv4zg3\" data-start=\"4026\" data-end=\"4094\">Import, organise, code, and manage datasets from multiple sources.<\/li>\n<li data-section-id=\"116ent9\" data-start=\"4095\" data-end=\"4156\">Clean, validate, and prepare data for statistical analysis.<\/li>\n<li data-section-id=\"1fsoq9n\" data-start=\"4157\" data-end=\"4212\">Create and manage variables and datasets efficiently.<\/li>\n<\/ul>\n<h3 data-section-id=\"1oukt56\" data-start=\"4214\" data-end=\"4249\">Statistical Analysis Using SPSS<\/h3>\n<ul data-start=\"4250\" data-end=\"4592\">\n<li data-section-id=\"123xcqn\" data-start=\"4250\" data-end=\"4293\">Conduct descriptive statistical analysis.<\/li>\n<li data-section-id=\"44r24g\" data-start=\"4294\" data-end=\"4345\">Perform cross-tabulation and Chi-square analysis.<\/li>\n<li data-section-id=\"hv68vy\" data-start=\"4346\" data-end=\"4394\">Conduct independent and paired sample t-tests.<\/li>\n<li data-section-id=\"j6cj6s\" data-start=\"4395\" data-end=\"4433\">Perform One-Way and Factorial ANOVA.<\/li>\n<li data-section-id=\"jfjm29\" data-start=\"4434\" data-end=\"4487\">Conduct correlation and linear regression analysis.<\/li>\n<li data-section-id=\"qvc7xn\" data-start=\"4488\" data-end=\"4542\">Perform reliability analysis using Cronbach&#8217;s Alpha.<\/li>\n<li data-section-id=\"ipll3c\" data-start=\"4543\" data-end=\"4592\">Generate publication-quality tables and charts.<\/li>\n<\/ul>\n<h3 data-section-id=\"lzlmfd\" data-start=\"4594\" data-end=\"4626\">Interpretation and Reporting<\/h3>\n<ul data-start=\"4627\" data-end=\"4919\">\n<li data-section-id=\"1j1p27h\" data-start=\"4627\" data-end=\"4669\">Interpret statistical outputs correctly.<\/li>\n<li data-section-id=\"19h86b\" data-start=\"4670\" data-end=\"4737\">Select appropriate statistical tests based on research questions.<\/li>\n<li data-section-id=\"1ngewqq\" data-start=\"4738\" data-end=\"4807\">Present findings clearly for technical and non-technical audiences.<\/li>\n<li data-section-id=\"1r32vzq\" data-start=\"4808\" data-end=\"4919\">Produce professional statistical reports suitable for academic, business, and organisational decision-making.<\/li>\n<\/ul>\n<hr data-start=\"4921\" data-end=\"4924\" \/>\n<h2 data-section-id=\"qfvw94\" data-start=\"4926\" data-end=\"4949\">Training Methodology<\/h2>\n<p data-start=\"4951\" data-end=\"5024\">The course follows a practical, hands-on learning approach that includes:<\/p>\n<ul data-start=\"5026\" data-end=\"5499\">\n<li data-section-id=\"138i64b\" data-start=\"5026\" data-end=\"5084\">Instructor-led demonstrations using IBM SPSS Statistics.<\/li>\n<li data-section-id=\"11nj7kf\" data-start=\"5085\" data-end=\"5182\">Practical exercises based on real-world business, healthcare, education, and research datasets.<\/li>\n<li data-section-id=\"16bvu8u\" data-start=\"5183\" data-end=\"5236\">Interactive statistical problem-solving activities.<\/li>\n<li data-section-id=\"1k4ahoo\" data-start=\"5237\" data-end=\"5325\">Individual assignments designed to strengthen data analysis and interpretation skills.<\/li>\n<li data-section-id=\"1j674ee\" data-start=\"5326\" data-end=\"5423\">Mini-projects involving complete quantitative data analysis from data preparation to reporting.<\/li>\n<li data-section-id=\"1we3gzt\" data-start=\"5424\" data-end=\"5499\">Access to sample datasets, SPSS syntax examples, and reporting templates.<\/li>\n<\/ul>\n<hr data-start=\"5501\" data-end=\"5504\" \/>\n<h2 data-section-id=\"bdo9e\" data-start=\"5506\" data-end=\"5526\">Who Should Attend<\/h2>\n<p data-start=\"5528\" data-end=\"5553\">This course is ideal for:<\/p>\n<ul data-start=\"5555\" data-end=\"5993\">\n<li data-section-id=\"uzwbid\" data-start=\"5555\" data-end=\"5630\">Researchers in social sciences, healthcare, education, and public policy.<\/li>\n<li data-section-id=\"1tskvfz\" data-start=\"5631\" data-end=\"5668\">Graduate and postgraduate students.<\/li>\n<li data-section-id=\"z3ql9z\" data-start=\"5669\" data-end=\"5713\">Academic staff and university researchers.<\/li>\n<li data-section-id=\"1k45ut9\" data-start=\"5714\" data-end=\"5793\">Monitoring, Evaluation, Accountability and Learning (MEAL\/M&amp;E) professionals.<\/li>\n<li data-section-id=\"oe6cxp\" data-start=\"5794\" data-end=\"5837\">Business analysts and market researchers.<\/li>\n<li data-section-id=\"v3edqb\" data-start=\"5838\" data-end=\"5868\">Public sector professionals.<\/li>\n<li data-section-id=\"4yc83o\" data-start=\"5869\" data-end=\"5911\">NGO and international development staff.<\/li>\n<li data-section-id=\"1ihymk2\" data-start=\"5912\" data-end=\"5993\">Anyone seeking practical statistical analysis skills using IBM SPSS Statistics.<\/li>\n<\/ul>\n<hr data-start=\"5995\" data-end=\"5998\" \/>\n<h2 data-section-id=\"1q4a1e8\" data-start=\"6000\" data-end=\"6014\">Certificate<\/h2>\n<p data-start=\"6016\" data-end=\"6300\" data-is-last-node=\"\" data-is-only-node=\"\">Participants who successfully complete the course will receive a <strong data-start=\"6081\" data-end=\"6138\">Certificate in IBM SPSS for Statistical Data Analysis<\/strong>, demonstrating competency in quantitative data management, statistical analysis, interpretation of results, and professional reporting using IBM SPSS Statistics.<\/p>\n<div style=\"all: initial !important;\"><\/div>\n<div style=\"all: initial !important;\"><\/div>\n<div style=\"all: initial !important;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>This comprehensive certification 5-day training course is designed to equip participants with the <strong>P<\/strong><b>ractical skills and analytical techniques<\/b> needed to manage, analyse, and present data using <b>Microsoft Excel<\/b> and <b>IBM SPSS Statistics<\/b>.<\/p>\n<div style=\"all: initial !important;\"><\/div>\n<div style=\"all: initial !important;\"><\/div>\n<div style=\"all: initial !important;\"><\/div>","protected":false},"featured_media":523,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false},"product_brand":[],"product_cat":[22],"product_tag":[],"class_list":["post-331","product","type-product","status-publish","has-post-thumbnail","product_cat-uncategorized","entry","has-media","first","instock","sold-individually","shipping-taxable","purchasable","product-type-simple","col","span_1_of_4","owp-content-center","owp-thumbs-layout-vertical","owp-btn-normal","owp-tabs-layout-vertical","has-no-thumbnails"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/product\/331","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/comments?post=331"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/media\/523"}],"wp:attachment":[{"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/media?parent=331"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/product_brand?post=331"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/product_cat?post=331"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/baytelmaarifa.co.uk\/ar\/wp-json\/wp\/v2\/product_tag?post=331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}