{"id":41286,"date":"2025-10-14T14:05:48","date_gmt":"2025-10-14T14:05:48","guid":{"rendered":"https:\/\/certifeka-edu.com\/programs\/research-for-strategic-development-professional-certificate-2\/lessons\/lesson-2-major-sampling-techniques-probability-2\/"},"modified":"2025-10-14T14:05:48","modified_gmt":"2025-10-14T14:05:48","slug":"lesson-2-major-sampling-techniques-probability-2","status":"publish","type":"lesson","link":"https:\/\/certifeka-edu.com\/ar\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/","title":{"rendered":"Lesson 2: Major sampling techniques &#8211; Probability"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" width=\"96\" height=\"114\" src=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png\" alt=\"\" srcset=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png 96w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1-10x12.png 10w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1-42x50.png 42w\" sizes=\"auto, (max-width: 96px) 100vw, 96px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<h2>Lesson 2: Sampling Techniques<br \/>\n<\/h2>\n<h3>Major sampling techniques are:<\/h3>\n<h5>Probability Sampling<\/h5>\n<h5>Probability sampling is a sampling method that involves randomly selecting a sample or a part of the population that you want to research.<\/h5>\n<h5>It is also sometimes called random sampling.<\/h5>\n<h5>To qualify as being random, each research unit (e.g., person, business, or organisation in your population) must have an equal chance of being selected.<\/h5>\n<h5>This is usually done through a random selection process, like a drawing.<\/h5>\n<h3>There are 4 types of Probability sampling:<\/h3>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"530\" src=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/4-types-of-Probability-sampling.png\" alt=\"\" srcset=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/4-types-of-Probability-sampling.png 701w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/4-types-of-Probability-sampling-300x241.png 300w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/4-types-of-Probability-sampling-15x12.png 15w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/4-types-of-Probability-sampling-600x482.png 600w, https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/4-types-of-Probability-sampling-62x50.png 62w\" sizes=\"auto, (max-width: 660px) 100vw, 660px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<details id=\"e-n-accordion-item-1010\" open>\n<summary data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1010\" >\n\t\t\t\t\t 1) Simple random sampling<br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t<\/summary>\n<h5>In a simple random sample, every member of the population has an equal chance of being selected.<\/h5>\n<h5>Your sampling frame should include the whole population.<\/h5>\n<h5>To conduct this type of sampling, you can use tools like random number generators or other techniques that are based entirely on chance.<\/h5>\n<p>\u00a0<br \/>\n\t\t\t\t\t<\/details>\n<details id=\"e-n-accordion-item-1011\" >\n<summary data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1011\" >\n\t\t\t\t\t 2) Systematic sampling<br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t<\/summary>\n<h5>Systematic sampling is similar to simple random sampling, but it is usually slightly easier to conduct.<\/h5>\n<h5>Every member of the population is listed with a number, but instead of randomly generating numbers, individuals are chosen at regular intervals.<\/h5>\n<h5>Example: All employees of the company are listed in alphabetical order.<\/h5>\n<h5>From the first 10 numbers, you randomly select a starting point: number 6. From number 6 onwards, every 10th person on the list is selected (6, 16, 26, 36, and so on), and you end up with a sample of 100 people.<\/h5>\n<\/details>\n<details id=\"e-n-accordion-item-1012\" >\n<summary data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1012\" >\n\t\t\t\t\t 3) Stratified sampling<br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t<\/summary>\n<h5>Stratified sampling involves dividing the population into subpopulations that may differ in important ways.<\/h5>\n<h5>It allows you to draw more precise conclusions by ensuring that every subgroup is properly represented in the sample.<\/h5>\n<h5>To use this sampling method, you divide the population into subgroups (called strata) based on the relevant characteristic (e.g., gender identity, age range, income bracket, job role).<\/h5>\n<h5>Example: The company has 800 female employees and 200 male employees.<\/h5>\n<\/details>\n<details id=\"e-n-accordion-item-1013\" >\n<summary data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1013\" >\n\t\t\t\t\t  4) Cluster sampling<br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t<svg aria-hidden=\"true\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><br \/>\n\t\t\t\t\t\t<\/summary>\n<h5>Cluster sampling also involves dividing the population into subgroups, but each subgroup should have similar characteristics to the whole sample.<\/h5>\n<h5>Instead of sampling individuals from each subgroup, you randomly select entire subgroups.<\/h5>\n<h5>Example: The company has offices in 10 cities across the country (all with roughly the same number of employees in similar roles).<\/h5>\n<h5>You don&#8217;t have the capacity to travel to every office to collect your data, so you use random sampling to select 3 offices &#8212; these are your clusters.<\/h5>\n<\/details>\n<h5>In a simple random sample, every member of the population has an equal chance of being selected.<\/h5>\n<h5>Your sampling frame should include the whole population.<\/h5>\n<h5>To conduct this type of sampling, you can use tools like random number generators or other techniques that are based entirely on chance.<\/h5>\n<p>\u00a0<\/p>\n<h5>Systematic sampling is similar to simple random sampling, but it is usually slightly easier to conduct.<\/h5>\n<h5>Every member of the population is listed with a number, but instead of randomly generating numbers, individuals are chosen at regular intervals.<\/h5>\n<h5>Example: All employees of the company are listed in alphabetical order.<\/h5>\n<h5>From the first 10 numbers, you randomly select a starting point: number 6. From number 6 onwards, every 10th person on the list is selected (6, 16, 26, 36, and so on), and you end up with a sample of 100 people.<\/h5>\n<h5>Stratified sampling involves dividing the population into subpopulations that may differ in important ways.<\/h5>\n<h5>It allows you to draw more precise conclusions by ensuring that every subgroup is properly represented in the sample.<\/h5>\n<h5>To use this sampling method, you divide the population into subgroups (called strata) based on the relevant characteristic (e.g., gender identity, age range, income bracket, job role).<\/h5>\n<h5>Example: The company has 800 female employees and 200 male employees.<\/h5>\n<h5>Cluster sampling also involves dividing the population into subgroups, but each subgroup should have similar characteristics to the whole sample.<\/h5>\n<h5>Instead of sampling individuals from each subgroup, you randomly select entire subgroups.<\/h5>\n<h5>Example: The company has offices in 10 cities across the country (all with roughly the same number of employees in similar roles).<\/h5>\n<h5>You don&#8217;t have the capacity to travel to every office to collect your data, so you use random sampling to select 3 offices &#8212; these are your clusters.<\/h5>","protected":false},"comment_status":"open","ping_status":"closed","template":"","class_list":["post-41286","lesson","type-lesson","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Lesson 2: Major sampling techniques - Probability - Certifeka-edu<\/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:\/\/certifeka-edu.com\/ar\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Lesson 2: Major sampling techniques - Probability - Certifeka-edu\" \/>\n<meta property=\"og:description\" content=\"Lesson 2: Sampling Techniques Major sampling techniques are: Probability Sampling Probability sampling is a sampling method that involves randomly selecting a sample or a part of the population that you want to research. It is also sometimes called random sampling. To qualify as being random, each research unit (e.g., person, business, or organisation in your [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/certifeka-edu.com\/ar\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Certifeka-edu\" \/>\n<meta property=\"og:image\" content=\"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":[\"WebPage\",\"webpage\"],\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/\",\"url\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/\",\"name\":\"Lesson 2: Major sampling techniques - Probability - Certifeka-edu\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/certifeka-edu.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/logos-png-01-296x57-1.png\",\"datePublished\":\"2025-10-14T14:05:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/#primaryimage\",\"url\":\"https:\\\/\\\/certifeka-edu.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/logos-png-01-296x57-1.png\",\"contentUrl\":\"https:\\\/\\\/certifeka-edu.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/logos-png-01-296x57-1.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/programs\\\/sample-course\\\/lessons\\\/lesson-2-major-sampling-techniques-probability-2\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"home\",\"item\":\"https:\\\/\\\/certifeka-edu.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Lessons\",\"item\":\"https:\\\/\\\/certifeka-edu.com\\\/lesson\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Lesson 2: Major sampling techniques &#8211; Probability\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/#website\",\"url\":\"https:\\\/\\\/certifeka-edu.com\\\/\",\"name\":\"certifeka\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/certifeka-edu.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/#organization\",\"name\":\"certifeka\",\"url\":\"https:\\\/\\\/certifeka-edu.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/certifeka-edu.com\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-certifeka-removebg-preview.png\",\"contentUrl\":\"https:\\\/\\\/certifeka-edu.com\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-certifeka-removebg-preview.png\",\"width\":366,\"height\":104,\"caption\":\"certifeka\"},\"image\":{\"@id\":\"https:\\\/\\\/certifeka-edu.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Lesson 2: Major sampling techniques - Probability - Certifeka-edu","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/certifeka-edu.com\/ar\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/","og_locale":"ar_AR","og_type":"article","og_title":"Lesson 2: Major sampling techniques - Probability - Certifeka-edu","og_description":"Lesson 2: Sampling Techniques Major sampling techniques are: Probability Sampling Probability sampling is a sampling method that involves randomly selecting a sample or a part of the population that you want to research. It is also sometimes called random sampling. To qualify as being random, each research unit (e.g., person, business, or organisation in your [&hellip;]","og_url":"https:\/\/certifeka-edu.com\/ar\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/","og_site_name":"Certifeka-edu","og_image":[{"url":"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"4 \u062f\u0642\u0627\u0626\u0642"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["WebPage","webpage"],"@id":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/","url":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/","name":"Lesson 2: Major sampling techniques - Probability - Certifeka-edu","isPartOf":{"@id":"https:\/\/certifeka-edu.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/#primaryimage"},"image":{"@id":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/#primaryimage"},"thumbnailUrl":"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png","datePublished":"2025-10-14T14:05:48+00:00","breadcrumb":{"@id":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/#primaryimage","url":"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png","contentUrl":"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/04\/logos-png-01-296x57-1.png"},{"@type":"BreadcrumbList","@id":"https:\/\/certifeka-edu.com\/programs\/sample-course\/lessons\/lesson-2-major-sampling-techniques-probability-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"home","item":"https:\/\/certifeka-edu.com\/"},{"@type":"ListItem","position":2,"name":"Lessons","item":"https:\/\/certifeka-edu.com\/lesson\/"},{"@type":"ListItem","position":3,"name":"Lesson 2: Major sampling techniques &#8211; Probability"}]},{"@type":"WebSite","@id":"https:\/\/certifeka-edu.com\/#website","url":"https:\/\/certifeka-edu.com\/","name":"certifeka","description":"","publisher":{"@id":"https:\/\/certifeka-edu.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/certifeka-edu.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/certifeka-edu.com\/#organization","name":"certifeka","url":"https:\/\/certifeka-edu.com\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/certifeka-edu.com\/#\/schema\/logo\/image\/","url":"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/cropped-certifeka-removebg-preview.png","contentUrl":"https:\/\/certifeka-edu.com\/wp-content\/uploads\/2025\/03\/cropped-certifeka-removebg-preview.png","width":366,"height":104,"caption":"certifeka"},"image":{"@id":"https:\/\/certifeka-edu.com\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/certifeka-edu.com\/ar\/wp-json\/wp\/v2\/lesson\/41286","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/certifeka-edu.com\/ar\/wp-json\/wp\/v2\/lesson"}],"about":[{"href":"https:\/\/certifeka-edu.com\/ar\/wp-json\/wp\/v2\/types\/lesson"}],"replies":[{"embeddable":true,"href":"https:\/\/certifeka-edu.com\/ar\/wp-json\/wp\/v2\/comments?post=41286"}],"version-history":[{"count":0,"href":"https:\/\/certifeka-edu.com\/ar\/wp-json\/wp\/v2\/lesson\/41286\/revisions"}],"wp:attachment":[{"href":"https:\/\/certifeka-edu.com\/ar\/wp-json\/wp\/v2\/media?parent=41286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}