{"id":1373,"date":"2025-08-15T03:28:29","date_gmt":"2025-08-15T03:28:29","guid":{"rendered":"https:\/\/digisiana.com\/blog\/?p=1373"},"modified":"2025-08-15T03:28:30","modified_gmt":"2025-08-15T03:28:30","slug":"tahapan-belajar-data-analyst","status":"publish","type":"post","link":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/","title":{"rendered":"Tahapan Belajar Data Analyst"},"content":{"rendered":"\n<p><br>Tahapan Belajar Data Analyst, Bayangkan kamu ingin menjadi seorang data analyst\u00a0profesi yang sedang naik daun dan dibutuhkan di berbagai industri, mulai dari startup hingga perusahaan multinasional. <\/p>\n\n\n\n<p>Tapi tanpa panduan yang jelas mengenai tahapan belajar data analyst, perjalananmu bisa terasa membingungkan.<\/p>\n\n\n\n<p>Artikel ini dirancang untuk memandumu secara bertahap, menggunakan bahasa yang ramah dan mudah dipahami. <\/p>\n\n\n\n<p>Di dalamnya, kamu akan menemukan penjelasan mendalam dan praktis tentang setiap langkah penting dalam proses belajar menjadi data analyst. Yuk, kita mulai!<\/p>\n\n\n\n<p>Mengikuti <strong><a href=\"https:\/\/digisiana.com\/blog\/sertifikasi-data-analyst-di-cirebon-panduan-komprehensif\/\">Sertifikasi Data Analyst<\/a><\/strong> akan membantu Anda menguasai keterampilan analisis data secara mendalam, sehingga mampu memberikan insight yang akurat untuk mendukung pengambilan keputusan bisnis.<br><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">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:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Pahami_Dasar%E2%80%93Dasar_Analisis_Data\" >Pahami Dasar\u2013Dasar Analisis Data<\/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:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#1_Mengenal_Data_dan_Perannya\" >1.&nbsp;Mengenal Data dan Perannya<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#2_Konsep_Statistik_yang_Perlu_Diketahui\" >2.&nbsp;Konsep Statistik yang Perlu Diketahui<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Tahapan_Belajar_Data_Analyst-Kuasai_Bahasa_Pemrograman_Tools_Utama\" >Tahapan Belajar Data Analyst-Kuasai Bahasa Pemrograman &amp; Tools Utama<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#1_Tahapan_Belajar_Data_Analyst-Dasar-dasar_Python_atau_R\" >1.\u00a0Tahapan Belajar Data Analyst-Dasar-dasar Python atau R<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#2_Pemanfaatan_SQL_untuk_Query_Data\" >2.&nbsp;Pemanfaatan SQL untuk Query Data<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Tahapan_Belajar_Data_Analyst-Berlatih_Membersihkan_Mempersiapkan_Data\" >Tahapan Belajar Data Analyst-Berlatih Membersihkan &amp; Mempersiapkan Data<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#1_Tahapan_Belajar_Data_Analyst-Mengelola_Data_Hilang_dan_OutlierTahapan_Belajar_Data_Analyst1_Mengelola_Data_Hilang_dan_Outlier\" >1.\u00a0Tahapan Belajar Data Analyst-Mengelola Data Hilang dan OutlierTahapan Belajar Data Analyst1.\u00a0Mengelola Data Hilang dan Outlier<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#2_Penyesuaian_Skala_Data\" >2.&nbsp;Penyesuaian Skala Data<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Analisis_Data_Visualisasi\" >Analisis Data &amp; Visualisasi<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#1_Analisis_Sederhana_dan_Interpretasi\" >1.&nbsp;Analisis Sederhana dan Interpretasi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#2_Membuat_Dashboard_Interaktif\" >2.&nbsp;Membuat Dashboard Interaktif<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Pelajari_Dasar-dasar_Machine_Learning_Opsional\" >Pelajari Dasar-dasar Machine Learning (Opsional)<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#1_Pengenalan_Algoritma_Prediktif\" >1.&nbsp;Pengenalan Algoritma Prediktif<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#2_Cara_Mengukur_Performa_Model\" >2.&nbsp;Cara Mengukur Performa Model<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Bangun_Portfolio_Proyek_Nyata\" >Bangun Portfolio &amp; Proyek Nyata<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#1_Mulai_dari_Proyek_Sederhana\" >1.&nbsp;Mulai dari Proyek Sederhana<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#2_Publikasikan_Karyamu\" >2.&nbsp;Publikasikan Karyamu<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#Kesimpulan\" >Kesimpulan<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Pahami_Dasar%E2%80%93Dasar_Analisis_Data\"><\/span>Pahami Dasar\u2013Dasar Analisis Data<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"701\" data-id=\"1377\" src=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597-1024x701.png\" alt=\"Tahapan Belajar Data Analyst\" class=\"wp-image-1377\" srcset=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597-1024x701.png 1024w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597-300x205.png 300w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597-200x137.png 200w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597-768x525.png 768w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597-432x296.png 432w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64597.png 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Sebelum mendalami tools atau bahasa pemrograman, penting untuk mengetahui fondasi dari analisis data itu sendiri. <\/p>\n\n\n\n<p>Dengan pemahaman dasar yang kuat, kamu akan lebih mudah memahami konsep-konsep lanjutan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Mengenal_Data_dan_Perannya\"><\/span>1.&nbsp;Mengenal Data dan Perannya<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Kita mulai dari hal yang paling mendasar: apa itu data? Kenali perbedaan antara data kuantitatif dan kualitatif serta bagaimana data digunakan untuk mendukung pengambilan keputusan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Konsep_Statistik_yang_Perlu_Diketahui\"><\/span>2.&nbsp;Konsep Statistik yang Perlu Diketahui<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Pahami beberapa istilah penting seperti mean, median, modus, dan standar deviasi. Ini akan sangat berguna ketika kamu mulai melakukan analisis data secara langsung.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tahapan_Belajar_Data_Analyst-Kuasai_Bahasa_Pemrograman_Tools_Utama\"><\/span>Tahapan Belajar Data Analyst-Kuasai Bahasa Pemrograman &amp; Tools Utama<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"701\" data-id=\"1378\" src=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598-1024x701.png\" alt=\"Tahapan Belajar Data Analyst\" class=\"wp-image-1378\" srcset=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598-1024x701.png 1024w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598-300x205.png 300w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598-200x137.png 200w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598-768x525.png 768w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598-432x296.png 432w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64598.png 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Setelah paham konsep dasar, kamu bisa mulai belajar alat dan bahasa yang umum digunakan dalam profesi data analyst.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Tahapan_Belajar_Data_Analyst-Dasar-dasar_Python_atau_R\"><\/span>1.\u00a0Tahapan Belajar Data Analyst-Dasar-dasar Python atau R<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Pelajari struktur dasar pemrograman, logika, dan bagaimana bahasa seperti Python atau R bisa digunakan untuk mengolah dan menganalisis data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Pemanfaatan_SQL_untuk_Query_Data\"><\/span>2.&nbsp;Pemanfaatan SQL untuk Query Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>SQL adalah senjata utama untuk berinteraksi dengan database. Mulailah dengan perintah dasar seperti SELECT, WHERE, dan JOIN agar kamu bisa mengekstrak informasi yang relevan dari dataset.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tahapan_Belajar_Data_Analyst-Berlatih_Membersihkan_Mempersiapkan_Data\"><\/span>Tahapan Belajar Data Analyst-Berlatih Membersihkan &amp; Mempersiapkan Data<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"701\" data-id=\"1379\" src=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599-1024x701.png\" alt=\"Tahapan Belajar Data Analyst\" class=\"wp-image-1379\" srcset=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599-1024x701.png 1024w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599-300x205.png 300w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599-200x137.png 200w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599-768x525.png 768w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599-432x296.png 432w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64599.png 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Data mentah sering kali tidak langsung bisa digunakan. Proses pembersihan dan transformasi sangat penting untuk menghasilkan analisis yang akurat.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Tahapan_Belajar_Data_Analyst-Mengelola_Data_Hilang_dan_OutlierTahapan_Belajar_Data_Analyst1_Mengelola_Data_Hilang_dan_Outlier\"><\/span>1.\u00a0Tahapan Belajar Data Analyst-Mengelola Data Hilang dan OutlierTahapan Belajar Data Analyst1.\u00a0Mengelola Data Hilang dan Outlier<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Cari tahu bagaimana cara mendeteksi dan menangani nilai-nilai yang hilang atau mencurigakan dalam dataset. Ini akan meningkatkan keandalan hasil analisismu.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Penyesuaian_Skala_Data\"><\/span>2.&nbsp;Penyesuaian Skala Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Dalam beberapa kasus, data perlu disesuaikan agar lebih mudah dianalisis, terutama ketika menggunakan metode statistik atau machine learning.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Analisis_Data_Visualisasi\"><\/span>Analisis Data &amp; Visualisasi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-4 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" data-id=\"1380\" src=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600-1024x701.png\" alt=\"\" class=\"wp-image-1380\" srcset=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600-1024x701.png 1024w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600-300x205.png 300w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600-200x137.png 200w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600-768x525.png 768w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600-432x296.png 432w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64600.png 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Setelah data siap, saatnya mengubah angka-angka menjadi informasi yang bermakna melalui analisis dan visualisasi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Analisis_Sederhana_dan_Interpretasi\"><\/span>1.&nbsp;Analisis Sederhana dan Interpretasi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Mulai dengan menjelajahi data melalui visualisasi seperti grafik batang, diagram lingkaran, dan scatter plot untuk memahami pola dan tren.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Membuat_Dashboard_Interaktif\"><\/span>2.&nbsp;Membuat Dashboard Interaktif<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Gunakan platform seperti Tableau atau Power BI untuk merangkum insight dalam bentuk dashboard yang mudah dimengerti oleh tim atau klien.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Pelajari_Dasar-dasar_Machine_Learning_Opsional\"><\/span>Pelajari Dasar-dasar Machine Learning (Opsional)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-5 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" data-id=\"1381\" src=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601-1024x701.png\" alt=\"Tahapan Belajar Data Analyst\" class=\"wp-image-1381\" srcset=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601-1024x701.png 1024w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601-300x205.png 300w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601-200x137.png 200w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601-768x525.png 768w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601-432x296.png 432w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64601.png 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Bagi kamu yang ingin melangkah lebih jauh, memahami machine learning bisa menjadi nilai tambah besar dalam karier.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Pengenalan_Algoritma_Prediktif\"><\/span>1.&nbsp;Pengenalan Algoritma Prediktif<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Coba eksplorasi model dasar seperti regresi linear atau klasifikasi untuk memprediksi nilai atau kategori berdasarkan data yang tersedia.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Cara_Mengukur_Performa_Model\"><\/span>2.&nbsp;Cara Mengukur Performa Model<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Penting untuk bisa menilai apakah model yang kamu buat bekerja dengan baik. Gunakan metrik seperti MAE, MSE, atau confusion matrix sesuai jenis modelnya.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Bangun_Portfolio_Proyek_Nyata\"><\/span>Bangun Portfolio &amp; Proyek Nyata<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-6 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" data-id=\"1382\" src=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602-1024x701.png\" alt=\"\" class=\"wp-image-1382\" srcset=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602-1024x701.png 1024w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602-300x205.png 300w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602-200x137.png 200w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602-768x525.png 768w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602-432x296.png 432w, https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/freepik__the-style-is-candid-image-photography-with-natural__64602.png 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Untuk memperkuat posisi kamu di pasar kerja, memiliki portfolio nyata adalah langkah penting.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Mulai_dari_Proyek_Sederhana\"><\/span>1.&nbsp;Mulai dari Proyek Sederhana<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Kumpulkan dataset dari sumber terbuka seperti Kaggle dan kerjakan analisis yang bisa kamu presentasikan sebagai bukti kemampuan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Publikasikan_Karyamu\"><\/span>2.&nbsp;Publikasikan Karyamu<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Tampilkan hasil analisis di <a href=\"https:\/\/github.com\/\">GitHub<\/a> atau blog pribadi. Ini bukan hanya tempat menyimpan hasil, tapi juga menunjukkan bagaimana kamu berpikir dan menyelesaikan masalah.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kesimpulan\"><\/span>Kesimpulan<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal. <\/p>\n\n\n\n<p>Terus eksplorasi, praktikkan, dan jangan ragu berbagi hasil belajarmu kepada dunia!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\">FAQ<\/p>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1755228184936\"><strong class=\"schema-faq-question\"><strong>Apa saja tahapan belajar Data Analyst untuk pemula?<\/strong><\/strong> <p class=\"schema-faq-answer\">Tahapan belajar Data Analyst biasanya dimulai dari memahami dasar-dasar analisis data, mempelajari alat seperti Excel atau Google Sheets, kemudian berlanjut ke bahasa pemrograman seperti SQL dan Python.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755228206881\"><strong class=\"schema-faq-question\">Berapa lama waktu yang dibutuhkan untuk menguasai tahapan belajar Data Analyst?<\/strong> <p class=\"schema-faq-answer\">Waktu yang dibutuhkan bervariasi, tergantung intensitas belajar. Umumnya, pemula bisa menguasai dasar-dasarnya dalam 3\u20136 bulan dengan belajar rutin.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755228231561\"><strong class=\"schema-faq-question\">Apakah harus bisa coding untuk mengikuti tahapan belajar Data Analyst?<\/strong> <p class=\"schema-faq-answer\">Tidak semua tahapan belajar Data Analyst mengharuskan kemampuan coding di awal. Namun, seiring perkembangan, memahami bahasa seperti SQL dan Python akan sangat membantu dalam mengolah dan menganalisis data lebih mendalam.<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tahapan Belajar Data Analyst, Bayangkan kamu ingin menjadi seorang data analyst\u00a0profesi yang sedang naik daun dan dibutuhkan di berbagai industri, mulai dari startup hingga perusahaan multinasional. Tapi tanpa panduan yang jelas mengenai tahapan belajar data analyst, perjalananmu bisa terasa membingungkan. Artikel ini dirancang untuk memandumu secara bertahap, menggunakan bahasa yang ramah dan mudah dipahami. Di&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1376,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"none","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[121],"tags":[246,159,208],"class_list":["post-1373","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analyst","tag-analyst","tag-data","tag-sertifikasi","article","has-excerpt","has-avatar","has-author","has-date","has-comment-count","has-category-meta","has-read-more","has-title","has-post-media","thumbnail-"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Tahapan Belajar Data Analyst<\/title>\n<meta name=\"description\" content=\"Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tahapan Belajar Data Analyst\" \/>\n<meta property=\"og:description\" content=\"Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\" \/>\n<meta property=\"og:site_name\" content=\"digisiana\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-15T03:28:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-15T03:28:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/digisiana.com\/blog\/#\/schema\/person\/feca16db5f6cdea339e531ed947011d4\"},\"headline\":\"Tahapan Belajar Data Analyst\",\"datePublished\":\"2025-08-15T03:28:29+00:00\",\"dateModified\":\"2025-08-15T03:28:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\"},\"wordCount\":708,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/digisiana.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png\",\"keywords\":[\"Analyst\",\"Data\",\"sertifikasi\"],\"articleSection\":[\"Data Analyst\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#respond\"]}]},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\",\"url\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\",\"name\":\"Tahapan Belajar Data Analyst\",\"isPartOf\":{\"@id\":\"https:\/\/digisiana.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png\",\"datePublished\":\"2025-08-15T03:28:29+00:00\",\"dateModified\":\"2025-08-15T03:28:30+00:00\",\"description\":\"Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal.\",\"breadcrumb\":{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228184936\"},{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228206881\"},{\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228231561\"}],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage\",\"url\":\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png\",\"contentUrl\":\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png\",\"width\":600,\"height\":400,\"caption\":\"Tahapan Belajar Data Analyst\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/digisiana.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Tahapan Belajar Data Analyst\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/digisiana.com\/blog\/#website\",\"url\":\"https:\/\/digisiana.com\/blog\/\",\"name\":\"digisiana\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/digisiana.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/digisiana.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/digisiana.com\/blog\/#organization\",\"name\":\"digisiana\",\"url\":\"https:\/\/digisiana.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/digisiana.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Logo_Kompetitor_Ditekindo-17-removebg-preview.png\",\"contentUrl\":\"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Logo_Kompetitor_Ditekindo-17-removebg-preview.png\",\"width\":820,\"height\":304,\"caption\":\"digisiana\"},\"image\":{\"@id\":\"https:\/\/digisiana.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/digisiana.com\/blog\/#\/schema\/person\/feca16db5f6cdea339e531ed947011d4\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/digisiana.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/52efc5d4a4e4491740ecd3081978c18cffc55ba5877da30e595a7bc67cc111bf?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/52efc5d4a4e4491740ecd3081978c18cffc55ba5877da30e595a7bc67cc111bf?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\/\/digisiana.com\"],\"url\":\"https:\/\/digisiana.com\/blog\/author\/admin\/\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228184936\",\"position\":1,\"url\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228184936\",\"name\":\"Apa saja tahapan belajar Data Analyst untuk pemula?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Tahapan belajar Data Analyst biasanya dimulai dari memahami dasar-dasar analisis data, mempelajari alat seperti Excel atau Google Sheets, kemudian berlanjut ke bahasa pemrograman seperti SQL dan Python.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228206881\",\"position\":2,\"url\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228206881\",\"name\":\"Berapa lama waktu yang dibutuhkan untuk menguasai tahapan belajar Data Analyst?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Waktu yang dibutuhkan bervariasi, tergantung intensitas belajar. Umumnya, pemula bisa menguasai dasar-dasarnya dalam 3\u20136 bulan dengan belajar rutin.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228231561\",\"position\":3,\"url\":\"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228231561\",\"name\":\"Apakah harus bisa coding untuk mengikuti tahapan belajar Data Analyst?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Tidak semua tahapan belajar Data Analyst mengharuskan kemampuan coding di awal. Namun, seiring perkembangan, memahami bahasa seperti SQL dan Python akan sangat membantu dalam mengolah dan menganalisis data lebih mendalam.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Tahapan Belajar Data Analyst","description":"Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal.","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:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/","og_locale":"en_US","og_type":"article","og_title":"Tahapan Belajar Data Analyst","og_description":"Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal.","og_url":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/","og_site_name":"digisiana","article_published_time":"2025-08-15T03:28:29+00:00","article_modified_time":"2025-08-15T03:28:30+00:00","og_image":[{"width":600,"height":400,"url":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png","type":"image\/png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#article","isPartOf":{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/"},"author":{"name":"admin","@id":"https:\/\/digisiana.com\/blog\/#\/schema\/person\/feca16db5f6cdea339e531ed947011d4"},"headline":"Tahapan Belajar Data Analyst","datePublished":"2025-08-15T03:28:29+00:00","dateModified":"2025-08-15T03:28:30+00:00","mainEntityOfPage":{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/"},"wordCount":708,"commentCount":0,"publisher":{"@id":"https:\/\/digisiana.com\/blog\/#organization"},"image":{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage"},"thumbnailUrl":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png","keywords":["Analyst","Data","sertifikasi"],"articleSection":["Data Analyst"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#respond"]}]},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/","url":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/","name":"Tahapan Belajar Data Analyst","isPartOf":{"@id":"https:\/\/digisiana.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage"},"image":{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage"},"thumbnailUrl":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png","datePublished":"2025-08-15T03:28:29+00:00","dateModified":"2025-08-15T03:28:30+00:00","description":"Dengan mengikuti tahapan di atas yaitu tahapan belajar data analyst, kamu akan memiliki fondasi kuat untuk menjadi seorang data analyst yang andal.","breadcrumb":{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228184936"},{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228206881"},{"@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228231561"}],"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#primaryimage","url":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png","contentUrl":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/08\/Digisiana-12.png","width":600,"height":400,"caption":"Tahapan Belajar Data Analyst"},{"@type":"BreadcrumbList","@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/digisiana.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Tahapan Belajar Data Analyst"}]},{"@type":"WebSite","@id":"https:\/\/digisiana.com\/blog\/#website","url":"https:\/\/digisiana.com\/blog\/","name":"digisiana","description":"","publisher":{"@id":"https:\/\/digisiana.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/digisiana.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/digisiana.com\/blog\/#organization","name":"digisiana","url":"https:\/\/digisiana.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/digisiana.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Logo_Kompetitor_Ditekindo-17-removebg-preview.png","contentUrl":"https:\/\/digisiana.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Logo_Kompetitor_Ditekindo-17-removebg-preview.png","width":820,"height":304,"caption":"digisiana"},"image":{"@id":"https:\/\/digisiana.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/digisiana.com\/blog\/#\/schema\/person\/feca16db5f6cdea339e531ed947011d4","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/digisiana.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/52efc5d4a4e4491740ecd3081978c18cffc55ba5877da30e595a7bc67cc111bf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/52efc5d4a4e4491740ecd3081978c18cffc55ba5877da30e595a7bc67cc111bf?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/digisiana.com"],"url":"https:\/\/digisiana.com\/blog\/author\/admin\/"},{"@type":"Question","@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228184936","position":1,"url":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228184936","name":"Apa saja tahapan belajar Data Analyst untuk pemula?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Tahapan belajar Data Analyst biasanya dimulai dari memahami dasar-dasar analisis data, mempelajari alat seperti Excel atau Google Sheets, kemudian berlanjut ke bahasa pemrograman seperti SQL dan Python.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228206881","position":2,"url":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228206881","name":"Berapa lama waktu yang dibutuhkan untuk menguasai tahapan belajar Data Analyst?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Waktu yang dibutuhkan bervariasi, tergantung intensitas belajar. Umumnya, pemula bisa menguasai dasar-dasarnya dalam 3\u20136 bulan dengan belajar rutin.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228231561","position":3,"url":"https:\/\/digisiana.com\/blog\/tahapan-belajar-data-analyst\/#faq-question-1755228231561","name":"Apakah harus bisa coding untuk mengikuti tahapan belajar Data Analyst?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Tidak semua tahapan belajar Data Analyst mengharuskan kemampuan coding di awal. Namun, seiring perkembangan, memahami bahasa seperti SQL dan Python akan sangat membantu dalam mengolah dan menganalisis data lebih mendalam.","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/posts\/1373","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/comments?post=1373"}],"version-history":[{"count":1,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/posts\/1373\/revisions"}],"predecessor-version":[{"id":1383,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/posts\/1373\/revisions\/1383"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/media\/1376"}],"wp:attachment":[{"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/media?parent=1373"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/categories?post=1373"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/digisiana.com\/blog\/wp-json\/wp\/v2\/tags?post=1373"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}