{"id":952,"date":"2025-08-15T02:13:19","date_gmt":"2025-08-15T02:13:19","guid":{"rendered":"https:\/\/skemadigital.id\/blog\/?p=952"},"modified":"2025-08-15T02:13:19","modified_gmt":"2025-08-15T02:13:19","slug":"roadmap-belajar-data-analyst","status":"publish","type":"post","link":"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/","title":{"rendered":"Roadmap Belajar Data Analyst"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Pernahkah kamu mendengar istilah &#8220;Data Analyst&#8221; dan penasaran seperti apa sebenarnya pekerjaan mereka? Apakah profesi ini hanya cocok untuk orang dengan latar belakang matematika atau teknik? Nyatanya, siapa pun bisa mempelajari bidang ini asalkan punya rasa ingin tahu yang tinggi dan senang bekerja dengan data. Memulai dengan roadmap belajar Data Analyst akan membantumu memahami langkah demi langkah keterampilan yang perlu dikuasai, sehingga proses belajar menjadi lebih terarah dan efektif.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Di zaman serba digital, hampir semua sektor bisnis bergantung pada data. Oleh karena itu, peran Data Analyst menjadi sangat penting karena mereka membantu perusahaan memahami data dan mengubahnya menjadi informasi yang berguna untuk pengambilan keputusan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nah, kalau kamu tertarik terjun ke dunia ini, kamu butuh panduan atau roadmap belajar yang bisa membimbingmu dari tahap awal sampai mahir. Yuk, kita bahas langkah-langkah yang perlu kamu lalui!<\/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:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#Apa_Itu_Data_Analyst\" >Apa Itu Data Analyst?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#Roadmap_Belajar_Data_Analyst\" >Roadmap Belajar Data Analyst<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#1_Pengenalan_Data_dan_Statistik_Dasar\" >1. Pengenalan Data dan Statistik Dasar<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#2_Menggunakan_Excel_atau_Google_Sheets\" >2. Menggunakan Excel atau Google Sheets<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#3_Belajar_SQL_Structured_Query_Language\" >3. Belajar SQL (Structured Query Language)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#4_Menguasai_Bahasa_Pemrograman_Python_atau_R\" >4. Menguasai Bahasa Pemrograman: Python atau R<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#5_Mempelajari_Alat_Visualisasi_Data\" >5. Mempelajari Alat Visualisasi Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#6_Membangun_Portfolio_Proyek\" >6. Membangun Portfolio Proyek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#7_Belajar_Komunikasi_Data_dan_Pemahaman_Bisnis\" >7. Belajar Komunikasi Data dan Pemahaman Bisnis<\/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:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/#Penutup\" >Penutup<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Apa_Itu_Data_Analyst\"><\/span>Apa Itu Data Analyst?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"410\" src=\"https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/07\/image-thinking-asian-woman-looking-aside-pondering-making-decision-standing-yellow-tshirt-1024x410.jpg\" alt=\"Roadmap Belajar Data Analyst\" class=\"wp-image-680\" srcset=\"https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/07\/image-thinking-asian-woman-looking-aside-pondering-making-decision-standing-yellow-tshirt-1024x410.jpg 1024w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/07\/image-thinking-asian-woman-looking-aside-pondering-making-decision-standing-yellow-tshirt-300x120.jpg 300w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/07\/image-thinking-asian-woman-looking-aside-pondering-making-decision-standing-yellow-tshirt-768x308.jpg 768w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/07\/image-thinking-asian-woman-looking-aside-pondering-making-decision-standing-yellow-tshirt-1536x615.jpg 1536w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/07\/image-thinking-asian-woman-looking-aside-pondering-making-decision-standing-yellow-tshirt-2048x820.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Sebelum memulai perjalanan belajar, penting untuk memahami dulu apa sebenarnya peran seorang Data Analyst. Mereka bertanggung jawab mengumpulkan, merapikan, menganalisis, dan menyajikan data dalam bentuk yang mudah dimengerti agar bisa dijadikan dasar dalam pengambilan keputusan oleh perusahaan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Beberapa tugas utama Data Analyst antara lain:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mengakses dan mengambil data dari berbagai sumber<\/li>\n\n\n\n<li>Membersihkan data agar siap dianalisis<\/li>\n\n\n\n<li>Menggunakan alat bantu seperti Excel, SQL, atau bahasa pemrograman untuk mengolah data<\/li>\n\n\n\n<li>Membuat grafik atau laporan visual<\/li>\n\n\n\n<li>Memberi masukan atau rekomendasi berdasarkan temuan dari data<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Profesi ini menggabungkan kemampuan teknis dengan pemahaman konteks bisnis, sehingga kamu tidak hanya dituntut bisa menghitung, tapi juga harus bisa membaca situasi dan menjelaskan temuanmu dengan baik.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sertifikasi Data Analyst membantu Anda membuktikan keahlian dalam mengolah, menganalisis, dan memvisualisasikan data secara profesional. Dengan sertifikasi ini, Anda memiliki nilai tambah di mata perusahaan, karena mampu mengambil keputusan berbasis data dengan tepat. Melalui program pelatihan yang terstruktur, Anda akan mempelajari teknik analisis data, penggunaan tools populer seperti Excel, SQL, dan Python, hingga pembuatan dashboard interaktif. Dapatkan <strong><a href=\"https:\/\/skemadigital.id\/blog\/sertifikasi-data-analyst\/\">Sertifikasi Data Analyst<\/a><\/strong> untuk mempercepat perkembangan karier Anda di bidang data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Roadmap_Belajar_Data_Analyst\"><\/span>Roadmap Belajar Data Analyst<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/08\/nothing-could-be-done-embarrassed-awkward-young-asian-woman-shrugging-confused-unsure-smirk-shake-head-negative-reply-raising-hands-sideways-standing-questioned-cant-help-1024x683.jpg\" alt=\"Roadmap Belajar Data Analyst\" class=\"wp-image-915\" srcset=\"https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/08\/nothing-could-be-done-embarrassed-awkward-young-asian-woman-shrugging-confused-unsure-smirk-shake-head-negative-reply-raising-hands-sideways-standing-questioned-cant-help-1024x683.jpg 1024w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/08\/nothing-could-be-done-embarrassed-awkward-young-asian-woman-shrugging-confused-unsure-smirk-shake-head-negative-reply-raising-hands-sideways-standing-questioned-cant-help-300x200.jpg 300w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/08\/nothing-could-be-done-embarrassed-awkward-young-asian-woman-shrugging-confused-unsure-smirk-shake-head-negative-reply-raising-hands-sideways-standing-questioned-cant-help-768x512.jpg 768w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/08\/nothing-could-be-done-embarrassed-awkward-young-asian-woman-shrugging-confused-unsure-smirk-shake-head-negative-reply-raising-hands-sideways-standing-questioned-cant-help-1536x1024.jpg 1536w, https:\/\/skemadigital.id\/blog\/wp-content\/uploads\/2025\/08\/nothing-could-be-done-embarrassed-awkward-young-asian-woman-shrugging-confused-unsure-smirk-shake-head-negative-reply-raising-hands-sideways-standing-questioned-cant-help-2048x1366.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Dalam roadmap ini, kamu akan menempuh beberapa tahap pembelajaran, dimulai dari dasar hingga tahap lanjutan. Setiap tahap akan membantumu membangun keterampilan secara bertahap dan menyeluruh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Pengenalan_Data_dan_Statistik_Dasar\"><\/span>1. Pengenalan Data dan Statistik Dasar<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Langkah pertama adalah memahami konsep-konsep dasar seperti:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Apa itu data, dan jenis-jenisnya<\/li>\n\n\n\n<li>Perbedaan antara data kualitatif dan kuantitatif<\/li>\n\n\n\n<li>Konsep statistik sederhana seperti rata-rata, median, modus, standar deviasi, dan korelasi<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Pemahaman ini penting sebagai fondasi sebelum kamu masuk ke teknik yang lebih teknis.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Menggunakan_Excel_atau_Google_Sheets\"><\/span>2. Menggunakan Excel atau Google Sheets<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sebelum masuk ke bahasa pemrograman, ada baiknya kamu mulai dari alat yang sudah familiar. Excel atau Google Sheets bisa membantumu mengolah data dengan cepat. Pelajari hal-hal berikut:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Rumus dasar seperti SUM, AVERAGE, IF<\/li>\n\n\n\n<li>Fungsi pencarian seperti VLOOKUP dan INDEX MATCH<\/li>\n\n\n\n<li>Pivot Table untuk merangkum data<\/li>\n\n\n\n<li>Membuat grafik untuk visualisasi<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Belajar_SQL_Structured_Query_Language\"><\/span>3. Belajar SQL (Structured Query Language)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SQL digunakan untuk mengambil dan memanipulasi data dari database. Ini adalah salah satu kemampuan penting yang wajib kamu kuasai. Beberapa hal yang perlu dipahami:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dasar-dasar SELECT, WHERE, dan JOIN<\/li>\n\n\n\n<li>Penggunaan GROUP BY dan ORDER BY<\/li>\n\n\n\n<li>Fungsi agregasi seperti COUNT, AVG, MAX<\/li>\n\n\n\n<li>Membuat query yang efisien dan aman<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Menguasai_Bahasa_Pemrograman_Python_atau_R\"><\/span>4. Menguasai Bahasa Pemrograman: Python atau R<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Untuk analisis yang lebih kompleks, kamu bisa menggunakan Python atau R. Python sangat direkomendasikan karena banyak digunakan di industri. Fokuskan pada:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pandas untuk manipulasi data<\/li>\n\n\n\n<li>NumPy untuk perhitungan numerik<\/li>\n\n\n\n<li>Matplotlib dan Seaborn untuk visualisasi<\/li>\n\n\n\n<li>Penggunaan Jupyter Notebook untuk dokumentasi analisis<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Mempelajari_Alat_Visualisasi_Data\"><\/span>5. Mempelajari Alat Visualisasi Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Visualisasi data yang menarik bisa memudahkan orang lain memahami temuanmu. Beberapa alat yang populer antara lain:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tableau<\/li>\n\n\n\n<li>Power BI<\/li>\n\n\n\n<li>Google Data Studio<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Kamu bisa mulai dari versi gratis atau yang tersedia secara online.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Membangun_Portfolio_Proyek\"><\/span>6. Membangun Portfolio Proyek<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Untuk membuktikan keahlianmu, buatlah proyek data yang bisa kamu tampilkan di GitHub atau blog pribadi. Misalnya:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analisis data penjualan dari toko online<\/li>\n\n\n\n<li>Visualisasi data penggunaan media sosial<\/li>\n\n\n\n<li>Studi kasus perilaku konsumen<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Proyek ini bisa jadi nilai tambah saat melamar pekerjaan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_Belajar_Komunikasi_Data_dan_Pemahaman_Bisnis\"><\/span>7. Belajar Komunikasi Data dan Pemahaman Bisnis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Keterampilan komunikasi juga penting. Data Analyst harus mampu menyampaikan hasil analisis kepada orang-orang non-teknis, seperti manajer atau pemilik bisnis. Oleh karena itu:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Latih kemampuan presentasi dan storytelling<\/li>\n\n\n\n<li>Pelajari istilah dan proses dalam dunia bisnis<\/li>\n\n\n\n<li>Fokus pada bagaimana data bisa menjawab pertanyaan atau masalah tertentu<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Penutup\"><\/span>Penutup<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Belajar menjadi Data Analyst memang butuh waktu dan usaha, tapi bukan hal yang mustahil. Dengan mengikuti roadmap ini secara bertahap, kamu akan membentuk keterampilan yang kuat\u2014baik secara teknis maupun analitis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yang penting, mulailah dari sekarang. Ambil satu langkah kecil, terus ulangi, dan jangan takut untuk mencoba hal baru. Dunia data menunggu kehadiran analis-analis cerdas seperti kamu!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pernahkah kamu mendengar istilah &#8220;Data Analyst&#8221; dan penasaran seperti apa sebenarnya pekerjaan mereka? Apakah profesi ini hanya cocok untuk orang dengan latar belakang matematika atau teknik? Nyatanya, siapa pun bisa mempelajari bidang ini asalkan punya rasa ingin tahu yang tinggi dan senang bekerja dengan data. Memulai dengan roadmap belajar Data Analyst akan membantumu memahami langkah [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":955,"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":[54],"tags":[212],"class_list":["post-952","post","type-post","status-publish","format-standard","has-post-thumbnail","category-data-analyst","tag-roadmap-belajar-data-analyst"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Roadmap Belajar Data Analyst - skemadigital<\/title>\n<meta name=\"description\" content=\"Ikuti roadmap belajar Data Analyst, kuasai skill olah data, dan raih karier impian di dunia data!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skemadigital.id\/blog\/roadmap-belajar-data-analyst\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Roadmap Belajar Data Analyst - 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