{"id":3031,"date":"2025-08-25T03:02:54","date_gmt":"2025-08-25T03:02:54","guid":{"rendered":"https:\/\/sertifikasiprofesi.id\/blog\/?p=3031"},"modified":"2025-08-25T03:02:54","modified_gmt":"2025-08-25T03:02:54","slug":"cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan","status":"publish","type":"post","link":"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/","title":{"rendered":"Cara Belajar Dasar Data Analyst dan Skill yang Dibutuhkan"},"content":{"rendered":"\n<p>Perkembangan teknologi digital membuat data menjadi salah satu aset paling berharga bagi perusahaan. Setiap transaksi, interaksi pengguna, hingga aktivitas online menghasilkan data yang dapat diolah untuk mendukung pengambilan keputusan. <\/p>\n\n\n\n<p>Di sinilah peran data analyst dibutuhkan. Bagi pemula yang ingin meniti karier di bidang ini, memahami dasar data analyst menjadi langkah penting sebelum masuk ke dunia profesional.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_75 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:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#Pengertian_Dasar_Data_Analyst\" >Pengertian Dasar 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:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#Manfaat_Memahami_Dasar_Data_Analyst\" >Manfaat Memahami Dasar Data Analyst<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#1_Membuka_Peluang_Karier_Luas\" >1. Membuka Peluang Karier Luas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#2_Mendukung_Keputusan_Bisnis\" >2. Mendukung Keputusan Bisnis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#3_Efisiensi_dan_Optimalisasi\" >3. Efisiensi dan Optimalisasi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#4_Persiapan_ke_Level_Lanjutan\" >4. Persiapan ke Level Lanjutan<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#5_Relevansi_di_Era_Digital\" >5. Relevansi di Era Digital<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#Cara_Belajar_Dasar_Data_Analyst\" >Cara Belajar Dasar Data Analyst<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#1_Kuasai_Statistik_dan_Logika_Data\" >1. Kuasai Statistik dan Logika Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#2_Belajar_Menggunakan_Excel\" >2. Belajar Menggunakan Excel<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#3_Pelajari_SQL_untuk_Database\" >3. Pelajari SQL untuk Database<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#4_Gunakan_Python_atau_R\" >4. Gunakan Python atau R<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#5_Latihan_Visualisasi_Data\" >5. Latihan Visualisasi Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#6_Ikut_Kursus_atau_Bootcamp\" >6. Ikut Kursus atau Bootcamp<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/sertifikasiprofesi.id\/blog\/cara-belajar-dasar-data-analyst-dan-skill-yang-dibutuhkan\/#Penutup\" >Penutup<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Pengertian_Dasar_Data_Analyst\"><\/span>Pengertian Dasar Data Analyst<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Data analyst adalah profesional yang bertugas mengumpulkan, membersihkan, mengolah, dan menganalisis data untuk menghasilkan insight yang bermanfaat. Insight ini digunakan perusahaan dalam menentukan strategi bisnis, meningkatkan efisiensi, dan memahami perilaku pelanggan.<\/p>\n\n\n\n<p>Dasar-dasar yang wajib dikuasai seorang data analyst antara lain:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Statistik dasar<\/strong>: memahami mean, median, varians, korelasi, dan regresi.<\/li>\n\n\n\n<li><strong>Tools analisis<\/strong>: Excel, SQL, Python, atau R.<\/li>\n\n\n\n<li><strong>Visualisasi data<\/strong>: menyajikan data melalui grafik, tabel, atau dashboard dengan tools seperti Tableau atau Power BI.<\/li>\n\n\n\n<li><strong>Pemahaman bisnis<\/strong>: analisis data harus selaras dengan tujuan perusahaan.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Manfaat_Memahami_Dasar_Data_Analyst\"><\/span>Manfaat Memahami Dasar Data Analyst<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Simak beberapa manfaat penting dalam Memahami Dasar Data Analyst, pahami berikut:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Membuka_Peluang_Karier_Luas\"><\/span>1. Membuka Peluang Karier Luas<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Skill dasar analisis data sangat dicari di berbagai sektor, mulai dari e-commerce, keuangan, hingga kesehatan.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Mendukung_Keputusan_Bisnis\"><\/span>2. Mendukung Keputusan Bisnis<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Analisis data membantu perusahaan mengurangi risiko dengan keputusan yang berbasis fakta, bukan asumsi.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Efisiensi_dan_Optimalisasi\"><\/span>3. Efisiensi dan Optimalisasi<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Dengan data, perusahaan dapat menemukan pola yang membantu menghemat biaya dan meningkatkan produktivitas.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Persiapan_ke_Level_Lanjutan\"><\/span>4. Persiapan ke Level Lanjutan<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Dasar data analyst bisa menjadi batu loncatan untuk berkarier sebagai <strong>data scientist, business intelligence analyst, atau data engineer<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Relevansi_di_Era_Digital\"><\/span>5. Relevansi di Era Digital<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Keahlian ini dapat digunakan dalam berbagai aspek, mulai dari marketing, operasional, hingga pengembangan produk.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-align-center\"><em><strong>Baca Juga: <a href=\"https:\/\/sertifikasiprofesi.id\/blog\/sertifikasi-data-analyst\/\">Sertifikasi Data Analyst<\/a><\/strong><\/em><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cara_Belajar_Dasar_Data_Analyst\"><\/span>Cara Belajar Dasar Data Analyst<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Pahami Cara Belajar Data Analyst dari dasar dengan Mudah, simak :   <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Kuasai_Statistik_dan_Logika_Data\"><\/span>1. Kuasai Statistik dan Logika Data<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Statistik adalah fondasi utama untuk membaca pola dan tren dari data.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Belajar_Menggunakan_Excel\"><\/span>2. Belajar Menggunakan Excel<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Excel adalah tools paling sederhana sekaligus powerful untuk analisis data awal.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Pelajari_SQL_untuk_Database\"><\/span>3. Pelajari SQL untuk Database<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>SQL membantu mengambil dan memanipulasi data langsung dari database perusahaan.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Gunakan_Python_atau_R\"><\/span>4. Gunakan Python atau R<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Bahasa ini populer untuk analisis data tingkat lanjut, terutama Python dengan library seperti Pandas, NumPy, dan Matplotlib.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Latihan_Visualisasi_Data\"><\/span>5. Latihan Visualisasi Data<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Gunakan Tableau, Power BI, atau Google Data Studio untuk membuat dashboard interaktif.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Ikut_Kursus_atau_Bootcamp\"><\/span>6. Ikut Kursus atau Bootcamp<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>Belajar dari kursus online atau bootcamp akan mempercepat pemahaman dan memberi pengalaman praktis.<\/p>\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>Memahami dasar data analyst adalah fondasi untuk menapaki karier di bidang analisis data. Dengan penguasaan statistik, tools analisis, dan kemampuan komunikasi, seorang pemula dapat membangun portofolio yang kuat untuk masuk ke dunia kerja. <\/p>\n\n\n\n<p>Profesi ini tidak hanya menjanjikan secara finansial, tetapi juga memberi kesempatan berkontribusi dalam pengambilan keputusan strategis di berbagai industri.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Perkembangan teknologi digital membuat data menjadi salah satu aset paling berharga bagi perusahaan. Setiap transaksi, interaksi pengguna, hingga aktivitas online menghasilkan data yang dapat diolah untuk mendukung pengambilan keputusan. Di sinilah peran data analyst dibutuhkan. Bagi pemula yang ingin meniti karier di bidang ini, memahami dasar data analyst menjadi langkah penting sebelum masuk ke dunia [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3034,"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":"","inline_featured_image":false,"footnotes":""},"categories":[73],"tags":[340,358,326],"class_list":["post-3031","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analyst","tag-belajar-data-analyst-pemula","tag-dasar-data-analyst","tag-skill-data-analyst"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Cara Belajar Dasar Data Analyst dan Skill yang Dibutuhkan - sertifikasiprofesi<\/title>\n<meta name=\"description\" content=\"Ingin jadi data analyst? 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