{"id":15788,"date":"2025-11-05T23:47:12","date_gmt":"2025-11-05T15:47:12","guid":{"rendered":"https:\/\/immimpangkep.ponpes.id\/blogguru\/?post_type=prestasi&p=15788"},"modified":"2025-11-06T16:22:12","modified_gmt":"2025-11-06T08:22:12","slug":"membangun-aplikasi-gen-ai-dengan-microsoft-azure","status":"publish","type":"prestasi","link":"https:\/\/immimpangkep.ponpes.id\/blogguru\/prestasi\/membangun-aplikasi-gen-ai-dengan-microsoft-azure\/","title":{"rendered":"Membangun Aplikasi Gen AI dengan Microsoft Azure"},"content":{"rendered":"

Oleh: Muhammad Farid Wajdi<\/strong><\/em> *)<\/p>\n

BLOGGURU<\/strong> – Alhamdulillah, satu kesyukuran dan kebahagiaan tersendiri, malam ini, Rabu malam (5\/11\/2025), akhirnya penulis bisa juga menyelesaikan satu kursus penting pada situs Dicoding (disusun oleh Dicoding Indonesia), yaitu terkait\u00a0Membangun Aplikasi Gen AI dengan Microsoft Azure (Level: Menengah)<\/p>\n

Berikut ini informasi selengkapnya:<\/p>\n

\n
Lihat detail kelas\u00a0<\/i><\/small><\/a><\/div>\n<\/div>\n
\n

\"dos-18c9483078539743c5cf8ce44021a61b20251016170339.png\"<\/p>\n

Kelas ini dirancang bagi siapa pun yang ingin memulai karier baru di bidang keamanan siber. Di akhir kelas, siswa mampu menganalisis potensi ancaman siber pada studi kasus sederhana dan merancang strategi untuk memulai karier di bidang keamanan siber.<\/p>\n

Materi yang dipelajari:<\/p>\n

– Merancang dan Mempersiapkan Pengembangan AI Solution di Azure: <\/strong>Mendeskripsikan tiga (3) pertimbangan utama dalam perencanaan proyek AI, termasuk fitur Azure AI Foundry dan prinsip Responsible AI. (1 jam 2 menit)<\/p>\n

– Memilih dan Deploy Language Model di Azure AI Foundry: <\/strong>Mengimplementasikan alur kerja pemilihan model, deployment ke endpoint, dan pengujian kinerja model Large Language Model (LLM) untuk kasus question answering menggunakan Azure AI Foundry Model Catalog, dan mendemonstrasikan hasil deployment yang berfungsi. (54 menit).<\/p>\n

– Mengembangkan Aplikasi AI dengan Azure AI Foundry SDK: <\/strong>Mengembangkan dan menguji coba aplikasi chat AI dasar dengan menggunakan Azure AI Foundry SDK untuk mengatur koneksi dan mengakses sumber daya proyek, dan mendemonstrasikan hasil script. (45 menit).<\/p>\n

– Menggunakan Prompt Flow untuk Pengembangan Aplikasi AI di Azure AI Foundry: <\/strong>Mengaplikasikan Prompt Flow di Azure AI Foundry untuk membuat alur (flow) LLM dasar guna memecahkan kasus penggunaan yang diberikan. (46 menit).<\/p>\n

– Mengembangkan Aplikasi RAG dengan Azure AI Foundry: <\/strong>Mengimplementasikan solusi Retrieval Augmented Generation (RAG) dengan data kustom (termasuk indexing menggunakan Azure AI Search) untuk membangun agen chat yang grounded di portal Azure AI Foundry. (49 menit).<\/p>\n

– Fine-tuning Model dengan Azure AI Foundry:<\/strong> Mengaplikasikan langkah-langkah persiapan data yang diperlukan untuk Fine-tuning model bahasa open-source untuk tugas chat-completion di Azure AI Foundry, dan menyusun dataset yang teruji dan siap Fine-tuning. (51 menit).<\/p>\n

– Implementasi Solusi Responsible Generative AI di Azure AI Foundry: <\/strong>Mengimplementasikan langkah-langkah mitigasi risiko dan Mengecek potensi bahaya dalam solusi Generative AI menggunakan Azure AI Foundry. (58 menit).<\/p>\n

– Mengevaluasi Performa Aplikasi Generative AI pada Azure AI Foundry: <\/strong>Mengevaluasi kinerja aplikasi Generative AI dengan mengkonfigurasi dan menggunakan metrik berbasis AI dan alur evaluasi di portal Azure AI Foundry. (39 menit)<\/p>\n

Evaluasi Pembelajaran dengan cara mengerjakan Kuis di setiap akhir modul<\/strong> yang berfungsi untuk mengukur pemahaman peserta terhadap materi yang telah dipelajari serta\u00a0Ujian akhir kelas<\/strong> diselenggarakan untuk mengevaluasi penguasaan peserta secara keseluruhan terhadap materi yang telah diberikan.\u00a0Total jam yang dibutuhkan untuk menyelesaikan kelas ini, mulai dari persiapan kelas sampai evaluasi belajar adalah\u00a08 jam<\/strong>.<\/p>\n

Demikian catatan singkat ini sebagai pengingat kegiatan pembelajaran yang telah diikuti. Semoga bermanfaat adanya dan menjadi penyemangat belajar bagi siapapun. Barakallahu fiikum<\/em>. (*)<\/p>\n

\n<\/div>\n

(* Muhammad Farid Wajdi<\/strong><\/em>, Guru\/Pengasuh Ponpes Modern Putri IMMIM Minasatene-Pangkep, Sulsel.<\/p>\n","protected":false},"featured_media":15790,"template":"","class_list":["post-15788","prestasi","type-prestasi","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nMembangun Aplikasi Gen AI dengan Microsoft Azure - Blog Pesantren Modern Putri IMMIM Pangkep<\/title>\n<meta name=\"description\" content=\"Oleh: Muhammad Farid Wajdi *) BLOGGURU - Alhamdulillah, satu kesyukuran dan kebahagiaan tersendiri, malam ini, Rabu malam (5\/11\/2025), akhirnya penulis\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/immimpangkep.ponpes.id\/blogguru\/prestasi\/membangun-aplikasi-gen-ai-dengan-microsoft-azure\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Membangun Aplikasi Gen AI dengan Microsoft Azure - 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