Generative AI & Prompt Engineering (Corporate โ€“ Advanced Level)

๐Ÿ“˜ Deskripsi Kursus

Pelatihan tingkat lanjut untuk mendalami Generative AI (ChatGPT, Gemini, Claude, LLaMA, dll.) dengan fokus pada teknik prompt engineering lanjutan, fine-tuning model, integrasi API, serta pengembangan custom tool berbasis LLM. Kursus ini dirancang agar peserta mampu membangun workflow AI yang kompleks, mengintegrasikan data internal perusahaan, serta menciptakan solusi AI yang etis, aman, dan bernilai bisnis nyata.

๐ŸŽฏ Tujuan Pembelajaran

๐Ÿ—‚๏ธ Struktur Kursus (6 Sesi โ€“ 3 Jam/Sesi)

Sesi Topik Fokus Utama
1Advanced LLM & GovernanceTransformer, attention, model comparison, enterprise risk & governance
2Advanced Prompt EngineeringFew-shot, chain-of-thought, tree-of-thought, persona, multi-modal prompting
3API Integration & Light CodingPython scripting, LangChain, Hugging Face, building bots & workflows
4Model Fine-TuningLoRA, QLoRA, RLHF, data prep, evaluation metrics, hands-on fine-tuning
5Retrieval & Multimodal AIRAG pipelines, vector DBs, embeddings, multimodal use cases
6Implementation & PresentationTeam workshop: build micro-workflows, prompt library, final presentation
S1: Advanced LLM & Governance S2: Advanced Prompt Engineering S3: API Integration & Light Coding S4: Model Fine-Tuning S5: Retrieval & Multimodal AI S6: Implementation & Presentation

๐Ÿงช Contoh Proyek/Latihan

๐Ÿ›  Tools & Software Requirements

๐Ÿ“š Referensi

๐Ÿงฎ Skema Penilaian

Component Weight
Kehadiran & Partisipasi20%
Tugas / Latihan20%
Mini-Project30%
Presentasi Akhir30%

๐Ÿ“Œ Prasyarat