Apa aja yang bakal dipelajari?

Machine Learning on Production :

✓ Introduction to Machine Learning on Production

✓ Data Preparation & Preprocessing

✓ Model Development & Evaluation

✓ Scalable Infrastructure for ML

✓ Deployment Strategies

✓ Model Maintenance & Lifecycle Management

LLM on Production :

✓ Introduction to LLM on Production

✓ LLM Managed Service

✓ Building RAG using Vector Database

✓ Handling with Open Source LLM

✓ Optimizing your Open Source LLM Deployment

✓ Online VS Offline Matrix for LLM Application

✓ Building RAG using Open Source LLM

Computer Vision :

✓ Introduction to Computer Vision & Image Processing

✓ Image Classification

✓ Single Object Detection

✓ Semantic Segmentation

✓ Object Detection

✓ Instance Segmentation

✓ Text Recognition

✓ OCR

✓ Face Recognition

✓ How to Optimize your Computer Vision Performance