Master the complete AI engineering pipeline from fundamentals to production deployment. Build real-world AI applications and become a professional AI engineer.
128
Lessons
34 weeks
Duration
12,458
Students
4.8
Rating
What You'll Learn:
Build end-to-end ML pipelines
Deploy AI models to production
Work with Large Language Models
Implement MLOps best practices
Build AI-powered applications
Master deep learning frameworks
Course Progress
Overall Progress0%
0 of 8 modules enrolled
Course Features
Self-paced learning
Certificate of completion
Hands-on projects
Community support
Course Curriculum
Fundamentals of AI & Machine Learning
Memahami konsep dasar AI, ML, dan perbedaan dengan traditional programming
Beginner
3 weeks
12 lessons
Memahami konsep dasar AI, ML, dan perbedaan dengan traditional programming
Data Engineering for AI
Mengelola dan memproses data untuk proyek AI secara efisien
Intermediate
4 weeks
16 lessons
Mengelola dan memproses data untuk proyek AI secara efisien
Locked
Machine Learning Engineering
Implementasi algoritma ML dan optimasi model untuk production
Intermediate
6 weeks
24 lessons
Implementasi algoritma ML dan optimasi model untuk production
Locked
Deep Learning & Neural Networks
Membangun dan melatih neural networks dengan TensorFlow dan PyTorch
Advanced
5 weeks
20 lessons
Membangun dan melatih neural networks dengan TensorFlow dan PyTorch
Locked
Large Language Models & Transformers
Memahami dan mengimplementasikan LLM modern seperti GPT, BERT
Advanced
4 weeks
16 lessons
Memahami dan mengimplementasikan LLM modern seperti GPT, BERT
Locked
MLOps & Production Deployment
Deployment, monitoring, dan maintenance model AI di production
Advanced
5 weeks
20 lessons
Deployment, monitoring, dan maintenance model AI di production
Locked
AI Product Development
Membangun produk AI end-to-end dari konsep hingga deployment
Intermediate
3 weeks
12 lessons
Membangun produk AI end-to-end dari konsep hingga deployment
Locked
Capstone Project
Proyek akhir untuk mengintegrasikan semua pembelajaran
Advanced
4 weeks
8 lessons
Proyek akhir untuk mengintegrasikan semua pembelajaran