AIMLSAGA
1,250 XP · Lv.13
AR
Lv.13
50/100 XP · 50 to Lv.14
7 day streak

The Academy

XP-gated learning paths across AI/ML domains

All Tracks (6)
GenAI (3)
Deep Learning (2)
Reinforcement Learning (1)

6 courses

GenAI
intermediate
RAG Engineering in Production

Build production-grade Retrieval-Augmented Generation systems with vector databases, reranking, and evaluation.

10 hours1 lessons
Requires 300 XP+400 XP
GenAI
advanced
Fine-Tuning with LoRA & QLoRA

Fine-tune Llama 2 and Mistral on custom datasets using parameter-efficient methods. Deploy to production.

14 hours1 lessons
Requires 700 XP+500 XP
Deep Learning
intermediate
Convolutional Neural Networks & Computer Vision

Master CNNs for image classification, object detection. Implement ResNet and work with torchvision.

10 hours1 lessons
Requires 250 XP+350 XP