← Skill graph
Network architectures
Part of Deep learning
Needs first
Helps first
Nothing recommended beyond what is required.
Where it is assessed
5 assessed items, 0 done.
- AIE-203 M4.3 Implement an architecture from its diagram alone · tier 1
- AIE-203 M4.5 Ablate the component nobody questions · tier 2
- AIE-203 M4.6 Retention: architectural components and what each fixes · tier 1
- AIE-203 M5.4 The network you built, and what its curves showed · tier 3
- AIE-203 M5.5 Oral defense · tier 4
Verified sources
- Understanding LSTM Networks
- Dive into Deep Learning
- Practical Deep Learning for Coders
- MIT Introduction to Deep Learning | 6.S191 · Alexander Amini
- Flamingo: a Visual Language Model for Few-Shot Learning
- Visual Instruction Tuning
- Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
- CS231n Winter 2016 · Andrej Karpathy