Teach me alphafold in details: basic to advance using standard sources and explain with figure also
AlphaFold protein structure prediction deep learning explained basic to advanced
AlphaFold protein structure prediction
AlphaFold protein structure prediction architecture diagram
AlphaFold architecture MSA evoformer structure module attention mechanism
AlphaFold2 evoformer attention mechanism neural network architecture
protein folding problem amino acid sequence three dimensional structure secondary tertiary structure
AlphaFold3 diffusion model architecture improvements over AlphaFold2 2024
Teach me alphafold in details: basic to advance using standard sources and explain with figure also
AlphaFold2 architecture Evoformer structure module MSA pairwise features explained
AlphaFold3 diffusion model improvements over AlphaFold2 biomolecular interactions 2024
AlphaFold protein structure prediction review
AlphaFold2 neural network architecture Evoformer MSA pair representation
| Section | What You Learn |
|---|---|
| Parts 1–2 | Why protein folding matters, the Levinthal paradox, CASP competition history |
| Part 3 | AlphaFold1 — distance map prediction with ResNets |
| Parts 4–4.5 | AlphaFold2 in detail: MSA features, Evoformer (48 blocks), triangle updates, IPA, recycling, training losses |
| Part 5 | How to interpret pLDDT, PAE, GDT — critical for not misusing predictions |
| Part 6 | AlphaFold-Multimer for protein complexes |
| Part 7 | AlphaFold3 — diffusion model, expanded scope to DNA/RNA/ligands |
| Parts 8–9 | Using the AlphaFold Database and running ColabFold practically |
| Parts 10–12 | Limitations, applications in drug discovery/vaccines, competing tools |