Syllabus¶

A visual overview of every chapter, its status, and how they connect.

Chapter Dependency Diagram¶

graph TD
    CH1["Ch 1: Python Fundamentals<br/>8h | Available"]
    CH2["Ch 2: Data Structures<br/>6h | Available"]
    CH3["Ch 3: Linear Algebra<br/>10h | Available"]
    CH4["Ch 4: Probability & Statistics<br/>8h | Available"]
    CH5["Ch 5: Software Design<br/>6h | Available"]

    CH6["Ch 6: Intro to ML<br/>8h | Available"]
    CH7["Ch 7: Supervised Learning<br/>10h | Available"]
    CH8["Ch 8: Unsupervised Learning<br/>8h | Coming Soon"]
    CH9["Ch 9: Deep Learning<br/>12h | Coming Soon"]
    CH10["Ch 10: NLP Basics<br/>10h | Coming Soon"]
    CH11["Ch 11: LLMs & Transformers<br/>10h | Coming Soon"]
    CH12["Ch 12: Prompt Engineering<br/>6h | Coming Soon"]
    CH13["Ch 13: RAG<br/>8h | Coming Soon"]
    CH14["Ch 14: Fine-tuning<br/>8h | Coming Soon"]
    CH15["Ch 15: MLOps<br/>8h | Coming Soon"]

    CH1 --> CH2
    CH1 --> CH3
    CH1 --> CH4
    CH2 --> CH5
    CH1 --> CH5

    CH1 --> CH6
    CH2 --> CH6
    CH3 --> CH6
    CH4 --> CH6

    CH6 --> CH7
    CH6 --> CH8
    CH3 --> CH9
    CH6 --> CH9

    CH9 --> CH10
    CH10 --> CH11
    CH11 --> CH12
    CH12 --> CH13
    CH9 --> CH14
    CH11 --> CH14
    CH6 --> CH15

    style CH1 fill:#4caf50,color:#fff
    style CH2 fill:#4caf50,color:#fff
    style CH3 fill:#4caf50,color:#fff
    style CH4 fill:#4caf50,color:#fff
    style CH5 fill:#4caf50,color:#fff
    style CH6 fill:#4caf50,color:#fff
    style CH7 fill:#4caf50,color:#fff
    style CH8 fill:#f3e5f5
    style CH9 fill:#f3e5f5
    style CH10 fill:#f3e5f5
    style CH11 fill:#f3e5f5
    style CH12 fill:#f3e5f5
    style CH13 fill:#f3e5f5
    style CH14 fill:#f3e5f5
    style CH15 fill:#f3e5f5

Legend¶

Status Table¶

Interactive Tools¶

Created by Luigi Pascal Rondanini | Generated by Berta AI