The Master Curriculum Roadmap

Variables & Types

Available (Extensive Depth)

Operators

Available (Extensive Depth)

Control Flow (if/else)

Available (Extensive Depth)

Loops (for/while)

Available (Extensive Depth)

Functions & Scope

Available (Extensive Depth)

Lists & Mutability

Available (Extensive Depth)

Tuples & Immutability

Available (Extensive Depth)

Dictionaries & Sets

Available (Extensive Depth)

String Operations

Available (Extensive Depth)

Comprehensions

Available (Extensive Depth)

Modules & SYS Path

Available (Extensive Depth)

File I/O & Context

Available (Extensive Depth)

Exceptions & Tracebacks

Available (Extensive Depth)

Advanced Functions (*args)

Available (Extensive Depth)

Generators & Yield

Available (Extensive Depth)

OOP & Metaclasses

Available (Extensive Depth)

Concurrency & the GIL

Available (Extensive Depth)

NumPy Arrays & Memory

Available (Extensive Depth)

NumPy Linear Algebra

Available (Extensive Depth)

Matplotlib Visualization

Available (Extensive Depth)

Pandas DataFrames

Available (Extensive Depth)

Pandas Merges & Joins

Available (Extensive Depth)

Pandas Time Series

Available (Extensive Depth)

Pandas Data Cleaning

Available (Extensive Depth)

Data Preprocessing

Available (Extensive Depth)

Supervised ML Models

Available (Extensive Depth)

Model Evaluation & Metrics

Available (Extensive Depth)

TensorFlow Core & Graphs

Available (Extensive Depth)

NLP Tokenization

Available (Extensive Depth)

RNNs & LSTMs

Available (Extensive Depth)

Self-Attention Mechanism

Available (Extensive Depth)

Large Language Models (GPT)

Available (Extensive Depth)

CNNs & Convolutions

Available (Extensive Depth)

Transfer Learning (ResNet)

Available (Extensive Depth)

FastAPI Model Serving

Available (Extensive Depth)

Docker Containerization

Available (Extensive Depth)

Cloud Deployment & CI/CD

Available (Extensive Depth)