Rap's favorite courses to teach

AI, Data, Machine Learning, Data Science

Agentic AI

Agentic AI overview, GenAI, goal-driven, autonomy, tool use, context engineering, MCP, Retrieval Augmented Generation (RAG), LoRA

Generative AI

GenAI, Agentic, ML, neural networks, transformers, LLMs, tokenization, vectorization, embeddings, prompt engineering, MCP, Retrieval Augmented Generation (RAG), LoRA

AI Prompt Engineering

CoT, Tree-of-thought, N-shot, self-consistency, reflexion, plan-and-solve, ReAct, contrastive, agentic prompting

Claude Code

Claude as a partner, slash commands, security, prompting, refactoring, writing tests, context packing, selective injection, HITL, ask-before-code, test-driven prompting

Python

Basics, lists, tuples, comprehensions, lambdas, dunder methods, Jupyter

MongoDB

Collections, querying, mongosh, projections, aggregation pipelines

PostgreSQL

SQL basics, transactions, schema mgmt, indexes, types, PostgreSQL as a vectorDB

SQL

SQL basics, joins, where, compound conditions, keys, relationships

Data Science

Pandas, (un)supervised learning, algorithms, Matplotlib, Hugging face, Kaggle, scikit-learn

Front end web dev

A11y

ARIA, roles, semantic HTML, keyboard nav, complying with WCAG, Section 508, EAA, DDA, et al

React

JSX, components, props, hooks, routing, composition

Angular

Components, signals, signals, DI, pipes, directives, Event emitters

Vue

Components, Vue router, mixins, slots, composition, plugins, watchers

JavaScript

Basics, promises, modules, destructuring, spread, functional, JSON

HTML and CSS

Tags, forms, attributes, selectors, flex, grid, responsive, animations

Back end dev

Node

JavaScript basics, npm, package.json, git, events, async

Node with Express

All of Node, Web middleware, RESTful API, JWT, env variables, jest

Intro to Python and Django

Python intro, ORM, middleware, views, signals, forms, querysets

Intro to Python and Flask

Python basics, RESTful APIs, sessions, middleware, blueprints, form handling

Cross-platform Mobile App Dev

React Native

React basics, RN components, navigation, forms, API requests, lists

Flutter

Widgets, layouts, state mgmt, navigation, async, HTTP, forms