intellimetrics Learning
Researcher Track

Researcher / Scientist Track

You're comfortable with computers and maybe some scripting (Python, R, MATLAB), but you're not a professional developer. This track covers everything you need, with notes on how CLI tools can accelerate research workflows — data pipelines, analysis scripts, and paper-ready visualizations.

01

The AI Landscape

Full depth
The AI Landscape
02

You Are an Orchestrator

Full depth
You Are an Orchestrator
03

Command Line Basics

Full depth
What Is a Terminal? Opening Your Terminal Navigating the Filesystem Essential Commands Remote Environments & VS Code
04

Cheat Sheets

Reference
Linux Commands Keyboard Shortcuts
05

Browser Chat vs CLI

Full depth
When to Use What
06

CLI Tools Setup

Full depth
Overview & Prerequisites Claude Code Gemini CLI Codex CLI GitHub Copilot CLI
07

Git Basics

Full depth
Why Version Control? Git Workflow Saving Your Work
08

Architecture Basics

Full depth
What Is a Project? Folder Structure
09

Let the LLM Set Things Up

Full depth
Let the AI Set Things Up Project Templates
10

Planning & Orchestration

Full depth
Think Before You Prompt Breaking Down Tasks Giving Good Instructions
11

Saving, Sharing, Deploying

Full depth
Saving Your Work Sharing & Deploying
Start the Course →