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LEARNING PATH / PROGRAMMING

Applied Python for IT Automation.

From scripts that run to tools you can maintain.

Advance from Python Fundamentals into a local-first IT automation workflow. Complete six Learn → Practice pairs covering project setup, CLI configuration, validated file pipelines, safe REST API clients, reliability and controlled scheduling. Finish with an independent Northstar Fleet Audit capstone across eight scenarios and an optional local multi-file project.

13 learning milestonesIntermediate → AdvancedNo account required
YOUR LEARNING JOURNEY

Follow the steps. Build the skill.

You can open any step at any time. Mark activities complete when you're satisfied you've learned or practiced them—there are no locked lessons.

LearnSTEP 1 OF 13

Professional Python Projects, Environments & Dependencies

Establish project layout, understand interpreters and virtual environments, manage dependencies, and verify a small local read-only Python project.

YOU'LL BE ABLE TOExplain and reproduce project setup across supported shells; distinguish local commands from browser simulation and keep reusable functions separate from the entry point.
PracticeSTEP 2 OF 13

Applied Python Projects Coding Clinic

Six real Python exercises for runtime inspection, standard-library modules, simple requirements records, project hygiene, entry points, and validated inventory reporting.

YOU'LL BE ABLE TOWrite and check original Python project helper logic across changed fixtures and make the connection to the locally executed project.
LearnSTEP 3 OF 13

Command-Line Tools & Configuration

Design testable argparse interfaces, typed flags, defaults, input validation, configuration precedence, error behavior and a local read-only inventory report.

YOU'LL BE ABLE TOExplain and build a CLI contract, validate inputs and make command execution predictable using a clear configuration source order.
PracticeSTEP 4 OF 13

Command-Line Tools Coding Clinic

Eight real Python challenges covering argparse argument lists, choices, positive limits, Boolean switches, precedence, JSON configuration, exit codes and an independent CLI reporter.

YOU'LL BE ABLE TOWrite parser helpers and deterministic offline reports that handle changing arguments and datasets.
LearnSTEP 5 OF 13

Filesystem & Structured Data Pipelines

Connect command-line tools to safe pathlib boundaries, explicit UTF-8 text reads, CSV and JSON schema validation, duplicate checks and deliberately staged report output.

YOU'LL BE ABLE TOTrace and implement a read → parse → validate → transform → publish workflow that preserves existing evidence when input is malformed.
PracticeSTEP 6 OF 13

Filesystem & Structured Data Pipelines Coding Clinic

Eight real Python challenges on safe paths, BOM handling, CSV row structure, duplicate hosts, JSON schemas, stable reports, staging and a complete offline inventory analysis.

YOU'LL BE ABLE TOWrite testable local file pipeline functions across multiple datasets while protecting original inputs and existing reports.
LearnSTEP 7 OF 13

REST APIs & Authentication

Understand HTTP methods and statuses, API authentication versus authorization, encoded URLs, credential protection, timeouts, safe pagination and rate limits through a response explorer and localhost demo.

YOU'LL BE ABLE TOTrace and validate read-only API responses, explain 401/403, enforce bounded pagination and protect secrets while preparing a complete inventory report.
PracticeSTEP 8 OF 13

REST APIs & Authentication Coding Clinic

Eight real Python exercises for encoded URLs, HTTP status actions, JSON schemas, header redaction, transport outcomes, Retry-After, safe paging links and a complete multi-page API reporter.

YOU'LL BE ABLE TOImplement read-only API logic with alternate fixtures and detect incomplete, unsafe or unauthorized responses rather than returning misleading success.
LearnSTEP 9 OF 13

Logging, Testing & Reliability

Instrument Python scripts using named loggers, safe structured events, exact failure classifications, unittest tests, injected fakes, retry budgets and deterministic recovery.

YOU'LL BE ABLE TOProve that every successful report is complete and every failed run preserves prior known-good output through repeatable tests and clear diagnostics.
PracticeSTEP 10 OF 13

Logging, Testing & Reliability Coding Clinic

Eight real Python challenges on log levels, temporary handlers, safe log context, explicit parsing errors, unittest, mock responders, bounded retries and safe report recovery.

YOU'LL BE ABLE TOImplement reliable, testable read-only automation logic that handles changed data and exhausted failures without inventing successful outcomes.
LearnSTEP 11 OF 13

Scheduling & Controlled IT Automation

Understand OS scheduler context, UTC change windows, validated configuration, read-only plans, scoped approvals, idempotency, overlap policy and safe handoff.

YOU'LL BE ABLE TOExplain why a scheduled run needs separate validation, approval and outcome checks before any operational action.
PracticeSTEP 12 OF 13

Scheduling & Controlled Automation Coding Clinic

Eight independent real Python exercises on timing, config, stable planning, approvals, replay, overlap and an offline end-to-end safety gate.

YOU'LL BE ABLE TOBuild predictable scheduled-job decision logic that preserves previous evidence when a run is invalid or blocked.
CapstoneSTEP 13 OF 13

Final Capstone: Northstar Fleet Audit

Independently implement a read-only inventory audit across CSV files, injected paginated API responses, retry limits, complete evidence validation, approval windows and stable replay keys. Eight browser scenario groups plus an optional multi-file local project with 12 unit tests.

YOU'LL BE ABLE TOProve a Python automation engine can produce reliable reports and fail safely across realistic NOC operating conditions.
Keep learning at your own pace.

Revisit any resource as often as you need. Completion is a personal reminder, not an exam score or verified certificate.

Explore the full Lesson Library →
COMPLETE APPLIED PYTHON CURRICULUM

Build real, maintainable Python automation.

Six complete Learn → Practice pairs lead into the independent final Northstar Fleet Audit. All seven stages are now available, and the final project asks you to demonstrate the combined skills—not repeat a guided example.

01
Projects, Environments & DependenciesLESSON 01 AVAILABLE

Build a reproducible project, choose the right interpreter, manage venv/pip and structure reusable code.

02
Command-Line Tools & ConfigurationLESSON 02 AVAILABLE

Use argparse, exit codes, configuration files and safe CLI inputs with local-first script execution.

03
Filesystem & Structured Data PipelinesLESSON 03 AVAILABLE

Build robust input/output pipelines using pathlib, CSV, JSON, encoding and schema validation.

04
REST APIs & AuthenticationLESSON 04 AVAILABLE

Call approved test endpoints, work with pagination, status codes, timeouts, rate limits and safe credentials.

05
Logging, Testing & ReliabilityLESSON 05 AVAILABLE

Use logging, unittest, bounded retries, idempotency and test fixtures before trusting automation.

06
Scheduled & Controlled IT AutomationLESSON 06 AVAILABLE

Separate plan versus execution, change approvals, environment-specific configuration and scheduling.

FINAL
Northstar Fleet Audit — Final CapstoneFINAL CAPSTONE AVAILABLE

Write a complete read-only NOC fleet audit, pass eight browser scenario groups, then build a documented multi-file local project with 12 unit tests.

Before you begin: Complete Python Fundamentals or be comfortable writing loops, functions, file readers and defensive checks. The first Applied Python project is local-first; the browser workbench is for companion code practice and does not execute OS commands or install dependencies.

Completion status: This path now includes all six lessons and the final capstone. Completion marks are optional, browser-local and self-tracked; the eight browser checks are learning feedback, not an accredited exam or certificate.

APPLIED PYTHON / FINAL SKILL DEMONSTRATIONLOADING PROGRESS

From independent code to a maintainable IT tool.

Complete six Learn → Practice pairs, then implement the Northstar Fleet Audit independently. Eight browser scenario checks validate the core logic; a separate six-file starter and 12 unit tests help you run the project with your local Python interpreter.

SELF-TRACKED MILESTONES—Saved in this browser
INDEPENDENT CAPSTONE CASESNot recordedBrowser-local assessment, not a certificate

Progress markers and the scenario-pass indicator are optional and browser-local. They are not a proctored exam, externally validated credential, or proof of real-system change authorization.