SYSTEM ONLINE ENROLLMENT OPEN AY 2026–2027
NORWALK HIGH SCHOOL // NLMUSD // NORWALK, CA

Norwalk High School // Norwalk-La Mirada USD

COMPUTER
SCIENCE
PATHWAY

// Command Central // Norwalk, CA

An engaging, industry-aligned Computer Science pathway preparing students for careers in cybersecurity, software engineering, data science, networking, and beyond. Hands-on labs, real certifications, college credit, and industry partnerships — from Day 1.

6Courses
5+Certs
Lab Hours
$180K+Bay Area Avg
nhs-cs@virelion-vpc ~ bash
root@nhs-vpc:~$ ./show_pathway_status.sh
[OK] AP CyberSecurity.................. ACTIVE
[OK] AP CS A (Java).................... ACTIVE
[OK] AP CS Principles.................. ACTIVE
[OK] Intro CS: JavaScript.............. ACTIVE
[OK] Intro CS: Python.................. ACTIVE
[OK] Web Design I & II................. ACTIVE
[!!] Industry Certs: CompTIA A+, Sec+, Net+
[!!] Google IT Cert, AWS Cloud Practitioner
[OK] Industry Partners................. LINKED
[OK] College Prep (UC/CSU/CTE)......... READY
──────────────────────────────────────
root@nhs-vpc:~$ get_career_outlook --region=CA-BAYAREA
⬡ Bay Area Demand Index
Cyber
96%
AI/ML
98%
Dev
88%
Net
82%
Cloud
94%
⬡ Pathway Completion
AP Courses
75%
Certs Earned
60%
Internships
40%
College Bound
85%
Lab Hrs/Wk
10+
MOD-01
COURSE CATALOG
// 6 Active Courses // AP Capstone · Advanced · Foundation Tracks
AY 2026–27
All courses align with College Board, CTE, and industry standards. AP courses provide college credit opportunities. Foundation courses build directly into advanced tracks. Students may complete multiple courses each year along the pathway.
🔐 AP Cybersecurity AP Capstone

College Board's newest AP course. Students learn to identify, analyze, and mitigate cybersecurity risks in digital systems. Covers threat landscapes, cryptography, network security, incident response, and digital forensics. Prepares students for the AP Exam and industry certifications.

Grade Level
11–12
Credit
AP / UC-approved
Prereq
None Required
Exam
AP May Exam
UC/CSU a–g: Area "D" — Lab Science credit
Skills Developed
Threat AnalysisCryptographyNetwork Defense Incident ResponseDigital ForensicsPolicy & Ethics
AP CS A — Java Advanced

Deep dive into object-oriented programming using Java. Covers algorithms, data structures, inheritance, polymorphism, recursion, and software design. AP Exam performance can earn college credit at most universities. Industry-standard language used across enterprise and Android development.

Grade Level
11–12
Credit
AP / UC-approved
Prereq
None Required
Exam
AP May Exam
UC/CSU a–g: Area "C" — Mathematics credit
Skills Developed
Java OOPAlgorithmsData Structures RecursionAPI UsageUnit Testing
💡 AP CS Principles Intermediate

Broad introduction to computing as a creative and collaborative discipline. Explores programming, the Internet, big data, cybersecurity, and the societal impact of technology. Features a Create Performance Task (portfolio artifact) and the AP Exam. Accessible to students with no prior CS experience.

Grade Level
9–12
Credit
AP / UC-approved
Prereq
None Required
Exam
AP May Exam
UC/CSU a–g: Area "D" — Lab Science credit
Skills Developed
AbstractionData AnalysisInternet & Web Cybersecurity BasicsAlgorithmsComputational Thinking
Intro to CS: JavaScript Foundation

Students learn programming fundamentals using JavaScript — the language of the web. Covers variables, conditionals, loops, functions, DOM manipulation, and event-driven programming. Students build interactive web projects and games. Direct pathway to Web Design and AP courses.

Grade Level
9–12
Credit
UC-approved
Prereq
None Required
Platform
CodeHS.com / VS Code
UC/CSU a–g: Area "D" — Lab Science credit
Skills Developed
JavaScriptDOM APIDebugging FunctionsEvent HandlingLogic Design
🐍 Intro to CS: Python Foundation

Introduction to programming via Python, the world's most popular language for data science, AI, automation, and scripting. Students build command-line tools, data visualizations, and automation scripts. Directly applicable to cybersecurity scripting and AI/ML entry-level projects.

Grade Level
9–12
Credit
UC-approved
Prereq
None Required
Platform
CodeHS.com / VS Code
UC/CSU a–g: Area "D" — Lab Science credit
Skills Developed
Python 3ScriptingFile I/O Data StructuresLibraries (NumPy, Pandas)Automation
🌐 Web Design I & II Advanced

Web Design I covers HTML5, CSS3, accessibility, and responsive design. Web Design II advances to JavaScript frameworks, UI/UX principles, full-stack concepts, and portfolio development. Students build publish-ready websites and digital portfolios for college applications and internships.

Grade Level
9–12
Credit
CTE / Elective
Prereq
WD I for WD II
Tools
HTML/CSS/JS/Figma
UC/CSU a–g: Area "D" — Lab Science credit (both WD I & II)
Skills Developed
HTML5 / CSS3Responsive DesignAccessibility UI/UX PrinciplesFigma / WireframingPortfolio Dev
MOD-02
SKILLS MATRIX
// Technical · Analytical · Professional · Collaborative
⬡ Programming
Python 3
Java (OOP)
JavaScript / ES6+
Bash / Shell Scripting
HTML5 / CSS3
SQL (database queries)
PowerShell
⬡ Cybersecurity
Network Scanning (Nmap)
Vulnerability Assessment
Penetration Testing Basics
Incident Response
Digital Forensics
Cryptography
SIEM / Log Analysis
⬡ Networking
TCP/IP & OSI Model
Subnetting / VLSM
Routing & Switching
Firewall Configuration
VPN / Tunneling
Wireshark / Packet Analysis
DNS, DHCP, HTTP/S
⬡ Cloud & DevOps
AWS Core Services
Azure Fundamentals
Linux Server Admin
Docker & Containers
Git / GitHub
CI/CD Pipelines
Infrastructure as Code
⬡ Data & AI
Data Analysis (Pandas)
Data Visualization
Machine Learning Basics
Jupyter Notebooks
Statistics Fundamentals
API Integration
Big Data Concepts
⬡ Professional
Technical Documentation
Project Management
Team Collaboration (Agile)
Presentation & Communication
Problem-Solving & Critical Thinking
Ethics & Digital Citizenship
Resume & Portfolio Building
MOD-03
INDUSTRY CERTIFICATIONS
// Earn real credentials while still in high school
NHS Computer Science students have the opportunity to earn industry-recognized certifications that are valued by employers and accepted by colleges. These credentials can be listed on resumes, used for internship applications, and count toward CTE pathway completion.
CompTIA Security+
CompTIA
The industry standard entry-level cybersecurity certification. Validates knowledge in threats, cryptography, PKI, network security, identity management, and incident response. DOD-approved. Required for many federal IT and security roles.
💰 $15–25K salary boost | Linked to AP CyberSecurity
CybersecurityIndustry StandardDOD Approved
CompTIA A+
CompTIA
Foundational IT certification covering hardware, operating systems, networking, troubleshooting, and security. Validates core technical support skills. Gateway certification for IT careers. Recognized by all major employers as IT entry requirement.
💰 Entry-level IT | $45K–$65K CA avg.
IT SupportHardwareFoundation
CompTIA Network+
CompTIA
Validates networking concepts: IP addressing, switching, routing, wireless, and network troubleshooting. Vendor-neutral and widely recognized across enterprise, government, and telecom sectors. Prerequisite pathway toward CCNA and Security+.
💰 Network roles | $65K–$95K CA avg.
NetworkingInfrastructureVendor Neutral
Google IT Support Certificate
Google / Coursera
Beginner-friendly professional certificate from Google covering IT fundamentals, networking, OS, system administration, and security. Fully online, self-paced. Directly maps to CompTIA A+ exam objectives. Highly accessible for 9th–10th grade students.
💰 IT Support roles | Resume booster
GoogleBeginner FriendlySelf-Paced
AWS Cloud Practitioner
Amazon Web Services
Entry-level cloud certification validating foundational knowledge of AWS services, cloud concepts, security, pricing, and architecture. First step toward Solutions Architect and cloud engineering careers. Extremely high ROI in California tech market.
💰 Cloud roles | $110K–$175K CA avg.
CloudAWSHigh Demand
CyberPatriot / AFA Cert
Air Force Association
National youth cybersecurity competition hosted by the Air Force Association. Students harden Windows/Linux systems against simulated attacks in timed rounds. Top performers are recruited by military, government, and private sector. Builds elite cyber defense skills.
🏅 Competitions + Scholarships available
CompetitionCyber DefenseScholarship
MOD-04
CS CAREER PATHS
// 8 Pathways // Aligned to NHS Coursework
🔐Cybersecurity🔥 HOT

Protect networks, systems, and data from cyber threats. Roles span SOC analyst, penetration tester, incident responder, threat hunter, security architect, and CISO. Massive demand driven by escalating cyberattacks across every industry sector.

CA Avg
$110–150K
Bay Area
$150–220K
32% growth projected (BLS) | 3.5M global job gap
AP CyberSecSecurity+
💻Software Engineering

Design, build, and maintain software systems from mobile apps to enterprise platforms. Backend, frontend, full-stack, embedded, and DevOps roles. The most abundant CS job category. Java, Python, JavaScript, and cloud skills are the core toolkit.

CA Avg
$115–160K
Bay Area
$160–250K+
25% growth projected | FAANG + startups hiring
AP CS APythonWeb Design
🌐Network Engineering

Design, deploy, and manage the physical and virtual networks that power the internet and enterprise communications. Network engineers configure routers, switches, firewalls, and cloud-based SDN systems.

CA Avg
$90–130K
Bay Area
$130–185K
Steady demand | CCNA / Net+ valued
Network+AP CSP
🤖AI / Machine Learning🔥 HOT

Build intelligent systems: recommendation engines, image recognition, natural language processing, autonomous vehicles, and generative AI. Python and data science skills are the entry point. One of the fastest-growing and highest-paying fields in tech.

CA Avg
$130–185K
Bay Area
$180–300K+
40%+ growth | Google, OpenAI, Meta, NVIDIA
PythonAP CS AData Sci
☁️Cloud Architecture

Design and manage cloud infrastructure on AWS, Azure, and Google Cloud. Cloud architects plan migrations, cost optimization, security posture, and resilient system design. AWS Solutions Architect earns among the highest salaries in IT.

CA Avg
$120–170K
Bay Area
$160–240K
28% growth | Remote-friendly
AWS CertLinux
📊Data Science & Analytics

Extract meaning from massive datasets to drive business decisions. Data scientists use Python, SQL, and machine learning to build models, dashboards, and predictive tools. Critical role in healthcare, finance, government, and tech.

CA Avg
$110–155K
Bay Area
$150–225K
35% growth | Crossover to all industries
PythonAP CS AAnalytics
🎨UX/UI Design & Front-End

Design digital experiences that delight users. UX designers conduct research, wireframe interfaces, and prototype interactions. Front-end engineers implement designs in HTML, CSS, and JavaScript frameworks. High demand with strong creative-technical blend.

CA Avg
$85–130K
Bay Area
$115–175K
Steady demand | Freelance-friendly
Web Design I&IIFigmaJS
🏛️IT / Gov / Defense / Military

Government agencies (NSA, CISA, DHS, DoD), military branches, and defense contractors are among the largest employers of cybersecurity and IT professionals. Strong job security, clearance benefits, and public-service career paths. CyberPatriot and CompTIA certs are entry credentials.

CA Avg
$80–130K
Bay Area
$110–170K
High stability | Security clearance premium
Sec+CyberPatriotClearance Path
MOD-06
COLLEGE PREPARATION
// AP Credits · UC/CSU · CTE Pathways · Scholarships

The NHS CS Pathway is engineered to maximize college admission strength and minimize college tuition costs. Students graduate with college-level credentials, an impressive tech portfolio, and a resume that stands out in UC, CSU, CC, and private university applications.

  • AP Exam College Credit: Score 3+ on AP CS A, AP CSP, or AP CyberSec to earn credit at UC, CSU, and most private universities — saving thousands in tuition.
  • UC a–g Requirements: All CS pathway courses are UC/CSU a–g approved. Electives count toward college admission requirements.
  • CTE Pathway Completion: Complete the pathway sequence to earn a CTE Certificate of Completion — recognized by California Community Colleges for advanced placement.
  • Dual Enrollment: Partner with CSULB and ELAC to offer select dual-enrollment options where students earn both high school and college credit simultaneously.
  • Portfolio Development: Capstone and project-based courses build a GitHub portfolio and personal website for college applications and scholarships.
  • Scholarships: CyberPatriot, CompTIA Foundation, AFA, and STEM-focused scholarships available to pathway students. Counselors assist with applications.
  • SAT/ACT Prep: The logical reasoning, math, and analytical skills built in CS courses directly support strong SAT/ACT performance.
🎓Target Schools — CS Pathway Alumni
UC System
UC Berkeley, UCLA, UCI, UCSD, UCR, UCSB, UC Davis
CSU System
CSULB, CSULA, Cal Poly Pomona, CSUF
Community College
Cerritos, ELAC, Rio Hondo, Fullerton
Private Universities
USC, Stanford, LMU, USD
college_planner.sh
[9th] Intro to CS in JavaScript [ UC/CSU "D" Lab Science ]
[10th] AP CS Principles [ UC/CSU "D" Lab Science | AP Exam ]
[11th] AP CS A — Java [ UC/CSU "C" Mathematics | AP Exam ]
[12th] AP CyberSecurity [ UC/CSU "D" Lab Science | AP Exam ]
──────────────────────────────────
[RESULT] 3–6 AP college credits earned
[RESULT] 2–3 industry certs on resume
[RESULT] GitHub portfolio + personal site
[RESULT] CTE completion certificate
MOD-07
STUDENT PROJECTS
// Real Code // Real Impact // Portfolio-Ready
🛡️NHS Cyber Defense Dashboard

Students built a live network monitoring dashboard using Splunk and Python to visualize traffic anomalies on the school network. Alerts configured for suspicious login attempts. Presented to IT department for potential real-world deployment.

Stack: Python · Splunk · HTML/CSS · REST API
AP CyberSecuritySecurity
♻️E-Waste Tracker App

Web application that helps Norwalk residents locate e-waste drop-off sites, schedule pickups, and track their environmental impact. Built with JavaScript, Google Maps API, and a Firebase backend. 200+ community users in first month.

Stack: JavaScript · Firebase · Google Maps API · HTML/CSS
Web Design II + CS PrinciplesCivic Tech
🤖Campus Safety AI Bot

Python-based chatbot trained on NHS campus policies and emergency procedures. Students integrated it with the school website to answer student queries about safety protocols. Uses NLP and a fine-tuned language model.

Stack: Python · OpenAI API · Flask · JavaScript
AP CS A + PythonAI/ML
📊Norwalk Economic Dashboard

Data visualization project analyzing Norwalk employment, housing, and education data from public datasets. Interactive charts built in Python (Plotly) and deployed as a web app. Submitted to local city council as a civic data resource.

Stack: Python · Pandas · Plotly · Flask · AWS
AP CS Principles + PythonData Viz
🔐Password Strength Analyzer

Open-source tool that analyzes password strength using entropy calculation, dictionary attack simulation, and NIST guidelines. JavaScript frontend with Python backend API. Published on GitHub and shared with CyberPatriot community.

Stack: JavaScript · Python · Flask · REST API
AP CyberSecurityOpen Source
🌐NHS CS Pathway Website

Students in Web Design II collaboratively designed and built the official NHS CS Pathway public website — this page and its full site — as a capstone project. The project involved UI/UX research, Figma mockups, and production deployment.

Stack: HTML5 · CSS3 · JavaScript · GitHub Pages
Web Design IIDeployed
MOD-08
INTERNSHIPS & PHILANTHROPY
// Real World Experience // Community Impact
// Student Internships
  • NLMUSD IT Department: Students shadow and assist district IT staff on network administration, helpdesk support, and cybersecurity monitoring. Real tickets, real systems.
  • Tech Company Internships: Pathway alumni and current juniors/seniors apply to internships at partner companies including Amazon, Google, Cisco, and local tech startups through the pathway's referral network.
  • City of Norwalk: Civic tech internship working with city government on data systems, digital services, and IT infrastructure for the city's GIS and public-facing web services.
  • Northrop Grumman STEM Explore: Defense contractor internship program for seniors interested in aerospace, defense tech, and cybersecurity. Security clearance awareness included.
  • Summer Bridge Programs: Students apply to Google CS First, Microsoft DigiGirlz, and Facebook/Meta's immersive summer programs directly from teacher recommendations.
  • VPC Lab Apprenticeship: Advanced students can serve as junior lab administrators, maintaining the Virelion VPC environment and mentoring newer students — real sysadmin experience.
// Student Philanthropy & Community Impact
  • NHS Tech Clinic: Students provide free device repair, virus removal, and tech support to Norwalk senior citizens and low-income families at community events and the school library.
  • Code for Kids Program: HS students teach introductory coding workshops to Norwalk elementary and middle school students using Scratch, code.org, and unplugged activities.
  • Digital Literacy Workshops: Monthly community workshops on cybersecurity awareness, safe social media use, phishing prevention, and password hygiene — open to all residents.
  • Open Source Contributions: Students contribute code, bug reports, and documentation to real open-source projects on GitHub, giving back to the global developer community.
  • E-Waste Drive: Biannual electronics collection drive, refurbishing working devices for donation to local families and schools. Students handle data wiping and OS re-imaging.
  • Veterans Technology Assistance: Students partner with local VFW and Legion posts to provide free tech support and cybersecurity training to veterans.
MOD-09
CAREER OUTLOOK — CALIFORNIA
// Salary Ranges · Bay Area Premium · BLS Growth Projections
Salary data sourced from BLS Occupational Outlook Handbook, LinkedIn Salary Insights, and Glassdoor (2024). Bay Area (San Francisco Metro, South Bay, East Bay) commands a 30–60% premium over California state average due to tech industry concentration. All figures represent individual contributor (IC) roles, not management.
Career RoleEntry (CA)Mid (CA Avg)Senior (CA) Bay Area AvgBay Area Senior10-Yr GrowthDemandNHS Course Link
Cybersecurity Analyst$70–85K$110–140K$150–180K$145–190K$200–260K+32%⬆ CriticalAP CyberSec
Penetration Tester$80–100K$120–155K$160–200K$160–210K$220–300K+35%⬆ CriticalAP CyberSec
Software Engineer$85–105K$130–165K$170–220K$170–240K$240–350K++25%⬆ Very HighAP CS A, Python
Full-Stack Developer$75–95K$115–150K$155–200K$155–210K$210–280K+23%⬆ Very HighWeb Design, JS, Python
ML / AI Engineer$100–120K$145–185K$200–260K$190–280K$300–450K++40%⬆ CriticalPython, AP CS A
Cloud Engineer$85–105K$125–165K$170–210K$160–220K$230–300K+28%⬆ Very HighAWS Cert
Network Engineer$65–80K$95–130K$135–170K$125–175K$180–230K+15%→ SteadyNetwork+
Data Scientist$90–110K$130–170K$180–230K$165–230K$240–320K+35%⬆ Very HighPython, AP CSP
UX/UI Designer$60–75K$90–125K$130–170K$115–165K$170–220K+16%→ SteadyWeb Design I & II
IT Support / Sysadmin$45–60K$70–95K$100–135K$90–130K$135–180K+8%→ ModerateCompTIA A+, Net+
DevOps / SRE Engineer$90–115K$135–175K$185–230K$170–245K$250–340K+22%⬆ HighLinux, Cloud
Federal Cyber / DoD$70–90K$100–140K$140–185K$120–170K$175–240K+28%⬆ CriticalSec+, CyberPatriot
3.5MGlobal Unfilled Cyber Jobs (2024)
$146KCA Median SWE Salary
$185KBay Area Median SWE
+32%Cybersecurity 10-Yr Growth
#1CS: Fastest-Growing Degree by ROI
0%Unemployment in Cybersecurity