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https://bucolic-kitten-8c03c9.netlify.app/#features

would be project. Management skills. Offer training in tools such as calendar, project planning, estimating, prioritization

ALL our sample projects demonstrate practical, real world tools for productive use. xx While other offering have students create games of no practical values,

We equip students for making money in a future of AI domination, managing AI automation:

  • Building systems to evaluate AI performance
  • Introducing AI automation into local businesses
  • The orchestrator can route traffic to several tools, but chooses the tool with the best satisfaction and accuracy scores tracked over time.

The multi-agent AI system we show agents how to build:

  • is run locally on a Mac Mini or similar class machine
  • uses open-source
  • interacts with mobile apps that run on Android and iPhones.

Content (learning) is presented in short (up to 8 second) videos as a multiple choice quiz. Selection of each option would lead to text or video. Videos are generated from text using Google Gemini Veo3. Comments can be added by others.

AI project: Drop pdf files on the GUI, then ask questions based on its content.

Reference Information

Start with Safety

The starting point for our training is proactive protection of personal security.

  1. Rules for Minors < 13. Parents approve each stage.

  2. Financial literacy: Khan Academy

  3. Credit Cards

  4. Subscription tracking

  5. Purchasing Criteria ConsumerReports.com evaluation format

  6. Generational technologies influence

  7. Memon memprizing long secrets

  8. Password vault and fire-proof box

  9. Sales of personal information: haveibeenpwned.com

  10. Social Security Lock

  11. Email types (for social media, for development, banking, government)

  12. Phone SMS text

  13. Authy app

  14. Each student need to pass Khan Academy's Online Data Security course online

Learn Through Doing (Personal Technologies)

  1. Ecosystems (Apple, Google, Microsoft)

  2. Archive and restore

  3. Photo storage index

  4. Metadata in each photo (app)

  5. Cloud storage economics

  6. Archival media (HDD vs Flash reliability & speeds)

  7. Calendar

  8. cal.com appointment maker

  9. Annual Calendar - Birthdays, Anniversaries, Annual Sales

  10. Gantt chart timelines

  11. Tasks

  12. Projects

  13. Focus blocks of alone time when notifications off

    • Battery life (recharge during your shower)

  14. Compliments & Dopamine

  15. Click bait

  16. Addiction FOMO

  17. monitization of Attention Economy

  18. Intenet Etiquitte

  19. Dating apps (Scott Galloway's warnings)

  20. https://wilsonmar.github.io/asana/

  21. https://wilsonmar.github.io/jira/

  22. Docs

  23. Spreadsheets

  24. Presentations

  25. VPN

  26. Wireshark networking

  27. Eval (false positives)

Learn Through Doing (Developer Technologies)

  1. GitHub account

  2. Signing Certificates

  3. Voice command (Ambient) computing IoT with https://wilsonmar.github.io/alexa/ voice

  4. Recognize text in pictures https://wilsonmar.github.io/tesseract/

  5. Screen scraping https://wilsonmar.github.io/web-scraping/

  6. Extract text from pictures

  7. Photo editing Png vs SVG

  8. One Page Website

  9. https://wilsonmar.github.io/docusaurus/

  10. Generate QR codes

  11. Generate videos

Learn Through Doing (Social Skills)

  1. Linkedin profile

  2. Snapchat etiquitte

  3. Situation Reports (SITREP) format

  4. Paper note-taking

  5. Digital note-taking: iPhone Notepad, Obsidian,

  6. Visual Mindmaps https://www.youtube.com/watch?v=Grd7K7bJVWg

  7. Risks, Issues, Changes

  8. Emotional Intelligence & thinking through consequences

  9. Willpower & self-sabotage

  10. Personal reliability Trend ("I will") https://quantifiedself.com/show-and-tell/?project=1109 “Commits.to has given me reason to pause before I rattle off an empty promise. As a people pleaser, I was in the habit of saying I would do things without a real intention to follow through on those statements in a consistent way. Now, I value maintaining my overall reliability instead of my agreeability in the moment.”

Build Real AI Apps

  1. https://www.webull.com/paper-trading

  2. https://www.pionex.com/en

  3. https://quantifiedself.com/show-and-tell/

  4. AI Langchain https://www.youtube.com/watch?v=mrjq3lFz23s

  5. Turn Python functions into MCP using Hugging Face Gradio Interface as both a web app and an embedded tool within a notebook.

Build Real Apps - Statistics

  1. dice-stats.py & Histogram and Description Statistics

  2. Four types of Analytics:

  3. Regression Correlation Coefficient

  4. Alerts Notification settings

Build Real Apps - Quantified Life

Person Productivity Mastery in the 21st Century

  1. Apple iPhone Health app Fall alert

  2. Watch wearables: Fitbit

  3. REM deep sleep

  4. Weight & BMI

  5. Resting Heart rate

  6. Blood Oxygen (a COVID symptom) https://www.nature.com/articles/s41551-020-00640-6?fromPaywallRec=false

  7. Breathing Rate 15 (a COVID symptom, decreases over time) photoplethysmography

  8. Blood pressure

  9. Sleep patterns

  10. Snore Lab

  11. https://futurism.com/elon-musk-tweets-sleep https://www.economist.com/briefing/2024/11/21/elon-musks-transformation-in-his-own-words

  12. Breathing https://quantifiedself.com/show-and-tell?project=1113 https://www.nature.com/articles/s41746-021-00493-6

  13. Fasting Ketosis

  14. Sugar vs Lost Productivity

  15. Food researchers from Columbia and the University of Chicago report that eating a full day's serving worth of fruits and vegetables strongly appears to help people sleep more soundly throughout the night.

  16. Glucose monitoring pricks & IGM devices

  17. Oura ring ($500) ZDNET's 2024 product of the year - 8 days

  18. Exercise rings

  19. Habit apps

  20. Location (GPS)

  21. Weather statistics, trends & prediction accuracy

  22. Dew Point correlation

Apple macOS Mastery

  1. https://wilsonmar.github.io/macos-apps/

  2. https://wilsonmar.github.io/screen-capture-apple-mac-osx/

  3. Printing https://wilsonmar.github.io/printing/

  4. https://wilsonmar.github.io/mac-finder/

  5. https://wilsonmar.github.io/play-sound-on-mouseover-or-click/

  6. Keyboard shortcuts on Terminal

  7. https://wilsonmar.github.io/bash-scripts/

  8. https://wilsonmar.github.io/powershell-install-coding/

  9. https://wilsonmar.github.io/powershell-modules/

  10. https://wilsonmar.github.io/email-from-website/

  11. SQL

  12. KQL

  13. Translation

  14. VR apps

  15. https://wilsonmar.github.io/mac-osx-terminal/

  16. Apple vs. Windows vs. Linux (an variants)

  17. https://wilsonmar.github.io/mac-setup/

  18. https://wilsonmar.github.io/dotfiles/

  19. https://wilsonmar.github.io/apple-mac-osx-keyboard/ like foot switches

  20. https://wilsonmar.github.io/newsfeeds/

  21. https://wilsonmar.github.io/backup/

  22. Keeping secrets

  23. https://wilsonmar.github.io/markdown-text-for-github-from-html/

Security Certifications

  1. https://wilsonmar.github.io/security-certs/
  2. https://wilsonmar.github.io/cyber-security/
  3. https://wilsonmar.github.io/zero-trust/
  4. https://wilsonmar.github.io/rbac-vs-abac-vs-pbac/

Operational languages

  1. https://wilsonmar.github.io/mac-utilities/

  2. https://wilsonmar.github.io/mac-diskspace/

  3. https://wilsonmar.github.io/maximum-limits/

  4. https://wilsonmar.github.io/envars/

  5. Docker

  6. https://wilsonmar.github.io/make-makefile/

  7. https://wilsonmar.github.io/opencv-python-color/

Practical Automated Workflows

  1. https://wilsonmar.github.io/production/

  2. NATO alphabet pengram https://github.com/wilsonmar/python-samples/blob/main/pengram2nato.py

  3. Automate sending of emails, SMS text on cellphoens, Slack messages, discussions on Discord, Splunk security operations https://wilsonmar.github.io/email-from-website/

  4. Compare countries from a database of facts about each country, such as per-capita vs. land mass, UN hapiness index, etc.

  5. https://wilsonmar.github.io/home-assistant/

  6. https://wilsonmar.github.io/iot-apprentice/ use cases

  7. Maintain statis using microcontrollers (IoT) https://www.raspberrypi-spy.co.uk/2017/07/pool-temperature-monitoring-and-pump-control-with-the-pi-zero-w/

Python Programmatic Automation

Students have a library of Python program coding projects to construct. Students are not left to their own to struggle. Solutions in finished code provided are enough to pass the Python Fundamentals exam.

  1. Hands-off authenticate into Google Cloud Platform, AWS, and Azure using three different technologies (individual account credentials stored on client machines, service accounts, secure third-party Workload Identity Federation (via OIDC, Yubikey, and other IdPs. This enables students to autonomously create and update specific parts of PDF files, Google Docs, spreadsheets, and presentations. https://wilsonmar.github.io/aws-cognito/

  2. Control Roku to turn on a TV, go to a channel (such as YouTube), and play a video.

  3. Record videos from YouTube.

  4. "Pomodoro" schedule alarm to say, in a variety of spoken languages, dynamic text retrieved from the internet.

  5. "weather" retrieves full weather statistics for a specified location on earth and, in a variety of spoken languages, https://bomonike.github.io/weather

    Metrics retrieved are not merely what Alexa's default weather app retrieves (weather forecast), but also humidity, wind speed, visibility, and dew point analysis.

  6. A histogram is presented https://wilsonmar.github.io/histograms/

  7. Line graphs visually compares the performance of increasingly larger iterations by each of several algorithms (for sorting).

    1. https://wilsonmar.github.io/regression/ statistics: Coefficient of Determination (R2), Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), Relative Absolute Error (RAE), Relative Squared Error (RSE)

  8. Time zone navigation

  9. Identify your individual "chronotype" best times of day to perform heads-down work.

  10. simulate compound interest

  11. accelerate money by using automated trading bots to buy and sell Bitcoin intelligently. https://wilsonmar.github.io/investing/ https://wilsonmar.github.io/budget-for-evangelism/

  12. monitor prices to buy food items on price drops and special sales https://github.com/wilsonmar/python-samples/blob/main/foods.py

  13. Construct a GANT chart of timelines to predict extra-busy times when tasks overlap.

  14. https://wilsonmar.github.io/anomaly-detection/

  15. https://wilsonmar.github.io/analysis/

Real Understanding

Our approcah builds professional certifications

  1. Project management sufficient to pass the fundamentals exam.

    Project Management

  2. Git workflow sufficient to pass the GitHub Fundamentals exam.

    1. https://wilsonmar.github.io/git-stash/
    2. https://wilsonmar.github.io/git-utilities/
    3. https://wilsonmar.github.io/github-hooks/ uv, russ, pylint
    4. https://wilsonmar.github.io/git-commands-and-statuses/
    5. https://wilsonmar.github.io/why-git/
    6. https://wilsonmar.github.io/git-whoops/
    7. https://wilsonmar.github.io/git-github-videos/
    8. https://wilsonmar.github.io/git-signing/
    9. https://wilsonmar.github.io/git-files/
    10. https://wilsonmar.github.io/git-messages/
    11. https://wilsonmar.github.io/git-shortcuts/
    12. https://wilsonmar.github.io/git-rebase/ & https://wilsonmar.github.io/git-imerge/
    13. https://wilsonmar.github.io/git-custom-commands/
    14. https://wilsonmar.github.io/git-hooks/

  3. Organizational Change Management https://wilsonmar.github.io/change-management/ https://wilsonmar.github.io/changing-enterprises/

  4. https://wilsonmar.github.io/time-series/

    1. https://wilsonmar.github.io/influxdb/

Local without internet

  1. Documents and videos referenced in our curriculum are stored in a large disk drive for completely local usage off the internet (when the internet is not functioning or too expensive, such as at remote part parts of the world or on cruise ships).

  2. logs parsing https://wilsonmar.github.io/parsing-logs/

  3. Analyze logs over time to identify trends

  4. Create alerts to take automated action https://wilsonmar.github.io/notifications/

  5. https://wilsonmar.github.io/observability/

  6. Robotic Operating System (ROS) https://wilsonmar.github.io/ros/

  7. https://wilsonmar.github.io/code-generation/

Buckminster Fuller said, "The race between dystopia and utopia will be neck and neck until the very end."