Blogs

• Homeworks and Popcorn Hacks for Lesson 3.6/3.7

  All homeworks for Lessons

• Homeworks and Popcorn Hacks for Lesson 3.3/3.5

  All homeworks for Lessons

• Homeworks and Popcorn Hacks for Lesson 3.1/3.4

  All homeworks for Lessons

• Homeworks and Popcorn Hacks for Lesson 3.2

  All homeworks for Lessons

• Homeworks and Popcorn Hacks for Lesson 3.8

  All homeworks for Lessons

• Learning Habits

  Establishing pair programming habits in the classroom. This will extend to other forms of collaboration, such as group work and team projects.

• Tools Setup

  A key to learning in this class is understanding how to make a GitHub Pages project. This guide will setup and run the project. At the end, you will have a student Website that can be used for blogging classroom learnings and progress.

• Final Project

  Final Review w/ Blog, Homeworks, and Projects

• Digital Portfolio Video

  Video for Digital Portfolio AP | CSP

• Personal Study Blog

  My Personal Study Blog for AP Computer Science Principles

• CPT Digital Portfolio Project

  CPT Final Code, Video, and Code Segments for PPR

• Big O and Algorithmic Efficiency

  Big O and Algorithmic Efficiency HW and Popcorn Hacks

• Random Algorithms and Simulations/Games

  Random Algorithms HW and Popcorn Hacks

• Lists and Filtering Algorithms

  HW Hack for Lists/Filtering Algorithms

• Final Review

  Final, N@TM, MCQ, and my contributions

• ML | Neural Network | Handwritting Detection

  Handwritting detection using Tensor Flow

• ML | Fitness

  Machine Learning and Fitness Data, using a linear regression model. The purpose of this model is to maximize calories burn.

• Data Frames | Pandas | Intro 1

  Data connections, trends, and correlation. Pandas is introduced as it could be valuable for CPT and PBL.

• Data Frames | Pandas | Intro 2

  This blog contains basic techniques for analyzing a dataset using the Python Pandas module. Python is a primary language for data science and is useful for backend operations like analyzing and storing data.

• ML | Titanic Data

  Exploring the Titanic dataset with machine learning.

• Network Stack | Frontend and Backend | HTTP and TCP/IP

  Frontend and Backend application applied to networking layers

• Blog Review

  Blog Review and answers to questions/responses

• API | Request | Response | Database

  Frontend coding and backend design will always be related. In building Views, frontend designs will work with the backend APIs, those APIs can work with databases.

• Data | SQLAlchemy

  Using Programs with Data is often focused on SQL and database actions. This blog focuses on SQLAlchemy and an OOP programming style.

• Data | SQL Connect

  Using Programs with Data is focused on SQL and database actions. This blog focus is SQL connections and curses using an Imperative programming style.

• Data | Binary Logic

  This is a mini project, warming up to CPT guidelines. Read this to article and starrt developing ideas for your Binary Logic requirements. Real binary abstractions include ASCII, Unicode, RGB Colors, Images,Logic Gates, etc.

• Computing System | Network | AWS Deployment

  This notebook will guide you step-by-step on how to configure your AWS instance and run Docker container in order to deploy your backend.

• Computer System | Web Server | Flask

  Quick launch into Flask, sending and receiving data from a web server.

• MC Corrections

  All mc questions and answers for review

• Frontend

  Frontend hacks

• JS Output w/ Objects

  Quick launch into Variables, Functions, Arrays, Classes, Objects.

• Playing with Jupyter Notebooks and Python

  GitHub pages was built with Python and Jupyter Notebooks in mind. This post is to verify tools by using Python.

• Hacks Github Pages

  Github pages playground hacks

• Tool Hacks

  These hacks are for tools that are used in the development process. Completing these hacks will help you to understand the tools better and are foundational for the course

• Tools Play using JavaScript

  JavaScript, HTML, CSS and Markdown are the primary coding languages used by bloggers when developing in the GitHub Pages system. Student developers can learn functionality while adding functionality to their GitHub pages website.

• Tool Hacks

  These hacks are for tools that are used in the development process. Completing these hacks will help you to understand the tools better and are foundational for the course

• Tools Verify using Shell

  Linux and the shell is used in this example to setup and verify the installation of the tools. Additionally, a few programming exercises are included.

• Tools and Equipment

  Tech has reshaped our lives, from the internet to the smartphone in your phone pocket, or the advent of AI. This course is opening new technology possibilities, by equipping you with the developer tools that are the keys to boundless technology possibilities.

• Accounts

  This class will require you to make a Portfolio 2025 Web Site, a GitHub Account, a Slack Account, and as part of final exam will require you update your LinkedIn account.

• Pair Programming

  Pair Programming allows you to have secondary thinking as you work, not just a reflection after you are done, but real-time support.

• Pair Showcase

  Anytime in Sprint 1 is time to show accomplishments to teacher. The last week of the Spring there will be a formal live review meeting.