AIoT Programming For Data Science & AI Kit

(IOT - 006)

AIoT programming for data science and AI Kit (IOT-006)
Hard copy user manual

Digital Content (BI-01)

Description
Technical Details

AIoT Kit introduces pre-connections between The Main AIoT Controller & The Kit’s Devices For easy to use and fast working with the kit while focusing on The Software layer objectives. Kit’s provides advanced peripherals such as OLED, 8×8 Pixel Displays and Gesture Sensor.

Learning about programming with python and C/C++
Learning about Keywords,Syntax Structure, Variables, Constants, Selections, Iterative control structures, Functions, Parameters and Classes.
Learning about problem solving through the supported exercises about Basic Flow, Repeat structures with counter conditions, Logical Conditions, Iteration, Nested Loops, Arrays of 1-D/2-D ,Sorting, and advance applications
Learning about AI with python.
Software Specifications:
- Operating System for The Main IoT Controller:
  - Raspberry Pi OS (a Debian-based operating system for Raspberry Pi)
- Pre-installed Packages :
  - CLI :
    - Zsh : a shell designed for interactive use.
    - Powerlevel 10K : a theme for Zsh.
    - Tmux : a terminal multiplexer.
    - Peco : an interactive data filter
    - Powerline : a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, fish, tmux, IPython, Awesome, i3 and Qtile
    - Toolchain :
      - GCC : The GNU Compiler
      - JDK : includes tools for developing and testing programs written in the Java programming language and running on the Java platform
      - NodeJS : a JavaScript runtime built on Chrome›s V8 JavaScript engine.
      - Python3 : high-level, interpreted, interactive and object-oriented scripting language.
      - Clang : provides a language front-end and tooling infrastructure for languages in the C language family
    - IDE :
      - Visual Studio : IDE for C++ development
      - Neovim : hyperextensible Vim-based text editor
      - Geany : a powerful, stable and lightweight programmer›s text editor
    - Connectivity :
      - MQTT : an OASIS standard messaging protocol for the Internet of Things (IoT)
      - BlueZ : Bluetooth stack, support for the core Bluetooth layers and protocols
      - Mtr : a network diagnostic tool.
      - Nmap : a command-line tool for network exploration and security auditing
      - Iptraf : an ncurses-based IP LAN monitoring tool
      - Samba : provided secure, stable and fast file and print services for all clients using the SMB/CIFS protocol.
      - Blynk server : a platform with iOS and Android apps to control The Raspberry Pi over the Internet.
    - Multimedia :
      - PortAudio : audio I/O library.
      - SoX : sound processing program
      - OpenCV : a real-time optimized Computer Vision library
      - Google Assistant : Provide voice commands, voice searching, and voice-activated device control
      - NumPy : a comprehensive mathematical functions.
      - Matplotlib : a comprehensive library for creating static, animated, and interactive visualizations in Python.
    - Python AI :
      - Jupyter Notebooks : a web-based interactive computing platform
      - NumPy : for comprehensive mathematical functions
      - Anaconda : For data science and machine learning
      - Pandas : For data manipulation and analysis
      - Matplotlib : a plotting library for the Python
      - SciPy : For scientific computing and technical computing.
      - Gym : a collection of test problems.
      - Scikit-learn : For machine learning with Python
      - Tensorflow : For machine learning and artificial intelligence.
      - Keras ; Provides a Python interface for artificial neural networks.
      - Seaborn : For making statistical graphics in Python.
    - Kit’s Library : a Library for Kit’s modules
- Hardware Specifications:
  - Main AIoT Controller Based on Raspberry Pi 4 Model B :
    - CPU : Broadcom BCM2711 Quad core Cortex-A72 (ARM v8) 64-bit SoC @ 1.5GHz
    - GPU :
      - Broadcom VideoCore VI
      - H.265 (4kp60 decode), H264 (1080p60 decode, 1080p30 encode)
      - OpenGL ES 3.1, Vulkan 1.0
    - RAM : 4GB LPDDR4-3200 SDRAM
    - Wi-Fi :
      - 2.4 GHz and 5.0 GHz IEEE 802.11ac wireless Dual band
      - backward compatibility to 802.11a/b/g/n
    - Bluetooth :Bluetooth 5.0, Bluetooth Low Energy (BLE)
    - Ethernet : Gigabit Ethernet 943 Mbps
    - Ports :
      - 2 x micro-HDMI 2.0 (up to 4Kp60 supported)
      - 4-pole stereo audio and composite video port
      - 2 x USB 2.0
      - 2 x USB 3.0
      - 1 x USB-C
      - Gigabit Ethernet
      - Camera Serial Interface (MIPI CSI)
      - Display Serial Interface (MIPI DSI)
    - I/O : GPIO,UART,I2C,SPI,3 Channels ADC
    - Storage : Micro-SD card slot for loading operating system and data storage
  - Included Pre-Connected Modules
    - OLED Interface :I2C
    - 4 x Switches Interface : Digital
    - Buzzer Interface : PWM
    - 8 x LED Interface : Digital
    - 2 x Pixel Display (8x8) Interface : Serial
    - Sharp Distance Sensor Interface : Analog
    - Humidity/Temperature Sensor Interface : Digital
    - Light Sensor Interface : Analog
    - Sound Sensor Interface : Digital And Analog
    - Gesture Sensor Interface : I2C
    - 2 x Potentiometer Interface : Analog