SlideShare a Scribd company logo
1 of 35
Download to read offline
http://bit.ly/PER_Sparkfun14
Open-source Hardware, Tinkering, and
Physics Education:
Integrating DIY Sensors and Data Acquisition with
Arduino
Physics Education Research (PER) Group Meeting
October 9, 2014
http://bit.ly/PER_Sparkfun14
Background / Introduction
● Spent 8 yrs working in industry
○ ADC Telecommunications
○ Ball Aerospace
○ ...
● Attended CU-Boulder - MA+ program
● Taught HS Physics / Engineering / Robotics
○ Centaurus HS (Lafayette)
○ Overland HS (Aurora)
● Now?
○ Work at Sparkfun Electronics as an Education
Engineer.
http://bit.ly/PER_Sparkfun14
What I do now?
Education Engineer at Sparkfun Electronics.
- Design and lead professional development workshops
for teachers / educators.
- Develop curriculum, activities, projects for classroom
use.
http://bit.ly/PER_Sparkfun14
Sparkfun Electronics
Started in 2003 by Nathan Seidle (CU Alum) as
a Junior in EE.
- Burned out a programming board
- Found a supplier (Olimex) in Bulgaria
- good prices, bad website, poor payment options
- Made a website
- Sparkfun was born...
http://bit.ly/PER_Sparkfun14
http://bit.ly/PER_Sparkfun14
http://bit.ly/PER_Sparkfun14
What the EDU team does here...
Promote “tinkering” and messing around with
hardware, microcontrollers, and circuits to
empower people to build and make new things!
Support formal & informal education built around
making things -- whether with code, electronics,
or physical fabrication.
http://bit.ly/PER_Sparkfun14
http://bit.ly/PER_Sparkfun14
What is Physics?
“...physics is about asking fundamental questions and
trying to answer them by observing and experimenting.”
http://bit.ly/PER_Sparkfun14
Craft Tech Inspired
Copper Tape & Basic Circuits
Using Copper Tape,
resistive ink (Bare
Conductive) to build
paper circuits provides a
1:1 analogue between
the circuit diagram and
the actual circuit.
http://bit.ly/PER_Sparkfun14
With which you can now make...
https://learn.sparkfun.com/resources/68
http://bit.ly/PER_Sparkfun14
Ohms Law & Conductivity?
http://bit.ly/PER_Sparkfun14
Copper Tape Investigations
Parallel vs. Series Circuits
Ohm’s Law →
Is the adhesive conductive?
- Design and implement an experiment w/
data to support your conclusion.
Paper PCB?
http://bit.ly/PER_Sparkfun14
Copper Tape + ATtiny85 (Arduino-
compatible 8-pin DIP)
http://bit.ly/PER_Sparkfun14
For comparison:
- Apple II : 1 MHz clock, 4K
RAM
- IBM XT (8088) : 4.77 MHz,
128K RAM
In 2005 -- Enters Arduino →
8-bit, 16 MHz Microcontroller, 32K flash, 2K EEPROM
Arduino is a low-cost, open
source, easily programmable
device → operates on as low as
3V -- 2 AA batteries
Arduino Board
“Strong Friend” Created in Ivrea, Italy
in 2005 by Massimo Banzi & David Cuartielles
Open Source Hardware
Processor
Coding is accessible & transferrable → (C++, Processing, java)
http://bit.ly/PER_Sparkfun14
Programming environment
(C / C++)
http://bit.ly/PER_Sparkfun14
Let’s try something new…
http://codebender.cc
http://bit.ly/PER_Sparkfun14
Protosnap Pro Mini
http://bit.ly/PER_Sparkfun14
Hello World!
Blinking an LED → 3 instructions (functions) to
know:
pinMode([pinNum], [INPUTOUTPUT]);
digitalWrite([pinNum], [HIGHLOW]);
delay([time_ms])
https://codebender.cc/sketch:52993
http://bit.ly/PER_Sparkfun14
Let’s see what this all looks like?
https://codebender.cc/sketch:52993
http://bit.ly/PER_Sparkfun14
Open Challenges
● How fast can you blink an LED?
How fast can you see it blink?
● Morse Code Challenge -- … --- …
● Heartbeat → Halloween is right
around the corner!
● Make a light sculpture?
http://bit.ly/PER_Sparkfun14
Dos Pueblos Engineering Academy
Light Sculpture project
http://bit.ly/PER_Sparkfun14
We’re physicists, right? Let’s talk
data...
8-bit Microcontroller → handles 8-bit, 16-bit,
and 32-bit data types:
byte / char: 0 to 255 / -128 to 127
int / unsigned int: -32,768 to 32,767
long / unsigned long: +/- 2^31
float: decimal values
http://bit.ly/PER_Sparkfun14
My first project → ReactionTimer
https://codebender.cc/sketch:51229
http://bit.ly/PER_Sparkfun14
Why I like the Reaction Timer
- Data is personally meaningful.
- Emphasizes accuracy / error /
uncertainty in measurement.
- As a tool -- it gives students to
ask more questions…
- Physics is about measurement,
observations, and patterns.
http://bit.ly/PER_Sparkfun14
What all can we do with this?
● Nature of Science: Real data is messy!
● Nature of Science: Variance / Error Analysis /
Statistics?
● Kinematics: Reaction Time vs. stopping distance
● Kinematics: Reaction Time vs. falling distance
● Add Sound -- Using tone() command and a buzzer --
does it sound make a difference?
● Other ideas? How about experimental design?
http://bit.ly/PER_Sparkfun14
“New” vocabulary / concepts for
physics teachers
- Microcontrollers
- void setup() / void loop() ???
- Vcc and GND
- Clock speeds
- Analog vs. Digital
- A/D Converter & Sampling
- Pulse Width Modulation (PWM)
http://bit.ly/PER_Sparkfun14
Other fun demos / activities:
Simiple Fading →
https://codebender.cc/sketch:53011
Button Fading →
https://codebender.cc/sketch:7977
Button Tones →
https://codebender.cc/sketch:53013
Color Mixing →
https://codebender.cc/sketch:53012
http://bit.ly/PER_Sparkfun14
A different way of drawing
circuits?
Vcc
ANALOG INPUT (A0)
GND
6 Analog Input “channels”
10-bit A/D -> resolution of
~48.9 mV
Empirical testing:
~115 uS per measure
~7.3 kHz max sampling rate
https://codebender.cc/sketch:53064
http://bit.ly/PER_Sparkfun14
RC Time Constant Meas.
https://codebender.cc/sketch:51144
Vmax = 5V
http://bit.ly/PER_Sparkfun14
All of the other stuff I didn’t talk
about...
- Integration with Arduino & Vernier.
- Robotics (mechatronics) → what better way
to teach kinematics, forces, rotational
motion?
- ATtiny85 -- the “tiny” Arduino
- Voltage vs. Current vs. Power vs. Energy
- RF  Wireless transmission  RSSI & inverse
square losses.
http://bit.ly/PER_Sparkfun14
Physics Education & Reform
Interested in piloting / researching new
methods in lab & physics education reform
- Develop new ideas and identify where these fit in
“traditional” physics (& engineering) education.
- Increase engagement & participation for ALL
students.
- Encourage, Inspire, and Motivate “tinkering,” play,
and creativity!
http://bit.ly/PER_Sparkfun14
Questions?
http://bit.ly/PER_Sparkfun14
Thank you!!!
brian.huang@sparkfun.com
@bri_huang

More Related Content

Similar to Open-source Hardware and Physics Education

Talk at the Landelijk Architecure Congress (NL)
Talk at the Landelijk Architecure Congress (NL)Talk at the Landelijk Architecure Congress (NL)
Talk at the Landelijk Architecure Congress (NL)Jonathan Carter
 
Arduino projects list about 2342 arduino list of projects use arduino for p...
Arduino projects list   about 2342 arduino list of projects use arduino for p...Arduino projects list   about 2342 arduino list of projects use arduino for p...
Arduino projects list about 2342 arduino list of projects use arduino for p...Ashraf11111
 
Data Science with Spark
Data Science with SparkData Science with Spark
Data Science with SparkKrishna Sankar
 
Syed IoT - module 5
Syed  IoT - module 5Syed  IoT - module 5
Syed IoT - module 5Syed Mustafa
 
181005_steam_mag
181005_steam_mag181005_steam_mag
181005_steam_magMihai Agape
 
Internet of Things - Technological Perspective
Internet of Things - Technological PerspectiveInternet of Things - Technological Perspective
Internet of Things - Technological PerspectiveAndri Yadi
 
Getting Started with Raspberry Pi and Arduino
Getting Started with Raspberry Pi and ArduinoGetting Started with Raspberry Pi and Arduino
Getting Started with Raspberry Pi and ArduinoChad Mairn
 
Os hardware meets os software
Os hardware meets os softwareOs hardware meets os software
Os hardware meets os softwarePaul Tanner
 
Fpga computing
Fpga computingFpga computing
Fpga computingrinnocente
 
Wireless Temperature Measurement with LabVIEW and Spartan3E
Wireless Temperature Measurement with LabVIEW and Spartan3EWireless Temperature Measurement with LabVIEW and Spartan3E
Wireless Temperature Measurement with LabVIEW and Spartan3EVincent Claes
 
Exploring and Using the Python Ecosystem
Exploring and Using the Python EcosystemExploring and Using the Python Ecosystem
Exploring and Using the Python EcosystemAdam Cook
 
The Rise of Maker Movement in Indonesia
The Rise of Maker Movement in IndonesiaThe Rise of Maker Movement in Indonesia
The Rise of Maker Movement in IndonesiaAndri Yadi
 
Using arduino and raspberry pi for internet of things
Using arduino and raspberry pi for internet of thingsUsing arduino and raspberry pi for internet of things
Using arduino and raspberry pi for internet of thingsSudar Muthu
 
Programming the Real World: Javascript for Makers
Programming the Real World: Javascript for MakersProgramming the Real World: Javascript for Makers
Programming the Real World: Javascript for Makerspchristensen
 

Similar to Open-source Hardware and Physics Education (20)

Talk at the Landelijk Architecure Congress (NL)
Talk at the Landelijk Architecure Congress (NL)Talk at the Landelijk Architecure Congress (NL)
Talk at the Landelijk Architecure Congress (NL)
 
Mag pi18 Citation "PhotoReportage"
Mag pi18 Citation "PhotoReportage"Mag pi18 Citation "PhotoReportage"
Mag pi18 Citation "PhotoReportage"
 
Arduino projects list about 2342 arduino list of projects use arduino for p...
Arduino projects list   about 2342 arduino list of projects use arduino for p...Arduino projects list   about 2342 arduino list of projects use arduino for p...
Arduino projects list about 2342 arduino list of projects use arduino for p...
 
IoT Session Thomas More
IoT Session Thomas MoreIoT Session Thomas More
IoT Session Thomas More
 
Cc internet of things @ Thomas More
Cc internet of things @ Thomas MoreCc internet of things @ Thomas More
Cc internet of things @ Thomas More
 
Data Science with Spark
Data Science with SparkData Science with Spark
Data Science with Spark
 
Syed IoT - module 5
Syed  IoT - module 5Syed  IoT - module 5
Syed IoT - module 5
 
181005_steam_mag
181005_steam_mag181005_steam_mag
181005_steam_mag
 
Internet of Things - Technological Perspective
Internet of Things - Technological PerspectiveInternet of Things - Technological Perspective
Internet of Things - Technological Perspective
 
Getting Started with Raspberry Pi and Arduino
Getting Started with Raspberry Pi and ArduinoGetting Started with Raspberry Pi and Arduino
Getting Started with Raspberry Pi and Arduino
 
Os hardware meets os software
Os hardware meets os softwareOs hardware meets os software
Os hardware meets os software
 
Fpga computing
Fpga computingFpga computing
Fpga computing
 
Wireless Temperature Measurement with LabVIEW and Spartan3E
Wireless Temperature Measurement with LabVIEW and Spartan3EWireless Temperature Measurement with LabVIEW and Spartan3E
Wireless Temperature Measurement with LabVIEW and Spartan3E
 
Exploring and Using the Python Ecosystem
Exploring and Using the Python EcosystemExploring and Using the Python Ecosystem
Exploring and Using the Python Ecosystem
 
Arduino for developers by Steve Robinson
Arduino for developers by Steve RobinsonArduino for developers by Steve Robinson
Arduino for developers by Steve Robinson
 
The Rise of Maker Movement in Indonesia
The Rise of Maker Movement in IndonesiaThe Rise of Maker Movement in Indonesia
The Rise of Maker Movement in Indonesia
 
Practicas con arduino
Practicas con arduinoPracticas con arduino
Practicas con arduino
 
Javascript on Arduino
Javascript on ArduinoJavascript on Arduino
Javascript on Arduino
 
Using arduino and raspberry pi for internet of things
Using arduino and raspberry pi for internet of thingsUsing arduino and raspberry pi for internet of things
Using arduino and raspberry pi for internet of things
 
Programming the Real World: Javascript for Makers
Programming the Real World: Javascript for MakersProgramming the Real World: Javascript for Makers
Programming the Real World: Javascript for Makers
 

More from Brian Huang

ATTiny Light Sculpture Project - Part II (MultiLEDs)
ATTiny Light Sculpture Project - Part II (MultiLEDs)ATTiny Light Sculpture Project - Part II (MultiLEDs)
ATTiny Light Sculpture Project - Part II (MultiLEDs)Brian Huang
 
ATTiny Light Sculpture Project - Part I (Setup)
ATTiny Light Sculpture Project - Part I (Setup)ATTiny Light Sculpture Project - Part I (Setup)
ATTiny Light Sculpture Project - Part I (Setup)Brian Huang
 
Setting up the Arduino ATTiny
Setting up the Arduino ATTinySetting up the Arduino ATTiny
Setting up the Arduino ATTinyBrian Huang
 
Strategies for Educators Using Microcontrollers in the Classroom
Strategies for Educators Using Microcontrollers in the ClassroomStrategies for Educators Using Microcontrollers in the Classroom
Strategies for Educators Using Microcontrollers in the ClassroomBrian Huang
 
Scratch for Data Logging and Graphing
Scratch for Data Logging and GraphingScratch for Data Logging and Graphing
Scratch for Data Logging and GraphingBrian Huang
 
Maker Science with Arduino and SparkFun Electronics @NSTA14 Boston
Maker Science with Arduino and SparkFun Electronics @NSTA14 BostonMaker Science with Arduino and SparkFun Electronics @NSTA14 Boston
Maker Science with Arduino and SparkFun Electronics @NSTA14 BostonBrian Huang
 
Pop up paper engineering - cu boulder & centaurus
Pop up paper engineering - cu boulder & centaurusPop up paper engineering - cu boulder & centaurus
Pop up paper engineering - cu boulder & centaurusBrian Huang
 
T21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMini
T21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMiniT21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMini
T21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMiniBrian Huang
 
Introduction to Arduino with ArduBlock & SparkFun LilyPad
Introduction to Arduino with ArduBlock & SparkFun LilyPadIntroduction to Arduino with ArduBlock & SparkFun LilyPad
Introduction to Arduino with ArduBlock & SparkFun LilyPadBrian Huang
 

More from Brian Huang (9)

ATTiny Light Sculpture Project - Part II (MultiLEDs)
ATTiny Light Sculpture Project - Part II (MultiLEDs)ATTiny Light Sculpture Project - Part II (MultiLEDs)
ATTiny Light Sculpture Project - Part II (MultiLEDs)
 
ATTiny Light Sculpture Project - Part I (Setup)
ATTiny Light Sculpture Project - Part I (Setup)ATTiny Light Sculpture Project - Part I (Setup)
ATTiny Light Sculpture Project - Part I (Setup)
 
Setting up the Arduino ATTiny
Setting up the Arduino ATTinySetting up the Arduino ATTiny
Setting up the Arduino ATTiny
 
Strategies for Educators Using Microcontrollers in the Classroom
Strategies for Educators Using Microcontrollers in the ClassroomStrategies for Educators Using Microcontrollers in the Classroom
Strategies for Educators Using Microcontrollers in the Classroom
 
Scratch for Data Logging and Graphing
Scratch for Data Logging and GraphingScratch for Data Logging and Graphing
Scratch for Data Logging and Graphing
 
Maker Science with Arduino and SparkFun Electronics @NSTA14 Boston
Maker Science with Arduino and SparkFun Electronics @NSTA14 BostonMaker Science with Arduino and SparkFun Electronics @NSTA14 Boston
Maker Science with Arduino and SparkFun Electronics @NSTA14 Boston
 
Pop up paper engineering - cu boulder & centaurus
Pop up paper engineering - cu boulder & centaurusPop up paper engineering - cu boulder & centaurus
Pop up paper engineering - cu boulder & centaurus
 
T21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMini
T21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMiniT21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMini
T21Con 2013 SparkFun Presentation - Arduino and ArduBlock with Protosnap ProMini
 
Introduction to Arduino with ArduBlock & SparkFun LilyPad
Introduction to Arduino with ArduBlock & SparkFun LilyPadIntroduction to Arduino with ArduBlock & SparkFun LilyPad
Introduction to Arduino with ArduBlock & SparkFun LilyPad
 

Recently uploaded

Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajanpragatimahajan3
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...Sapna Thakur
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAssociation for Project Management
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...Pooja Nehwal
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 

Recently uploaded (20)

Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajan
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across Sectors
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...Russian Call Girls in Andheri Airport Mumbai WhatsApp  9167673311 💞 Full Nigh...
Russian Call Girls in Andheri Airport Mumbai WhatsApp 9167673311 💞 Full Nigh...
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 

Open-source Hardware and Physics Education