Index
A
Analog/digital signals
B
Binomial distribution
Boston housing price dataset
corr function
features
histogram plots
RM/LSTAT vs. MEDV
scatter plot
C
Camera serial interface (CSI)
Clustering
SeeK-Means Clustering
Continuous time signal/continuous signal
D
Data acquisition systems
analog signal
components
digital signals
sensors
Data analysis
Data science
acquisition
artificial intelligence techniques
automation
categorization
cloud computing
concepts
data types
edge devices
natural language processing
preparation
analysis techniques
cleaning
duplicates
human/machines errors
missing values
modeling/algorithms
outlier data
processing
stage
transformation
visualization tools
processes
quantitative data
Raspberry Pi
report generation/decision-making
requirements
structured data
trends
unstructured data
Data transmission/transfer
Arduino/Raspberry Pi
Arduino code
Raspberry Pi Python code
GPIO pins
parallel/serial communication
USB cable
Discrete-time/deterministic signals
E, F
Edge computing
computing power
devices
self-driving cars
Exploratory data analysis (EDA)
Boston housing price dataset
column modifications
dataset
describe() function
statistical analysis
binomial distribution
normal distribution
numerical data
probabilities
uniform distribution
G
General-purpose input/output (GPIO)
controlling process
input signals
outputs
pinout reference
pins
sensors
analog signals
digital output data
low/high inputs
reading process
H
High-Definition Multimedia Interface (HDMI)
Human emotion classification
I
Image data
Camera configuration
computer vision systems
data analysis
averaging filter
captured image
grayscale
histogram
edge detection
interfacing options
lsusb command
object detection
identification
multibox architecture
output image
Python environment
single-shot multibox detector
source code
Raspberry Pi board
software configuration tool window
webcam
Industry 4.0
barcode/QR code scanner
block diagram
collecting data
file transfer (computers)
command window
Raspberry Pi graphical desktop
remote access
remote desktop
VNC viewer
industry data
localized cloud approach
framework
remote access
overview
real-time sensor data
vision camera systems
visualization
Integrated development and learning environment (IDLE)
interactive mode
run module
script file window
Integrated development environment (IDE)
comments
IDLE
Jupyter Notebook
PyCharm
spyder
Internet of Things (IoT)
Interquartile range (IQR)
J
Jupyter Notebook
K
K-Means Clustering
algorithm
approaches
data points
features
meaning
NumPy array
outliers
source code
L
latency to amplitude ratio (LAR)
Learning data
clustering
regression
actual output variable vs. estimated linear model
clusters vs. inertia
input/output variable
linear regression model
mean square error (MSE)
OLS method
OL square method
principal component analysis
Scikit-Learn (linear regression)
square method
reinforcement learning model
supervised/unsupervised learning
M
Machine learning
Scikit-Learn
TensorFlow
Matplotlib package
bar charts
histogram
line plot
pie charts
scatter plot
Methodology
brain function
data collection process
dataset
exploratory data analysis
histogram
human emotion dataset features
learning models
MindWave mobile vs. Bluetooth
unstructured/structured dataset
worldwide recognized database
N
Natural language processing (NLP)
Negative temperature coefficient (NTC)
Nondeterministic signal/random signal
Normal distribution
deviation
different mean values
empirical rule
norm.pdf function
probability density function (pdf)
standard values
O
Operating system (OS)
P, Q
Pandas functions
Peak time window (PPT)
Preparation process (data)
Boolean indexing
DataFrame
cleaning process
CSV file
duplicate entries
data structure
Excel data files
handling missing values
inappropriate values
outliers
quarters
URL data
Z-score
mathematical operations
Pandas/data structures
dataframes/series
data structure
installation
series
Python programming
control flow statements
data scientists
data types
Boolean variables
complex numbers
floating-point numbers
integer (int)
numeric data types
numeric operations
sequence
exception handling
functions
IDE
SeeIntegrated development environment (IDE
if control statement
elif…else statement
for loop
if-else statement
iteration
range() function
syntax
while/for loops
libraries
data analysis
flatten() function
NumPy/SciPy
pandas
Scikit-Learn
TensorFlow
R
Random access memory (RAM)
Raspberry Pi
cloud computing
connectivity
coral USB accelerator
desktop computer
edge
SeeEdge computing
enclosure cases
external hard disk drives
GPIO
SeeGeneral-purpose input/output (GPIO
hardware
imager software
interface
languages (Scratch/Python)
localized cloud
microSD memory card
keyboard/mouse
storing data
thin metal slot
USB ports
monitor
operating system
physical computing
power supply
random access memory
Raspberry Pi 1/2/3/4 model
soil moisture sensors
system on a chip (SoC)
temperature/humidity sensor
Ultrasonic sensors
versions
web cameras
Zero W/WH
Real-time data (RTD)
Rectangular distribution
SeeUniform distribution
Reinforcement learning model
S
Scientific computation
Scikit-Learn library
SciPy library
Sensors
data acquisition
SeeData acquisition systems
GPIO pins
temperature/humidity
ultrasonic sensors
Sequence data types
dictionaries (dict)
list operations
set operation
string (str)
tuples
type conversion
Serial Peripheral Interface (SPI) protocol
Series
Signal processing
analog/digital signals
camera
Pi camera
web camera
continuous-time/discrete-time signals
CSV format
data acquisition
data files
dataframe
data transmission/transfer
date/time
deterministic/non-deterministic signal
electrical signals
gathering real-time data
memory requirements
RAM
storage
one-dimensional/multidimensional signals
Pandas
real-time analytics/environment
temperature/humidity sensor
time series data
two-dimensional signal
Excel .xlsx file
Soil moisture sensors
Spyder
System on a chip (SoC)
T
Temperature/humidity sensor
Time series data
Trillion operations (tera-operations) per second (TOPS)
U
Ultrasonic sensors
Uniform distribution
V, W, X, Y
Virtual Network Computing (VNC)
graphical server
remote desktop
viewers
Visualization
Matplotlib
SeeMatplotlib package
overview
plots/packages
Z
Z-score
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