The document discusses various topics related to sleep including sleep stages, brain waves during sleep, sleep disorders, effects of sleep on children, dreaming, and factors that influence sleep like drugs and diet. It notes that sleep involves alternating periods of REM and non-REM sleep. Non-REM sleep progresses from stages 1 to 3, then back to 2 before entering REM sleep. Brain waves measured during sleep include alpha, beta, theta, gamma and delta waves which correspond to different sleep stages. Common sleep disorders include insomnia, sleep apnea, narcolepsy and circadian rhythm disorders.
it explain about definition of sleep, normal sleep, sleep disturbance, causes of sleep disturbance, management therapy, nursing therapy and its effect om normal life.
it explain about definition of sleep, normal sleep, sleep disturbance, causes of sleep disturbance, management therapy, nursing therapy and its effect om normal life.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
2. Sleep is a state of reduced mental and
physical activity, in which
consciousness is altered, and sensory
activity is inhibited to a certain extent.
During sleep, there is a decrease in
muscle activity, and interactions with
the surrounding environment are
significantly reduced. While sleep is
different from wakefulness in terms of
the ability to react to stimuli, it still
3. Sleep occurs in repeating periods, in
which the body alternates between
two distinct modes: REM sleep and
non-REM sleep. Although REM
stands for “rapid eye movement”,
this mode of sleep has many other
aspects, including virtual paralysis of
the body.[citation needed] Dreams
are a succession of images, ideas,
emotions, and sensations that
4. These are vital processes that maintain
mood, memory, and cognitive function,
and play a large role in the function of
the endocrine and immune
systems.The internal circadian clock
promotes sleep daily at night. The
diverse purposes and mechanisms of
sleep are the subject of substantial
ongoing research. Sleep is a highly
5. Humans may suffer from various sleep
disorders, including dyssomnias such as
insomnia, hypersomnia, narcolepsy, and
sleep apnea; parasomnias such as
sleepwalking and rapid eye movement
sleep behavior disorder; bruxism; and
circadian rhythm sleep disorders. The use
of artificial light has substantially altered
humanity’s sleep patterns. Common
sources of artificial light include outdoor
lighting and the screens of electronic
6. The most pronounced physiological
changes in sleep occur in the brain.
The brain uses significantly less
energy during sleep than it does when
awake, especially during non-REM
sleep. In areas with reduced activity,
the brain restores its supply of
adenosine triphosphate (ATP), the
molecule used for short-term storage
Physiology
7. Sleep increases the sensory
threshold. In other words,
sleeping persons perceive
fewer stimuli, but can generally
still respond to loud noises and
other salient sensory events.
During slow-wave sleep,
humans secrete bursts of
8. Key physiological methods for
monitoring and measuring changes
during sleep include
electroencephalography (EEG) of
brain waves, electrooculography
(EOG) of eye movements, and
electromyography (EMG) of skeletal
muscle activity. Simultaneous
collection of these measurements is
called polysomnography, and can be
9. The electrical activity seen on an EEG
represents brain waves. The amplitude
of EEG waves at a particular frequency
corresponds to various points in the
sleep-wake cycle, such as being asleep,
being awake, or falling asleep.Alpha,
beta, theta, gamma, and delta waves are
all seen in the different stages of sleep.
Each waveform maintains a different
frequency and amplitude. Alpha waves
Brain Waves in
sleep
10. Beta waves take over alpha waves when a
person is at attention, as they might be
completing a task or concentrating on
something. Beta waves consist of the
highest of frequencies and the lowest of
amplitude, and occur when a person is
fully alert. Alpha and beta waves are the
only waves seen when a person is in an
awake state. Gamma waves are seen
when a person is highly focused on a task
11. Sleep is divided into two broad types: non-rapid
eye movement (non-REM or NREM) sleep and rapid
eye movement (REM) sleep. Non-REM and REM
sleep are so different that physiologists identify
them as distinct behavioral states. Non-REM sleep
occurs first and after a transitional period is called
slow-wave sleep or deep sleep. During this phase,
body temperature and heart rate fall, and the brain
uses less energy. REM sleep, also known as
Rem and non rem
12. The sleep cycle of alternate NREM and REM
sleep takes an average of 90 minutes,
occurring 4–6 times in a good night’s sleep.
The American Academy of Sleep Medicine
(AASM) divides NREM into three stages: N1,
N2, and N3, the last of which is also called
delta sleep or slow-wave sleep. The whole
period normally proceeds in the order: N1 →
N2 → N3 → N2 → REM. REM sleep occurs as
a person returns to stage 2 or 1 from a deep
sleep.There is a greater amount of deep sleep
13. Awakening can mean the end of sleep, or
simply a moment to survey the
environment and readjust body position
before falling back asleep. Sleepers
typically awaken soon after the end of a
REM phase or sometimes in the middle of
REM. Internal circadian indicators, along
with a successful reduction of
Awake
ning
Awakening
14. On a typical night of sleep, there is not
much time that is spent in the waking
state. In various sleep studies that have
been conducted using the
electroencephalography, it has been found
that females are awake for 0-1% during
their nightly sleep while males are awake
for 0-2% during that time. In adults,
wakefulness increases, especially in later
cycles. One study found 3% awake time in
15. Today, many humans wake up with an
alarm clock; however, people can also
reliably wake themselves up at a
specific time with no need for an
alarm.Many sleep quite differently on
workdays versus days off, a pattern
which can lead to chronic circadian
desynchronization. Many people
regularly look at television and other
screens before going to bed, a factor
16. Human sleep-needs vary by age and
amongst individuals; sleep is considered to
be adequate when there is no daytime
sleepiness or dysfunction. Moreover, self-
reported sleep duration is only moderately
correlated with actual sleep time as
measured by actigraphy, and those affected
with sleep state misperception may typically
report having slept only four hours despite
Ideal
duration
Ideal duration
17. Sleep difficulties are furthermore associated
with psychiatric disorders such as
depression, alcoholism, and bipolar
disorder.up to 90 percent of adults with
depression are found to have sleep
difficulties. Dysregulation detected by EEG
includes disturbances in sleep continuity,
decreased delta sleep and altered REM
patterns with regard to latency, distribution
across the night and density of eye
movements.
18.
19. The time infants reach the age of two,
their brain size has reached 90 percent of
an adult-sized brain; a majority of this
brain growth has occurred during the
period of life with the highest rate of
sleep. The hours that children spend
asleep influence their ability to perform
on cognitive tasks. Children who sleep
Children
20. Sleep also influences language development. To
test this, researchers taught infants a faux
language and observed their recollection of the
rules for that language.Infants who slept within
four hours of learning the language could
remember the language rules better, while
infants who stayed awake longer did not recall
those rules as well. There is also a relationship
between infants’ vocabulary and sleeping:
infants who sleep longer at night at 12 months
21. Children can greatly benefit from a
structured bedtime routine. This can look
differently among families, but will generally
consist of a set of rituals such as reading a
bedtime story, a bath, brushing teeth, and
can also include a show of affection from the
parent to the child such a hug or kiss before
bed. A bedtime routine will also include a
consistent time that the child is expected to
22.
23. During sleep, especially REM sleep, humans
tend to experience dreams. These are elusive
and mostly unpredictable first-person
experiences which seem logical and realistic
to the dreamer while they are in progress,
despite their frequently bizarre, irrational,
and/or surreal qualities that become apparent
when assessed after waking. Dreams often
seamlessly incorporate concepts, situations,
Dream
ing
24. Dreams tend to rapidly fade from memory
after waking. Some people choose to keep a
dream journal, which they believe helps them
build dream recall and facilitate the ability to
experience lucid dreams.
A lucid dream is a type of dream in which the
dreamer becomes aware that they are
dreaming while dreaming. In some
experiments, dreamers were able to
25. People have proposed many hypotheses about the
functions of dreaming. Sigmund Freud postulated that
dreams are the symbolic expression of frustrated
desires that have been relegated to the unconscious
mind, and he used dream interpretation in the form of
psychoanalysis in attempting to uncover these
desires.
Counterintuitively, penile erections during sleep are
not more frequent during sexual dreams than during
other dreams. The parasympathetic nervous system
26. John Allan Hobson and Robert McCarley
propose that dreams are caused by the
random firing of neurons in the cerebral
cortex during the REM period. Neatly, this
theory helps explain the irrationality of the
mind during REM periods, as, according to
this theory, the forebrain then creates a
story in an attempt to reconcile and make
sense of the nonsensical sensory
information presented to it. This would
27. Insomnia is a general term for difficulty falling
asleep and/or staying asleep. Insomnia is the most
common sleep problem, with many adults reporting
occasional insomnia, and 10–15% reporting a
chronic condition. Insomnia can have many different
causes, including psychological stress, a poor sleep
environment, an inconsistent sleep schedule, or
excessive mental or physical stimulation in the
hours before bedtime. Insomnia is often treated
through behavioral changes like keeping a regular
Insomnia
Insomnia
28. There is insufficient evidence to draw
detailed conclusions about the relationship
between exercise and sleep.
Nonbenzodiazepine sleeping medications
such as Ambien, Imovane, and Lunesta (also
known as “Z-drugs”), while initially believed
to be better and safer than earlier
generations of sedatives — including
benzodiazepine drugs — are now known to
be almost entirely the same as
benzodiazepines in terms of their
29. Drugs which induce sleep, known as hypnotics,
include benzodiazepines (although these interfere
with REM); Nonbenzodiazepine hypnotics such as
eszopiclone (Lunesta), zaleplon (Sonata), and
zolpidem (Ambien); antihistamines such as
diphenhydramine (Benadryl) and doxylamine;
alcohol (ethanol), (which exerts an excitatory
rebound effect later in the night and intereferes with
REM) barbiturates (which have the same problem)
melatonin (a component of the circadian clock) and
cannabis (which may also interfere with REM).
Some opioids (including morphine, codeine, heroin,
Drugs and diet
30. Some drugs may alter sleep architecture
without inhibiting or inducing sleep. Drugs
that amplify or inhibit endocrine and
immune system secretions associated with
certain sleep stages have been shown to
alter sleep architecture. The growth
hormone releasing hormone receptor
agonist MK-677 has been shown to
increase REM in older adults as well as
31. Dietary and nutritional choices may affect
sleep duration and quality. One 2016 review
indicated that a high-carbohydrate diet
promoted a shorter onset to sleep and a
longer duration of sleep than a high-fat diet.
A 2012 investigation indicated that mixed
micronutrients and macronutrients are
needed to promote quality sleep. A varied
diet containing fresh fruits and vegetables,
low saturated fat, and whole grains may be