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Data communications refers to the transmission of this digital data between two or more computers and a computer network or data network is a telecommunications network that allows computers to exchange data. The physical connection between networked computing devices is established using either cable media or wireless media. The best-known computer network is the Internet.

The main principles of the Lean methodology include:

Eliminating Waste
Amplifying Learning
Deciding as Late as Possible
Delivering as Fast as Possible
Empowering the Team
Building Integrity In
Seeing the Whole

Lean development eliminates waste by asking users to select only the truly valuable features for a system, prioritize those features, and then work to deliver them in small batches. It relies on rapid and reliable feedback between programmers and customers, emphasizing the speed and efficiency of development workflows. Lean uses the idea of a work product being “pulled” via customer request. It gives decision-making authority to individuals and small teams since this has been proven to be a faster and more efficient method than a hierarchical flow of control. Lean also concentrates on the efficient use of team resources, trying to ensure that everyone is as productive as possible for the maximum amount of time. It strongly recommends that automated unit tests be written at the same time the code is written.

The main principles of the Lean methodology include:

Eliminating Waste
Amplifying Learning
Deciding as Late as Possible
Delivering as Fast as Possible
Empowering the Team
Building Integrity In
Seeing the Whole

Lean development eliminates waste by asking users to select only the truly valuable features for a system, prioritize those features, and then work to deliver them in small batches. It relies on rapid and reliable feedback between programmers and customers, emphasizing the speed and efficiency of development workflows. Lean uses the idea of a work product being “pulled” via customer request. It gives decision-making authority to individuals and small teams since this has been proven to be a faster and more efficient method than a hierarchical flow of control. Lean also concentrates on the efficient use of team resources, trying to ensure that everyone is as productive as possible for the maximum amount of time. It strongly recommends that automated unit tests be written at the same time the code is written.

Does this test have other names?
ESR, sed rate
What is this test?
Erythrocyte sedimentation rate (ESR) is a blood test. It measures how quickly erythrocytes, or red blood cells, separate from a blood sample that has been treated so the blood will not clot. During this test, a small amount of your blood will be put in an upright tube. A lab specialist will measure the rate that your red blood cells settle toward the bottom of the tube after 1 hour.
If you have a condition that causes inflammation or cell damage, your red blood cells tend to clump together. This makes them heavier, so they settle faster. The faster your red blood cells settle and fall, the higher your ESR. A high ESR tells your healthcare provider that you may have an active disease process in your body.
Why do I need this test?
You may need this test if you have symptoms of one of the diseases that may cause ESR to go up.
You may also need this test if you have already been diagnosed with a disease that causes a high ESR. The test can allow your healthcare provider to see how well you are responding to treatment.
The ESR blood test is most useful for diagnosing or monitoring diseases that cause pain and swelling from inflammation. Other symptoms may include fever and weight loss. These diseases include:


Temporal arteritis


Rheumatoid arthritis


Polymyalgia rheumatica


ESR is not used as a screening test in people who do not have symptoms or to diagnose disease because many conditions can cause it to increase. It might also go up in many normal cases. ESR doesn't tell your healthcare provider whether you have a specific disease. It only suggests that you may have an active disease process in your body.
What other tests might I have along with this test?
You may have other tests if your healthcare provider is doing this test to diagnose a disease. One of these tests is called a C-reactive protein test, or CRP. This test also measures active inflammation in the body.
Your healthcare provider may do an ESR alone if they are monitoring a disease you already have.
Because ESR tells your healthcare provider only what is happening right now, you may need to have the test repeated over time.
What do my test results mean?
Test results may vary depending on your age, gender, health history, and other things. Your test results may be different depending on the lab used. They may not mean you have a problem. Ask your healthcare provider what your test results mean for you.
ESR is measured in millimeters per hour (mm/hr). The normal values are:


0 to 15 mm/hr in men


0 to 20 mm/hr in women


ESR above 100 mm/h is most likely caused by an active disease. For instance, you may have:


A disease that causes inflammation in your body


An active infection


Cancer


Heart disease


Kidney disease


Blood disease


Diabetes


Collagen vascular disease


How is this test done?
The test is done with a blood sample. A needle is used to draw blood from a vein in your arm or hand.
Does this test pose any risks?
Having a blood test with a needle carries some risks. These include bleeding, infection, bruising, and feeling lightheaded. When the needle pricks your arm or hand, you may feel a slight sting or pain. Afterward, the site may be sore.
What might affect my test results?
Many things that are not active diseases can increase your ESR. These include:


Pregnancy


Old age


Being female


Having a menstrual period


Having recently eaten a fatty meal


Being obese


Taking certain medicines


How do I get ready for this test?
You don't need to prepare for this test. Be sure your healthcare provider knows about all medicines, herbs, vitamins, and supplements you are taking. This includes medicines that don't need a prescription and any illegal drugs you may use. Tell your healthcare provider if you ate a fatty meal recently, if you are having your period, or if you may be pregnant.

Medical Reviewers:

Chad Haldeman-Englert MD
Raymond Turley Jr PA-C
Tara Novick BSN MSN

Business Intelligence and Data Science are two of the most recurring terms in the digital era. While both of them involve the use of data, they are totally different from one another. Data Science is the bigger pool containing greater information, BI can be thought of as a part of the bigger picture. 
What is Business Intelligence?
Business Intelligence is a process of collecting, integrating, analyzing, and presenting the data. With Business Intelligence, executives and managers can have a better understanding of decision-making. This process is carried out through software services and tools.
Using Business Intelligence, organizations are able to several strategic and operational business decisions. Furthermore, BI tools are used for the analysis and creation of reports. They are also used for producing graphs, dashboards, summaries, and charts to help the business executives to make better decisions.

Regular exercise, balanced nutrition, and adequate rest all contribute to good health. People receive medical treatment to maintain the balance, when necessary. Physical well-being involves pursuing a healthful lifestyle to decrease the risk of disease.
Good health depends on a wide range of factors.
Genetic factors
A person is born with a variety of genes. In some people, an unusual genetic pattern or change can lead to a less-than-optimum level of health. People may inherit genes from their parents that increase their risk for certain health conditions.
Environmental factors
Environmental factors play a role in health. Sometimes, the environment alone is enough to impact health. Other times, an environmental trigger can cause illness in a person who has an increased genetic risk of a particular disease.
Access to healthcare plays a role, but the WHO suggests that the following factors may have a more significant impact on health than this:

where a person lives
the state of the surrounding environment
genetics
their income
their level of education
employment status

It is possible to categorize these as follows:

The social and economic environment: This may include the financial status of a family or community, as well as the social culture and quality of relationships.
The physical environment: This includes which germs exist in an area, as well as pollution levels.
A person’s characteristics and behaviors: A person’s genetic makeup and lifestyle choices can affect their overall health.

What is hematology? Hematology is the study of blood and blood disorders. Hematologists and hematopathologists are highly trained healthcare providers who specialize in diseases of the blood and blood components. These include blood and bone marrow cells.
 
What is the difference between a hematologist and a hematopathologist?


A hematologist is usually a board-certified internist, or pediatrician who has completed additional years of training in hematology. The hematologist generally focuses on direct patient care and diagnosing and managing hematologic disease, especially cancers.


A hematopathologist is usually board-certified in both anatomical and clinical pathology and has additional years of training in hematopathology. Hematopathology is not only the study of disease of the blood and bone marrow. It is also the study of the organs and tissues that use blood cells to perform their physiologic functions. These include the lymph nodes, the spleen, thymus, and other lymphoid tissue. The hematopathologist focuses on the diagnosis of conditions of the hematopoietic and lymphocyte-rich tissues. This is usually done by direct exam of tissue and blood in the lab. 

Descriptions:
 
The educator identifies one timing and scheduling accommodation for a student with a disability based on his or her individual learning strengths and needs and the barrier created by the disability.
 
Introduction
The educator uses a set of guiding questions to identify one timing and scheduling accommodation for a student with a disability based on his or her individual learning strengths and needs and the barrier created by the disability. The educator then implements the accommodation and evaluates its effectiveness.
Key Method Components
This micro-credential, one of four in the Accommodations stack, addresses timing and scheduling accommodations. These micro-credentials are consistent with the Individuals with Disabilities Education Improvement Act (IDEA) requirements, and are therefore relevant to students in grades K-12 with disabilities.
Educators should understand that students with disabilities often encounter barriers when they access the general education curriculum. The Every Student Succeeds Act (ESSA) and the Individuals with Disabilities Education Improvement Act (IDEA) require that educators provide appropriate accommodations to students with disabilities to address these barriers. Careful consideration of a student’s strengths and needs can help guide the identification and selection of an accommodation that is likely to benefit a student.