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CNN is a multi-layered neural network with a unique architecture designed to extract increasingly complex features of the data at each layer to determine the output. CNN's are well suited for perceptual tasks.

CNN is mostly used when there is an unstructured data set (e.g., images) and the practitioners need to extract information from it
For instance, if the task is to predict an image caption:

The CNN receives an image of let's say a cat, this image, in computer term, is a collection of the pixel. Generally, one layer for the greyscale picture and three layers for a color picture.
During the feature learning (i.e., hidden layers), the network will identify unique features, for instance, the tail of the cat, the ear, etc.
When the network thoroughly learned how to recognize a picture, it can provide a probability for each image it knows. The label with the highest probability will become the prediction of the network.

Practice self-forgiveness: For starters, don’t beat yourself up too hard. Self-forgiveness can help you feel better about yourself. In fact, it lowers the likelihood of future procrastination.


Reward yourself: If you manage to complete your tasks on time, treat yourself to a nice meal at a restaurant or something similar.
Turn off your phone: This one may sound redundant, yet if you delve deeper and look at the University of Chicago's study on cellphones, which shows that even the mere presence of a wireless device badly impacts our cognitive capacity, you might want to reconsider.
Day-to-day organizing, task prioritizing, and planning ahead are primary time management skills essential for using your time wisely. You should be able to assign levels of importance to different tasks, devise solid plans for their accomplishment, and stick to the strict schedules you set for yourself.



Seemingly unrelated parts of your life, such as regular exercise, eating healthy and getting enough sleep, directly impact your overall efficiency and hence your ability to manage your time. These can be called secondary time management skills.
Effective time management helps you organize your daily activities around your priorities. So, before you start working on improving your time management skills, take some time to identify your key and secondary priorities.
When you're clear on what is most important to you, you can start discovering your preferred method for organizing your time. One effective method you could use is the Eisenhower Matrix.
A variety of time management software exists to help you out in organizing tasks and tracking your overall productivity. Two very helpful tools are Rescuetime and Toggle Track.
To make the best use of your time, you should focus on both core and secondary skills that we've discussed (including your overall health and stress levels).
When you master effective time management, you shall enjoy more time for yourself, reduced stress, enhanced work-life balance, and more stamina to start achieving your dreams!
Effective time management helps you organize your daily activities around your priorities. So, before you start working on improving your time management skills, take some time to identify your key and secondary priorities.
 

Many foods are both healthy and tasty. By filling your plate with fruits, vegetables, quality protein sources, and other whole foods, you’ll have meals that are colorful, versatile, and good for you.
 
Here are 50 healthy and delicious to include in your diet.



1–6: Fruits and berries

Fruits and berries are popular health foods.
They are sweet, nutritious, and easy to incorporate into your diet because they require little to no preparation.
1. Apples
Apples contain fiber, vitamin C, and numerous antioxidants. They are very filling and make the perfect snack if you’re hungry between meals.
2. Avocados
Avocados are different from most other fruits because they contain lots of healthy fat. They are not only creamy and tasty but also high in fiber, potassium, and vitamin C. Swap mayonnaise for avocado as a salad dressing, or spread it on toast for breakfast.
3. Bananas
Bananas are a good source of potassium. They’re also high in vitamin B6 and fiber and are convenient and portable.
4. Blueberries
Blueberries are both delicious and high in antioxidants.
5. Oranges
Oranges are well known for their vitamin C content. What’s more, they’re high in fiber and antioxidants.
6. Strawberries
Strawberries are highly nutritious and low in both carbs and calories.
They provide vitamin C, fiber, and manganese and make a delicious dessert.
Other healthy fruits
Other healthy fruits and berries include cherries, grapes, grapefruit, kiwi, lemons, mangoes, melons, olives, peaches, pears, pineapples, plums, and raspberries.

7. Eggs

Eggs are highly nutritious.
Once demonized for being high in cholesterol, expertsTrusted Source now see them as a useful source of protein that may have various benefits.






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Cloud computing Intro:
Cloud computing is the delivery of different services through the Internet. These resources include tools and applications like data storage, servers, databases, networking, and software.
Cloud computing is a popular option for people and businesses for a number of reasons including cost savings, increased productivity, speed and efficiency, performance, and security.

Many foods are both healthy and tasty. By filling your plate with fruits, vegetables, quality protein sources, and other whole foods, you’ll have meals that are colorful, versatile, and good for you.
 
Here are 50 healthy and delicious to include in your diet.



1–6: Fruits and berries

Fruits and berries are popular health foods.
They are sweet, nutritious, and easy to incorporate into your diet because they require little to no preparation.
1. Apples
Apples contain fiber, vitamin C, and numerous antioxidants. They are very filling and make the perfect snack if you’re hungry between meals.
2. Avocados
Avocados are different from most other fruits because they contain lots of healthy fat. They are not only creamy and tasty but also high in fiber, potassium, and vitamin C. Swap mayonnaise for avocado as a salad dressing, or spread it on toast for breakfast.
3. Bananas
Bananas are a good source of potassium. They’re also high in vitamin B6 and fiber and are convenient and portable.
4. Blueberries
Blueberries are both delicious and high in antioxidants.
5. Oranges
Oranges are well known for their vitamin C content. What’s more, they’re high in fiber and antioxidants.
6. Strawberries
Strawberries are highly nutritious and low in both carbs and calories.
They provide vitamin C, fiber, and manganese and make a delicious dessert.
Other healthy fruits
Other healthy fruits and berries include cherries, grapes, grapefruit, kiwi, lemons, mangoes, melons, olives, peaches, pears, pineapples, plums, and raspberries.

7. Eggs

Eggs are highly nutritious.
Once demonized for being high in cholesterol, expertsTrusted Source now see them as a useful source of protein that may have various benefits.






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Effective Management Information System:
Essential characteristics of an effective management information system are 1. MIS is management-oriented 2. MIS is developed under the direction of management 3. MIS is an integrated system 4. common data flow 5. MIS is based upon the future needs of the business 6. MIS is composed of sub-systems 7. MIS requires flexibility 8. distributed data processing and 9. MIS is mostly computerized.
Management Information System is established in an organization to provide relevant information to the managers to operate effectively and efficiently.
1. MIS is management-oriented:
The design of MIS starts with an appraisal of the information needs of the management. The system is usually designed from top to bottom. However, this does not mean that MIS fulfills the information needs of top management only.
 
It only implies that the information needs of the top management will serve as a basis for the assessment of the information needs of lower-level managers. In every case, the system should be designed to cater to the information needs of all levels of management.
2. MIS is developed under the direction of management:
Because of the management orientation of MIS, it is imperative that the management of an organization actively directs the development and establishment of the MIS in an organization.
It is rare to find an MIS where the manager himself, or a high-level representative of his department, is not spending a good deal of time in the system design.
 

Web Content Accessibility Guidelines (WCAG) 2.2 defines how to make Web content more accessible to people with disabilities. Accessibility involves a wide range of disabilities, including visual, auditory, physical, speech, cognitive, language, learning, and neurological disabilities. Although these guidelines cover a wide range of issues, they are not able to address the needs of people with all types, degrees, and combinations of disability. These guidelines also make Web content more usable by older individuals with changing abilities due to aging and often improve usability for users in general.
WCAG 2.2 is developed through the W3C process in cooperation with individuals and organizations around the world, with a goal of providing a shared standard for Web content accessibility that meets the needs of individuals, organizations, and governments internationally. WCAG 2.2 builds on WCAG 2.0 [WCAG20] and WCAG 2.1 [WCAG21], which in turn built on WCAG 1.0 [WAI-WEBCONTENT] and is designed to apply broadly to different Web technologies now and in the future, and to be testable with a combination of automated testing and human evaluation. For an introduction to WCAG, see the Web Content Accessibility Guidelines (WCAG) Overview.
Significant challenges were encountered in defining additional criteria to address cognitive, language, and learning disabilities, including a short timeline for development as well as challenges in reaching consensus on testability, implementability, and international considerations of proposals. Work will carry on in this area in future versions of WCAG. We encourage authors to refer to our supplemental guidance on improving inclusion for people with disabilities, including learning and cognitive disabilities, people with low-vision, and more.
Web accessibility depends not only on accessible content but also on accessible Web browsers and other user agents. Authoring tools also have an important role in Web accessibility. For an overview of how these components of Web development and interaction work together, see:

Essential Components of Web Accessibility
User Agent Accessibility Guidelines (UAAG) Overview
Authoring Tool Accessibility Guidelines (ATAG) Overview

Where this document refers to WCAG 2 it is intended to mean any and all versions of WCAG that start with 2.

Why a Scientific Format?
The scientific format may seem confusing for the beginning science writer due to its rigid structurewhich is so different from writing in the humanities.
One reason for using this format is that it is ameans of efficiently communicating scientific findings to the broad community of scientists in a uniform manner. Another reason, perhaps more important than the first, is that this format allows the paper to be read at several different levels.
For example, many people skim Titles to find out what information is available on a subject. Others may read only titles and Abstracts. Those wanting to go deeper may look at the Tables and Figures in the Results, and so on. The take home point here is that the scientific format helps to insure that at whatever level a person reads your paper (beyondtitle skimming), they will likely get the key results and conclusions.