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Just over 3 billion people are online with an estimated 17 billion connected devices or sensors. [9] That generates a large amount of data which, combined with decreasing costs of data storage, is easily available for use. Machine learning can use this as training data for learning algorithms, developing new rules to perform increasingly complex tasks.
Just over 3 billion people are online with an estimated 17 billion connected devices or sensors.  That generates a large amount of data which, combined with decreasing costs of data storage, is easily available for use. Machine learning can use this as training data for learning algorithms, developing new rules to perform increasingly complex tasks.
Just over 3 billion people are online with an estimated 17 billion connected devices or sensors. [9] That generates a large amount of data which, combined with decreasing costs of data storage, is easily available for use. Machine learning can use this as training data for learning algorithms, developing new rules to perform increasingly complex tasks.
Just over 3 billion people are online with an estimated 17 billion connected devices or sensors. That generates a large amount of data which, combined with decreasing costs of data storage, is easily available for use. Machine learning can use this as training data for learning algorithms, developing new rules to perform increasingly complex tasks.

The culture of the classroom can either support or create barriers to student success (Piffner,2011). 

Factors that foster attention, positive behavior, and academic and social success includeestablishing positive relationships with students, adopting classroom management techniques,and creating a physical arrangement that facilitates learning.
It is often a positive relationship with one teacher that facilitates school success for a studentwith ADHD (Piffner, 2011). 

When teachers connect with students and appreciate their unique skills and interests, students are more likely to strive for achievement and positively respond to classroom rules and procedures.
When using a proactive approach to classroom management, teachers support all students andcreate conditions that prepare them for learning (Piffner, 2011). 

Some strategies for positive management include clear directions, meaningful feedback, and opportunities for collaboration with peers. Here are some others.

Opportunities to RespondStudents with ADHD often have the most trouble attending during drill-and-practice assignments because of the repetitive nature of the tasks. Peer-mediated approaches such as those enumerated in the next screens are particularly effective for students with ADHD in such cases, because they increase students’ opportunities for engagement and active learning (Piffner, 2011). 

In creating peer-mediated activities, the teacher may need to choose students whoseskill levels complement each other. Students with and without attention difficulties andimpulsivity should be considered for peer partnerships.

The student could then chart her score using a computer programUse behavioral and environmental prompts to increase desired classroom behaviors. For example, pictorial prompts of students attending in class serve as a reminder of the teacher’s expectations for learning and behavior. Electronic visual aids such as interactive whiteboards and document cameras are helpful for capturing the attention of students with ADHD (Piffner, 2011).

Introduction to Computer Program
Before getting into computer programming, let us first understand computer programs and what they do.
A computer program is a sequence of instructions written using a Computer Programming Language to perform a specified task by the computer.
The two important terms that we have used in the above definition are −

Sequence of instructions
Computer Programming Language

To understand these terms, consider a situation when someone asks you about how to go to a nearby KFC. What exactly do you do to tell him the way to go to KFC?
You will use Human Language to tell the way to go to KFC, something as follows −

First go straight, after half kilometer, take left from the red light and then drive around one kilometer and you will find KFC at the right.

Here, you have used English Language to give several steps to be taken to reach KFC. If they are followed in the following sequence, then you will reach KFC −
1. Go straight
2. Drive half kilometer
3. Take left
4. Drive around one kilometer
5. Search for KFC at your right side

Now, try to map the situation with a computer program. The above sequence of instructions is actually a Human Program written in English Language, which instructs on how to reach KFC from a given starting point. This same sequence could have been given in Spanish, Hindi, Arabic, or any other human language, provided the person seeking direction knows any of these languages.
Now, let's go back and try to understand a computer program, which is a sequence of instructions written in a Computer Language to perform a specified task by the computer. Following is a simple program written in Python programming Language −
print "Hello, World!"

The above computer program instructs the computer to print "Hello, World!" on the computer screen.


A computer program is also called a computer software, which can range from two lines to millions of lines of instructions.


Computer program instructions are also called program source code and computer programming is also called program coding.


A computer without a computer program is just a dump box; it is programs that make computers active.


As we have developed so many languages to communicate among ourselves, computer scientists have developed several computer-programming languages to provide instructions to the computer (i.e., to write computer programs). We will see several computer programming languages in the subsequent chapters.
Introduction to Computer Programming
If you understood what a computer program is, then we will say: the act of writing computer programs is called computer programming.
As we mentioned earlier, there are hundreds of programming languages, which can be used to write computer programs and following are a few of them −

Java
C
C++
Python
PHP
Perl
Ruby

Uses of Computer Programs
Today computer programs are being used in almost every field, household, agriculture, medical, entertainment, defense, communication, etc. Listed below are a few applications of computer programs −


MS Word, MS Excel, Adobe Photoshop, Internet Explorer, Chrome, etc., are examples of computer programs.


Computer programs are being used to develop graphics and special effects in movie making.


Computer programs are being used to perform Ultrasounds, X-Rays, and other medical examinations.


Computer programs are being used in our mobile phones for SMS, Chat, and voice communication.


Computer Programmer
Someone who can write computer programs or in other words, someone who can do computer programming is called a Computer Programmer.
Based on computer programming language expertise, we can name a computer programmers as follows −

C Programmer
C++ Programmer
Java Programmer
Python Programmer
PHP Programmer
Perl Programmer
Ruby Programmer

Algorithm
From programming point of view, an algorithm is a step-by-step procedure to resolve any problem. An algorithm is an effective method expressed as a finite set of well-defined instructions.
Thus, a computer programmer lists down all the steps required to resolve a problem before writing the actual code. Following is a simple example of an algorithm to find out the largest number from a given list of numbers −
1. Get a list of numbers L1, L2, L3....LN
2. Assume L1 is the largest, Largest = L1
3. Take next number Li from the list and do the following
4. If Largest is less than Li
5. Largest = Li
6. If Li is last number from the list then
7. Print value stored in Largest and come out
8. Else repeat same process starting from step 3

The above algorithm has been written in a crude way to help beginners understand the concept. You will come across more standardized ways of writing computer algorithms as you move on to advanced levels of computer programming.

What is Lorem Ipsum?
Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem IpsumVedio URL : Embedded video:Table format



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Natural language processing (NLP) refers to the branch of computer science—and more specifically, the branch of artificial intelligence or AI—concerned with giving computers the ability to understand text and spoken words in much the same way human beings can.
NLP combines computational linguistics—rule-based modeling of human language—with statistical, machine learning, and deep learning models. Together, these technologies enable computers to process human language in the form of text or voice data and to ‘understand’ its full meaning, complete with the speaker or writer’s intent and sentiment. https://byjus.com/biology/flower/ 
NLP drives computer programs that translate text from one language to another, respond to spoken commands, and summarize large volumes of text rapidly—even in real time. There’s a good chance you’ve interacted with NLP in the form of voice-operated GPS systems, digital assistants, speech-to-text dictation software, customer service chatbots, and other consumer conveniences. But NLP also plays a growing role in enterprise solutions that help streamline business operations, increase employee productivity, and simplify mission-critical business processehttps://byjus.com/biology/flower/ 

The group project is a much-dreaded component of undergraduate courses, doubly so if students are expected to create their own project from scratch. However, instructors consistently return to the independent group project as an exercise that, if done properly, stimulates student inquiry and cooperation. In this post, I reflect on my experiences facilitating student-led group projects in a biology course and relate these experiences to the commonalities of independent group work across disciplines. I outline four common issues related to independent group projects, then provide the rationale for managing each issue to maximize learning outcomes.
Issue #1: Students Don’t See the Value of Independent Projects
With several classes, part-time jobs, extracurricular activities, and a social life to manage, we can imagine why undergraduates may prefer working on a prescribed project rather than one they design themselves. Independent projects require a lot of brainpower and effort, and we are all likely inclined to gravitate toward projects in which we can work on each step in a straightforward manner. Much of the work that students will encounter outside the classroom, however, requires flexibility and creativity. Using inquiry is essential to translate knowledge into new situations, and independent projects are a great opportunity to practice inquiry.
 Tips

Emphasize the real-world skills that students gain. This can be particularly valuable for students who aren’t necessarily interested in the subject matter but can see the benefits they gain in other areas, such as problem solving and managing a team.
Explain how each component of the independent project emulates a real practice in the discipline. This communicates to your students that you are putting them through this experience to help them develop their competencies, not to waste their time.
Treat every pitfall as a lesson, not as an opportunity to point out deficiencies. If something goes wrong, help the students figure out a way to move forward. Then, ask the students what they learned from the experience (e.g., how to better communicate, the value of a contingency plan, time management) and how they might strategize differently if confronted with a similar situation.

Issue #2: Designing and Conducting Independent Projects is Overwhelming
Often, the end product of an independent project seems like an unattainable goal. The concept of an independent project can provide freedom, but the lack of structure can leave students feeling lost and unsure of their path. They key for instructors is to provide structure (e.g., schedules, formatting guidelines) without stifling opportunities for students to be creative and take charge of their own learning. 
Tips

Break down the project into manageable goals. Create a guide for students that details out the specific steps that lead to the end product, which includes due dates for smaller components of the project. This will help students feel competent as they achieve each small task and to better manage their time.
Provide iterative feedback. If the only evaluation students receive on their work is their final project grade, they don’t have the opportunity to improve and learn along the way. Checking in with students as they reach each small goal allows both students and instructor to keep track of progress and to make adjustments if a group has gotten off-course.
Take time in class to praise students for their progress. Students may have trouble perceiving their accomplishments, so bringing them up will help to increase student confidence moving forward with the project.
Help groups work through challenges in a structured manner. Ask groups to bring up challenges they have encountered lately, and run a brainstorming session with the entire class to overcome these challenges. Often, other groups will have encountered similar challenges, so working through them together helps students feel more competent and build a sense of community among classmates.

Issue #3: Group Members do not Contribute Equally
A common issue in group projects is that some students don’t have the time or interest to fully participate. This puts an undue burden on the other group members, who must take on a larger role in the project than intended. Instructors can minimize the incentive to “slack off” and create strategies for teams to manage uncooperative group members.
Tips

Have students create a team contract. Provide students with a general template for a group contract with space to detail procedures for written communication among teammates, goals for the project, and consequences for group members who don’t pull their weight. All students should contribute to the creation of the contract and sign it. If an issue arises at any point during the project, the group has a clear path forward to correct the issue.
Build in opportunities for every member to contribute. The threat of being held individually accountable is often enough motivation for students to pull their weight. Take time in class to consult with each group individually or run brainstorming sessions with the entire class, asking individual students to share their experience or discuss project results.

Issue #4: Group Members Have Disparate Goals
Group projects can be frustrating if students clash with teammates due to differing interests or goals. While it’s impossible to remove all disagreement among group members, creating a positive collaborative atmosphere can help students discuss and pursue their goals in a supportive manner. 
Tips

Form groups based on mutual interests. Ask students to sit in different sections of the classroom based on potential project topics, then organize the students into groups based on their “interest zone.” An added bonus to this approach is that student groups will automatically have something in common, which can help them form social bonds and increase the enjoyment of working together.
Make time at the start of the project for students to discuss goals. Talking about how the project might relate to their goals for the course, their undergraduate education, and/or their career helps students understand the motivations of their teammates. When group members understand each other’s motivations, they can adjust their expectations and support the achievement of a variety of goals.

While your students may not enjoy the long hours, issues with teammates, and frustrations that accompany the independent group project, they may come to appreciate the lessons learned from their experiences. An example of working through a road block on their project could become a scenario they describe in a job interview. Dealing with an uncooperative group member could inform their approach to team management in their career. Engaging in inquiry could become the foundation for a student’s decision to pursue graduate school. Keep these outcomes in mind, and make every effort to put a positive spin on student progress.

Further Reading
Guide: “What are Best Practices for Designing Group Projects?” from Carnegie Mellon University. https://www.cmu.edu/teaching/designteach/design/instructionalstrategies/groupprojects/design.html
Guide: “Group Work: Using Cooperative Learning Groups Effectively” from Vanderbilt University. https://cft.vanderbilt.edu/guides-sub-pages/setting-up-and-facilitating-group-work-using-cooperative-learning-groups-effectively/
Guide: “Successful Group Projects” from University of Leicester. https://www2.le.ac.uk/offices/ld/resources/study/group-projects
Article: Creating Positive Group Project Experiences by Chapman and van Auken. http://journals.sagepub.com/doi/abs/10.1177/0273475301232005

Augmented reality (AR) is an interactive experience of a real-world environment where the objects that reside in the real world are enhanced by computer-generated perceptual information, sometimes across multiple sensory modalities, including visual, auditory, haptic, somatosensory and olfactory.