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Here's the step by step guide for Data Science Interview Process The Interview process begins directly from the point you begin investigating the various job positions that allure you. Furthermore, it goes up to the stage of in-person (face to face) interviews. Remember that this is a crucial interview procedure. You probably won't need to experience every single step in your interview procedure. Comprehend and follow the Different Roles, Skills and Interviews Update your Resume and Start Applying! Telephonic Screening Clearing the Assignments In-Person Interaction(s) Post-Interview Steps The above-mentioned steps will be helpful all through your Interview preparation! Know about different Roles, Skills and Interviews in Data Science The main thing you need to comprehend is that there are many jobs in the data science environment. An average data science project has a life cycle. A data scientist is just one part of an effective data science project. Let's check out a quick run-through of different data Scientist job roles. Data Scientist Business Analyst Data Analyst Data Visualizer Analyst Data Science Manager Data Architect AI Engineer PC Vision Engineer You need to have great correspondence and critical thinking skills. You need not know Python and technicals skills. A data architect will probably be tested on his/her programming skills. Get prepared as per the company's expectations. Prepare for the interviews- Create your Digital presence Over 80% of employers we addressed revealed that they check an applicant's LinkedIn profile. Recruiters need to crosscheck and assure the claims made in the resume are genuine or not. You ought to have a LinkedIn profile. It ought to be updated and enhanced by the role(s) you're applying for. Make a GitHub account. Writing computer programs is a crucial task in the data science job role. Transferring your code and ventures to GitHub helps the recruiters see your work directly. Regularly

post from Half an Hour: excellent explanation of how connectivist moocs work, what the difference is between them and x or wrapped moocs and what open is In this presentation Stephen Downes addresses the question of how massive open online courses (MOOCs) will impact the future of distance education. The presentation considers in some detail the nature and purpose of a MOOC in contrast with traditional distance education. He argues that MOOCs represent the resurgence of community-based learning and will describe how distance education institutions will share MOOCs with each other and will supplement online interaction with community-based resources and services. The phenomenon of 'wrapped MOOCs' will be described, and Downes will outline several examples of local support for global MOOCs. 

With regard to marriage, a large portion of the general population still accepts and pursues the customary methods for hunting a husband to be and lady of the hour down matchmaking. Be that as it may, as the things are transforming you can likewise observe and see a striking change in various procedures. In the event that you would prefer not to pursue the conventional method for looking through the lady of the hour and man of the hour then you can search for Aggarwal girls and boys to be in Aggarwal marital locales. Apnahumsafar.com is one of the leading Aggarwal matrimonial in Punjab where you can scan for Aggarwal young boys and young girls for marriage. In India, distinctive networks have diverse services. Wedding customs are considered as lifetime occasions which you love; recollect for a mind-blowing duration since it is a critical occasion of once life. Aggarwal people group has a place with significantly North Indian districts and Aggarwal wedding ceremonies are rich with conventions. The wedding festivity stretches out to a couple of days or as long as seven days. Aggarwal Matrimonial Their wedding isn't just about the girl of the hour and the boy of the hour. In addition, it is building a long-lasting bond between the two families. Their matrimony services are one of a kind and convey their very own significance. All the Aggarwal matrimony ceremonies are structured delightfully that they hold extraordinary noteworthiness and importance in your life. Here at apnahumsafar.com, we investigate distinctive services of the Aggarwal wedding style on with Hindu marriage customs. Aggarwal marriage venture: Aggarwal matchmaking for a wedding is done or their marriage is commonly fixed by the guardians. The similarity of the girl of the hour and boy to be is, for the most part, assessed and rated based on their horoscope coordinate making. Their wedding is loaded with customs and ceremonies which makes it brimming with fervor and life. Mudha-Tikka fun

Navratri, a vibrant and spiritually significant festival, is celebrated with immense enthusiasm and fervor across India. This nine-night festival, dedicated to the worship of Goddess Durga, brings people together to revel in devotion, music, dance, and traditional rituals. In this blog, Apnahumsafar.com takes you on a journey into the heart of Navratri celebrations, exploring its cultural significance and the joy it brings to people's lives. Navratri: The Festival of Nine Nights Navratri, which means "nine nights," is celebrated in the Hindu calendar month of Ashwin (usually September or October). It marks the triumph of Goddess Durga over the buffalo demon Mahishasura, symbolizing the victory of good over evil. The Significance of Navratri: Devotion and Worship: Navratri is a time for devotees to seek the blessings of Goddess Durga, who represents feminine power and divine strength. Devotees fast, pray, and perform aarti (ritual worship) to honor the goddess. Dance and Music: Navratri is renowned for its vibrant Garba and Dandiya Raas dances. People of all ages come together to dance in circles, accompanied by lively music. These dances symbolize the joy of life and the victory of good over evil. The Colors of Navratri: Each day of Navratri is associated with a specific color, and devotees wear clothes in those colors to symbolize their devotion. The colors include: Day 1 (Pratipada): Yellow Day 2 (Dwitiya): Green Day 3 (Tritiya): Grey Day 4 (Chaturthi): Orange Day 5 (Panchami): White Day 6 (Sashti): Red Day 7 (Saptami): Royal Blue Day 8 (Ashtami): Pink Day 9 (Navami): Purple Navratri Celebrations with Apnahumsafar: At Apnahumsafar.com, we understand the significance of cultural celebrations like Navratri. Festivals are an opportunity to connect with your roots, meet new people, and forge meaningful relationships. Whether you're looking for a life partner to share in these joyful celebrations or seeking adv

Martin Ingram Virtually Everything More posts | Read bio December 28, 2010 - 3:09 P.M. The economics of desktop virtualization 4 Comments TAGS:desktop virtualization, enterprise, finance, government, healthcare, hosted desktop virtualization, PC IT TOPICS:Cloud Computing, Cybercrime & Hacking, Desktop Apps, Emerging Technology, Healthcare IT, Laptops & Netbooks, Virtualization, Windows With Thanksgiving and Christmas behind us and the New Year upon us, it is time to take stock and see what changed for desktop virtualization in 2010.  One thing is very clear: We have moved from desktop virtualization being 'about to take off' to 'has taken off' -- the evidence for this is pretty clear in the number of licenses sold. With volumes sold in the low millions, desktop virtualization is way beyond the tryout and pilot stage. However, desktop virtualization is not yet for every user. There are a number of areas where it's still not a good fit. For example, a user who does not always have access to the Internet from his or her laptop may not be able to use a hosted virtual desktop. This is a problem that will be addressed by client hypervisors in coming years. These provide the management benefits of desktop virtualization to the intermittently connected user. For now, they are very new but will become critical for mobile workers and may also have a major role to play in bringing down the costs of desktop virtualization for non-mobile users as well. Of perhaps more concern is the question of the economic basis for hosted virtual desktops. This has recently become more visible thanks to Microsoft's paper 'VDI TCO Analysis for Office Worker Environments,'  which compares the total cost of ownership of traditional PCs and their virtual desktop alternatives. Their conclusion is that hosted virtual desktops are more expensive to deliver than a traditional, well-managed PC. There are a number of interesting points and conclusions to draw from this document. Firstly, Micros

ntroduction The significance of email as a modern medium for communication has grown fast and sustainable. The technical basis, especially the availability of a digital infrastructure enabled the global spread of email as a user friendly, flexible and versatile medium. By now email can be considered as one of the most frequently used applications of the internet. The advantages of email as being low in costs but high in speed and reliability led to its increasing use and significance. Furthermore its quality of being "viral" through easy forwarding and multi-receiver-sending has opened new possibilities for communication. On the one hand the disposability of email has led to these new trends, on the other hand the very same quality can be held responsible for the short-lived and unsustainable attributes of email.1 Since the emergence of the first communication through electronic mail the face of email concerning both quality and quantity has changed significantly. In terms of quality it has changed from a simple substitute for the hand written letter to today's most important tool for collaboration, knowledge-management, online marketing and global business communication. Furthermore it is "now used for multiple purposes: document delivery and archiving, work task delegation; and task tracking. It is also used for storing personal names and addresses, for sending reminders, asking for assistance, scheduling appointments, and for handling technical queries." Electronic mail can be considered as vital precursor for globalization and the modern information society. Its commercial use for offers, contracts, orders etc. created demand for an obliging and explicit legal framework together with new standards regarding electronic signature, identification and data safety. The trend of an increasing quantity of electronic mail is strongly related to its development, standardization and availability of digital infrastructure. The exponentially increasing amount of e

take a look at some of the most compelling new sites that have launched in just the few short months since President Obama took office: * Data.gov, providing open access to feeds of valuable facts and figures generated by the executive branch. * USAspending.gov, allowing any of us to drill down into the details of spending from various federal agencies. * Recovery.gov, perhaps one of the best-known of the new sites, offering up details of how resources from the Recovery Act are being allocated. * And of course, there's WhiteHouse.gov. You know about that one. What's remarkable about these sites is not merely that they exist; There had been some efforts to provide this kind of information in the past. Rather, what stands out is that they exhibit a lot of the traits of some of the best tech startups in Silicon Valley or New York City. Each site has remarkably consistent branding elements, leading to a predictable and trustworthy sense of place when you visit the sites. There is clear attention to design, both from the cosmetic elements of these pages, and from the thoughtfulness of the information architecture on each site. (The clear, focused promotional areas on each homepage feel just like the "Sign up now!" links on the site of most Web 2.0 companies.) And increasingly, these services are being accompanied by new APIs and data sources that can be used by others to build interesting applications.

" Boundary object (BO), originally introduced by Starr (1989), is a concept to refer to objects that serve an interface between different communities of practice. Boundary objects are an entity shared by several different communities but viewed or used differently by each of them. As Star points out, boundary objects in an organization work because they necessarily contain sufficient detail to be understandable by both parties, however, neither party is required to understand the full context of use by the other - boundary objects serve as point of mediation and negotiation around intent. Boundary objects are flexible enough to adapt to local needs and have different distinct identities in different communities, but at the same time robust enough to maintain a common identity across the boundaries to be a place for shared work. Boundary objects are not necessarily physical artifacts such as a map between two people: they can be a set of information, conversations, interests, rules, plans, contracts, or even persons. It is around BOs that Communities of Practice (CoPs) often gather. BOs are 'used' by members of different communities in very different ways, although the representation is shared. BOs are an important class of knowledge artifacts. They are center stage in the dynamics of knowledge exchange. BOs are also known as CISs (common information spaces). Examples: Reports are a classic example of traces as boundary objects that the professionals and other members share. Faxed documents and email massages are also the boundary object among distributed members. Information spaces, where particpants gather to exchange information, co-ordinate activites and create knowledge are another example of BOs A library catalog, an order entry process, travel assistance request form, an organizational knowledge map, i.e. one of the products from your knowledge mapping project! Mapping BOs: Boundary objects are a very useful way to structure and

A great overview of Lance's research into the effectiveness of libraries.  He answers the question: Do school libraries or librarians make a difference?  His answer (A HUGE YES!) is back by 14 years of remarkable research.  The point is proved.  But this information remains unknown to many principals and superintendents.  Anyone interested in 21st century teaching and learning will find this interview fascinating.

How are current socio technological changes impacting the future of work? New technology, global trends, and the effect of Covid-19 on the job force have fundamentally altered the way firms operate and the kinds of expertise their workers require to compete in this emerging period of employment. Despite the fact that we cannot foresee what the future has in store, certain adjustments are inevitable. You must brace for such developments as a forward-thinking professional or aspirant. Gig Economy Gig Economy: The term 'gig' refers to a job model in which contractors are recruited and paid on a project-by-project basis. Gone are the days of doing a strap task from 9 a.m. to 5 p.m. The gig economy helps people to save multiple hours per day to make the most of the one and only scarce asset that they have time. Employee Well-Being Employee Well-Being is the topmost priority: While more people are operating remotely for extended periods of time, organisations can concentrate on ways to improve relationships and reduce mental tension. As organizations adapt, building mentally healthy workplaces will become even more relevant and complex. Also, working remotely and loneliness could have a detrimental impact on workers' mental wellbeing. Employee morale will suffer if they are not in good health. Several anal believe that employers will put a stronger emphasis on mental wellbeing and employee welfare. Intuitive and Appropriate Strategy Intuitive and Appropriate Strategy: Although meetings through online platforms like Zoom and Google Meet have been a constant throughout the pandemic but this restricted mode of communication the essence of being connected to colleagues and friends has indeed been cruelly exposed. As a result, software companies often rose to the situation, implementing innovative methods to ensure workers involved when working remotely. Nvidia, for example, has prioritized human speech over the context of video calls, resulting in substantial data s

Most business Entrepreneurs and Data Scientists can disclose how to triumph with (AI) and ML, yet rarely anyone can share to fail with such technologies. While the innovation is solid and publicised   there is a lot of ways to fall flat with AI. Let's talk about nine innovative approaches to censure any AI startup to bankruptcy. #1 Cut R&D expenses AI requires heavy expenditure in cutting-edge research, experimentation, advanced computing, and computing infrastructure. Any AI startup willing to create helpful AI innovations needs to spend a lot of money on innovative work (R&D). To scale down expenses in this area, cutting R&D expenses will rapidly make way to failure. #2 Technology Bubble operation Technology is confined to the social condition in which it is created. Technology never sustains itself but other various important aspects. AI has failed a few times since the commencement of computer science not for technical reasons but as a result of an absence of social need and interest at that point. Experience has taught that AI advancements can't be made in isolation from the social conditions that make them important (like medical care, Health analysis, and money). It is quite crucial to first engineer people to persuade them. Before designing the actual technology, visionaries and business visionaries convince them to suspend their questions and embrace the novelty and utility of disruptive ideas. Working in a bubble and overlooking the current necessities of society is a certain way to failure. #3 Prioritize Technology over business technique Only technology isn't enough to make progress, regardless of how strong it is. In the end, Tech startups also need a great strategy to succeed in being a business entity. Any startup that comes up short on a technique for recognizing objective business sectors, generating sales, and viably allotting and spending resources, yet gives need only to their technical resources, is destined to fail rapidly.

Evaluating Internet Information The Internet offers a virtually unlimited supply of information, but there is no-one who registers, describes or checks the quality of the material. One of the consequences is that you must yourself both search out the information and evaluate it - much more carefully than in the case of traditional, printed material. The problem of assessing sources calls for a sceptical attitude towards this kind of information. Who is in fact the originator? Can I be sure that it is correct? these kind of questions must always be present when browsing the Internet. Fortunately, the web also offers many useful tools, which can be of service when evaluating the quality of different information resources. Links http://servercc.oakton.edu/~wittman/find/eval.htm Here you find a good and lucid list, outlining what to consider when evaluating information resouces on the net. Recommended as a starting-point for evaluating sources. http://milton.mse.jhu.edu:8001/research/education/net.html This is a similar and complementing site, but it contains more thorough information about evaluation criteria. Recommended for the more experienced user. http://www.vuw.ac.nz/~agsmith/evaln/evaln.htm Contains a large number of links to material about evaluation of information resources, including a list of evaluation criteria at: http://www.vuw.ac.nz/~agsmith/evaln/index.htm The ultimate site on quality evaluation of information on the net. Always remember that it is finally you who are responsible for quality assessment efforts. That is in fact part and parcel of any research effort. [End of document]

Learning takes place through active engagement rather than passive transmission.

Cyber threats aimed at business are identified by Threat Intelligence. IT specialists and complex tools can read and analyze the threats. This information is utilized to plan, forestall, and recognize cyber threats hoping to exploit important organization's assets. Threat Intelligence collects and compiles the raw data about the threats emerging from different sources. Cyber threats can be truly terrifying. Cyber threat knowledge can help associations obtain important information about these threats, build successful defense equipment and relieve the threats that could harm their reputation. People often get confused with Cyber Security terms such as Threat Intelligence and Threat Data. Threat data is a list of likely threats. For instance, Facebook feeds are like a running list of possible issues. It is Threat Intelligence when IT specialists and exclusive complex tools can read and analyze the threats/attacks. Why is threat intelligence important for businesses? Threat Intelligence is a vital part of any cybersecurity. A cyber threat intelligence program sometimes called CTI, can: Prevent data loss With a very much organized CTI program set up, your organization can spot cyber threats and keep data breaches from leaking critical information. Give guidance on security measures By distinguishing and dissecting threats, CTI spots designs utilized by hackers. CTI assists organizations with setting up security standards to protect against future cyber assaults and threats. Educate others Hackers are smarter than before. To keep up, cybersecurity specialists share the strategies they've seen with the IT people group to make a communal database to battle cybercrimes and cybersecurity threats. Kinds of Threat Intelligence The four kinds of threat intelligence are strategic, tactical, technical, and operational Strategic cyber threat intelligence is generally dedicated to a non-technical audience. It utilizes nitty-gritty analyses of patterns and arising t