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Clustering Algorithms: From Start To State Of The Art

It’s not a bad time to be a Data Scientist. Serious people may find interest in you if you turn the conversation towards “Big Data”, and the rest of the party crowd will be intrigued when you mention “Artificial Intelligence” and “Machine Learning”. Even Google thinks you’re not bad, and that you’re getting even better. There are a lot of ‘smart’ algorithms that help data scientists do their wizardry. It may all seem complicated, but if we understand and organize algorithms a bit, it’s not even that hard to find and apply the one that we need.

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Declarative Programming: Is It A Real Thing?

Declarative programming is, currently, the dominant paradigm of an extensive and diverse set of domains such as databases, templating and configuration management.

In a nutshell, declarative programming consists of instructing a program on what needs to be done, instead of telling it how to do it. In practice, this approach entails providing a domain-specific language (DSL) for expressing what the user wants, and shielding them from the low-level constructs (loops, conditionals, assignments) that materialize the desired end state.

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Introduction To Concurrent Programming: A Beginner's Guide

What is concurrent programing? Simply described, it’s when you are doing more than one thing at the same time. Not to be confused with parallelism, concurrency is when multiple sequences of operations are run in overlapping periods of time. In the realm of programming, concurrency is a pretty complex subject. Dealing with constructs such as threads and locks and avoiding issues like race conditions and deadlocks can be quite cumbersome, making concurrent programs difficult to write.

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Introduction To BEM Methodology

What is BEM Methodology?

When you are building smaller websites, how you organize your styles is usually not a big problem. You create your usual files, write all the needed CSS, and that’s all. However, when it comes to larger, more complex projects, how you organize your code becomes crucial. How the code is structured is even more important if you are working in a team consisting of multiple front-end and back-end developers.

BEM Methodology will massively improve code maintainability and speed up the development process

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The Trie: A Neglected Data Structure

From the very first days in our lives as programmers, we’ve all dealt with data structures: Arrays, linked lists, trees, sets, stacks and queues are our everyday companions, and the experienced programmer knows when and why to use them. In this article we’ll see how an oft-neglected data structure, the trie, really shines in application domains with specific features, like word games.

Word Games

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Clean Code and The Art of Exception Handling

Exceptions are as old as programming itself. Back in the days when programming was done in hardware, or via low-level programming languages, exceptions were used to alter the flow of the program, and to avoid hardware failures. Today, Wikipedia defines exceptions as:

anomalous or exceptional conditions requiring special processing – often changing the normal flow of program execution…
And that handling them requires:

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Meet Bond, Microsoft Bond - A New Data Serialization Framework

Microsoft Bond is a new serialization framework for schematized data created by Microsoft.

Let’s recap where data serialization is used most:

Data persistence in files, streams, NoSQL, and BigData.

Data transmission in networks, IPC, etc.

Commonly, these applications have to deal with schematized data, where schema means:

Structure: hierarchy, relations, order.

Semantic: age in number of years since born.

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Persisting Data Across Page Reloads: Cookies, IndexedDB and Everything In-Between

Suppose I’m visiting a web site. I right-click on one of the navigation links and select to open the link in a new window. What should happen? If I’m like most users, I expect the new page to have the same content as if I had clicked the link directly. The only difference should be that the page appears in a new window. But if your web site is a single-page application (SPA), you may see weird results unless you’ve carefully planned for this case.

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How to Tune Microsoft SQL Server for Performance

To retain its users, any application or website must run fast. For mission critical environments, a couple of milliseconds delay in getting information might create big problems. As database sizes grow day by day, we need to fetch data as fast as possible, and write the data back into the database as fast as possible. To make sure all operations are executing smoothly, we have to tune our database server for performance.

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Boost Your Productivity With Amazon Web Services

During the last few years, the hottest word on everyone’s lip has been “productivity.” In the rapidly evolving Internet world, getting something done fast always gets an upvote. Despite needing to implement real business logic quickly and accurately, as an experienced PHP developer I still spent hundreds of hours on other tasks, such as setting up database or caches, deploying projects, monitoring online statistics, and so on. Many developers have struggled with these so called miscellaneous tasks for years, wasting time instead concentrating on the project logic.

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