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Data Mining for Predictive Social Network Analysis

Analysts have come to recognize social network data as a virtual treasure trove of information for sensing public opinion trends and groundswells of support. In this article, Toptal Engineer Elder Santos describes the techniques he employed for a proof-of-concept that effectively analyzed Twitter Trend Topics to predict, as a sample test case, regional voting patterns in the 2014 Brazilian presidential election.

7 minute readContinue Reading
Elder Santos

Elder Santos

Elder specializes in machine learning and data science. He has expertise in the full life cycle of the software design process.

Power Efficient Home Offices Can Save Money And Polar Bears

Most of us work from home offices, so we use cheaper household electricity and enjoy better prices than businesses in many parts of the world. Since we don’t commute or drive to work each morning, we already save a bit of money and reduce our carbon footprint. However, there is always room for improvement.

13 minute readContinue Reading
Nermin Hajdarbegovic

Nermin Hajdarbegovic

As a veteran tech writer, Nermin helped create online publications covering everything from the semiconductor industry to cryptocurrency.

Advanced Tactics for Highly Collaborative, Remote Teams

Any time you’re physically out of the office or working with someone who isn’t next to you, you’re working remotely. At Toptal, working remotely is a productive and efficient reality that we evangelize to our clients, while practicing what we preach.

In this article, Toptal COO Breanden Beneschott shares great tactics in operating highly collaborative remote teams.

6 minute readContinue Reading
Breanden Beneschott

Breanden Beneschott

As the co-founder of Toptal, Breandan was instrumental in the creation of Toptal. He helped set up our infrastructure in 40+ countries.

Top 8 Most Common Mistakes That Backbone.js Developers Make

Backbone.js equips the developer with an array of tools that are minimal but extremely flexible. This gives developers the option to design the applications the way they want, but also introduces a number of way things can go wrong. This article outlines a few common mistakes that Backbone.js developers can make, and how they may avoid them.

10 minute readContinue Reading
Mahmud Ridwan

Mahmud Ridwan

Mahmud is a software developer with many years of experience and a knack for efficiency, scalability, and stable solutions.

Getting the Most Out of Your PHP Log Files: A Practical Guide

Log files may very well be one of the most underestimated and underutilized tools at a developer’s disposal. Beyond their value for debugging, with a bit of creativity and forethought, logs files can be leveraged to serve as a valuable source of usage information and analytics. In this article, In this article, Toptal engineer Ilya Sanosyan provides a practical guide to maximizing the value we get from our logs.

15 minute readContinue Reading
Ilya Sanosian

Ilya Sanosian

Ilya is an IT consultant, web architect, and manager with 12+ years of experience building and leading teams.

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Windows 10 Development: Addressing Old Problems And Opening New Doors For Developers

Windows 10 represents a departure from Microsoft’s traditional OS strategy. It’s not just a new operating system, it’s an automatic and free update for millions of Windows 8.1 devices. It’s also designed to address a number of user complaints related to the Windows 8.x UI. The changes aren’t just skin deep, as Windows 10 is not a mere redesign with a new UI and fancier apps; it might even mark the start of a new era for Microsoft, and in this post I will explain why.

9 minute readContinue Reading
Nermin Hajdarbegovic

Nermin Hajdarbegovic

As a veteran tech writer, Nermin helped create online publications covering everything from the semiconductor industry to cryptocurrency.

Top 18 Most Common Mistakes that AngularJS Developers Make

AngularJS is a very powerful framework. It is the third most starred repository on GitHub. It is not difficult to start using, but the goals that it is intended to accomplish demand comprehension. No longer can we ignore memory consumption, because it will not reset on navigation anymore. This is the vanguard of web development. Let’s embrace it!

25+ minute readContinue Reading
Michal Mikolajczyk

Michal Mikolajczyk

Founder/CEO of a blockchain IoT startup and community leader for Toptal Warsaw, Michal has a wide range of full-stack experience.

Toptal Engineering Expert

Gabriel Courtemanche

Gabriel is a highly efficient and reliable professional who possesses a broad skill set for web application development. He's been working on a range of products and clients—from working on scalability problems in production engineering teams at Shopify and Autodesk to launching new applications for startups. Most of his work consists of leading technical teams, by creating an easy development environment, fixing technical debts, providing best practices code examples, and mentoring devs.
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