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The Toptal Blog is the top hub for developers, designers, finance experts, executives, and entrepreneurs, featuring key technology updates, tutorials, freelancer resources, and management insights.

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Toptal core team members share their experience, expertise, and perspectives on the Toptal Edge Blog

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A Complete List of Project Management Conferences 2020

The only project management conference list you will ever need. This list contains all the information you might need when picking a conference including insights about the conference, locations, and ticket prices.

12 minute readContinue Reading
Vytas Butkus

Vytas Butkus

Vytas is a professional project and product manager leading products and projects in education, 3D graphics, eCommerce, and adtech.

A New Brand with an Edge

Today is an exciting day at Toptal: We are announcing a new logo to complete our new brand!

6 minute readContinue Reading
Taso Du Val

Taso Du Val

As CEO, Taso has led Toptal to become the largest high-skilled, on-demand talent network in the world. He serves on the board of multiple organizations, advising on talent strategy and innovation, and has guest lectured at Harvard Business School, Wharton, and Oxford on talent management and entrepreneurship.

Imperfect Harmony: An Overview of SoundCloud vs. Spotify

Not many industries have undergone the same level of transformation as the music industry - technology has changed every facet of the industry. File streaming has been nothing short of a revolution. What can be learned from Spotify vs. SoundCloud?

9 minute readContinue Reading
Natasha Ketabchi

Natasha Ketabchi

Natasha transitioned to venture capital after a career in banking built in prestigious firms such as JPMorgan and ESM.

Prominent Design Conferences 2020

Even the sharpest designers need to explore new ideas, learn about new techniques, and draw inspiration from other creatives to stay on top. We present a list of the most prominent design conferences to consider attending in 2020.

17 minute readContinue Reading
Miklos Philips

Miklos Philips

Miklos is a lead UX designer, product design strategist, author, and speaker with more than 18 years of experience in the design field.

Semi-supervised Image Classification With Unlabeled Data

Supervised learning is the key to computer vision and deep learning. However, what happens when you don’t have access to large, human-labeled datasets?

In this article, Toptal Computer Vision Developer Urwa Muaz demonstrates the potential of semi-supervised image classification using unlabeled datasets.

9 minute readContinue Reading
Urwa Muaz

Urwa Muaz

Urwa is a Fulbright scholar and data science graduate from NYU. He loves leveraging machine learning to solve practical problems.

Are Million-dollar Markets Better Than Billion-dollar Markets?

Entrepreneurs have been hardcoded to aim at billion-dollar sized markets with their solutions. However, such lucrative markets will appeal to many others and thus, are hard to succeed in. Going after smaller market sizes may be the more logical path to success.

5 minute readContinue Reading
Aaron Chockla

Aaron Chockla

An award-winning entrepreneur and active venture capital investor, Aaron helps companies raise capital, scale operations, and strategize.

Machine Language – A Guide to Chatbot Terminology (with Infographic)

Chatbots have unique abilities that humans don’t. When we regard them as tools, they provide business opportunities humans can’t. Unfortunately, when it comes to chatbot terminology, confusion reigns.

< 5 minute readContinue Reading
Micah Bowers

Micah Bowers

Micah helps businesses craft meaningful connections through branding, illustration, and design.

Stale-while-revalidate Data Fetching with React Hooks: A Guide

Inspired by stale-while-revalidate cache control logic, modern sites implement stale-while-refresh logic on the UI side. Thankfully, React Hooks make this logic painlessly reusable across components.

15 minute readContinue Reading
Avi Aryan

Avi Aryan

Avi is a full-stack developer skilled with Python, JavaScript, and Go and is also a multiple-time Google Summer of Code participant.

Doing Business in the European Union

The EU economy is worth $15.5 trillion, 24 million companies operate within it, and there are 300 million online shoppers. Is this a market you should be in? If so, how do you serve the EU market while balancing customer service, cost, and complexity?

11 minute readContinue Reading
Paul Ainsworth

Paul Ainsworth

Paul is an international CFO with experience across multinational companies ranging from $250-900 million in revenue.

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