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The Personal Finance of Career Independence

For many highly skilled workers, the benefits of going freelance may outweigh the risks—especially right now. Toptal’s Chief Economist explains why, and reveals what he wishes he’d known when he stepped out on his own.

7-minute readContinue Reading
Erik Stettler

Erik Stettler

A Deeper Meaning: Topic Modeling in Python

Colloquial language doesn’t lend itself to computation. That’s where natural language processing steps in. Learn how topic modeling helps computers understand human speech.

8-minute readContinue Reading
Federico Albanese

Federico Albanese

Successful SaaS Fundraising: Navigating the Evolving Landscape

Investors have been pouring capital into SaaS startups. But that doesn’t mean raising funds is easy. This guide to finding the right financing options can help lead you to the treasure in this tricky terrain.

13-minute readContinue Reading
Julio C. Ortiz

Julio C. Ortiz

Unity AI Development: A Finite-state Machine Tutorial

Ever wonder how game developers deliver entertaining interplay with the non-player characters they create? Learn how to develop them yourself in our finite-state machine tutorial.

13-minute readContinue Reading
Garegin Tadevosyan

Garegin Tadevosyan

TypeScript vs. JavaScript: Your Go-to Guide

Considering you can include as much plain JavaScript as you like in your TypeScript project, what factors should you consider when choosing TypeScript for your application? Let’s explore.

10-minute readContinue Reading
Daniele Monesi

Daniele Monesi

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5 Considerations for a Strong E-commerce Product Strategy

E-commerce is a crowded sector. Build a better product strategy and increase your chances of success with these expert insights.

7-minute readContinue Reading
Jonathan Lau

Jonathan Lau

Digging Deeper: A Practical Guide to Creative Empathy for Product Design

Master creative empathy techniques to help you understand what other people want and need, then apply these skills throughout the design process to create products that resonate with people.

10-minute readContinue Reading
Brian Pagán, EngD, MSc

Brian Pagán, EngD, MSc

Enterprise Case Study: How 100% Tuition Reimbursement Future-proofs Walmart’s Business

Six months after the relaunch of Walmart’s free education initiative, the director of the program gives Toptal Insights an exclusive update—and explains why other businesses should follow suit.

5-minute readContinue Reading
Lauren Drell

Lauren Drell

What Is Bitcoin Mining? How It Works and What It Takes to Make It Pay

Bitcoin mining is still strong in North America, sparking new revenue opportunities for companies with access to cheap power, especially renewables. Learn about the risks as well as the rewards.

13-minute readContinue Reading
Dhruv Tandan

Dhruv Tandan

How Product Designers Can Use Gamification for Good

Gamification in product design is a powerful tool for engaging users, but it can also cause significant harm if left unchecked. With good intent and ethical strategies, designers can create gamified products that balance user health and client requirements.

10-minute readContinue Reading
Alexandre Brito

Alexandre Brito

Tips for Effective Agile Budgeting and Forecasting

Adaptability is a core pillar of Agile. As such, Agile budget planning needs to be approached with a flexible mindset. These tips can help you deliver projects on budget without sacrificing quality.

6-minute readContinue Reading
Katie Shevlin

Katie Shevlin

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