Effective Memory Management in Garbage-Collected Languages

Effective Memory Management in Garbage-Collected Languages

The Magic of Garbage Collection: How It Works and Why It Matters In the world of programming, memory management is akin to cleaning up after a big party – it’s essential, but not exactly the most glamorous task. This is where garbage collection (GC) steps in, acting as the diligent janitor that frees developers from the tedious and error-prone process of manual memory management. What is Garbage Collection? Garbage collection is a memory recovery feature built into various programming languages such as Java, Python, and ....

October 2, 2024 · 5 min · 854 words · Maxim Zhirnov
Why Your Agile Retrospectives are Probably Ineffective

Why Your Agile Retrospectives are Probably Ineffective

The Retrospective Rut: Why Your Agile Retros Are Falling Flat Agile retrospectives are meant to be the heartbeat of your team’s continuous improvement, but often they end up feeling like a chore, a box-ticking exercise, or worse, a complete waste of time. If you’re nodding your head in agreement, you’re not alone. Here are some common pitfalls that might be turning your retros into a snooze fest, and more importantly, how you can revitalize them....

October 2, 2024 · 5 min · 922 words · Maxim Zhirnov
Crafting a Tool for Continuous Optimization of Go Applications

Crafting a Tool for Continuous Optimization of Go Applications

Introduction to Continuous Optimization In the fast-paced world of software development, keeping your applications optimized is crucial for performance, scalability, and user satisfaction. When it comes to Go (also known as Golang), its inherent features such as concurrency support, lightweight goroutines, and a minimalist syntax make it an ideal choice for building high-performance applications. However, the journey to continuous optimization is not a one-time task; it requires a systematic approach and the right set of tools....

October 1, 2024 · 4 min · 819 words · Maxim Zhirnov
Building a Product Recommendation System Using Collaborative Filtering

Building a Product Recommendation System Using Collaborative Filtering

Introduction to Collaborative Filtering In the vast and bustling world of e-commerce and online services, recommending the right products to the right users is a crucial task. One of the most effective methods for achieving this is through collaborative filtering (CF), a technique that leverages the behavior and preferences of other users to make personalized recommendations. In this article, we will delve into the world of collaborative filtering, exploring its types, implementation, and practical examples....

October 1, 2024 · 5 min · 1014 words · Maxim Zhirnov
Building a Sales Forecasting System with Facebook Prophet

Building a Sales Forecasting System with Facebook Prophet

Introduction to Facebook Prophet In the realm of sales forecasting, accuracy is key, but it can be a daunting task, especially when dealing with complex and irregular data. This is where Facebook Prophet comes into play. Developed by Facebook’s research team, Prophet is a powerful and flexible forecasting tool designed to handle the intricacies of real-world data. Why Prophet? Prophet stands out for its ability to decompose time series data into several components such as trend, seasonality, and holidays, and then fit a model to each component....

October 1, 2024 · 4 min · 754 words · Maxim Zhirnov