Creating a Demand Forecasting System with ARIMA and Prophet

In the realm of supply chain management, accurate demand forecasting is crucial for optimizing inventory levels, reducing costs, and improving overall efficiency. Two powerful tools for achieving this are ARIMA (AutoRegressive Integrated Moving Average) and Prophet, an open-source library developed by Facebook Core Data Science. In this article, we will delve into the process of creating a demand forecasting system using both ARIMA and Prophet, providing practical examples and step-by-step instructions....

September 5, 2024 · 4 min · 665 words · Maxim Zhirnov

Creating a Hand Gesture Recognition System with TensorFlow and OpenCV

In this article, we will explore the process of creating a hand gesture recognition system using TensorFlow and OpenCV. This project is ideal for beginners and intermediate developers looking to delve into the world of computer vision and machine learning. Prerequisites Before we begin, make sure you have the following tools installed: Python: The primary language for this project. TensorFlow: A popular open-source machine learning library. OpenCV: A library for computer vision tasks....

September 5, 2024 · 3 min · 499 words · Maxim Zhirnov

Introduction to Clojure for Functional Programming on the JVM

What is Clojure? Clojure is a dynamically-typed, functional programming language that runs on the Java Virtual Machine (JVM). It was designed by Rich Hickey to leverage the JVM’s robust ecosystem while providing a modern, functional programming paradigm. Clojure is pronounced the same as the word “closure,” reflecting its integration with Java and Lisp. Why Choose Clojure? Clojure offers several compelling reasons to choose it for your next project: Functional Programming: Clojure is deeply rooted in functional programming principles....

September 5, 2024 · 4 min · 724 words · Maxim Zhirnov

Introduction to Pony: A Language for Parallel Computing

Introduction to Pony: A Language for Parallel Computing In the realm of software development, languages designed for parallel computing have become increasingly important. These languages enable developers to write programs that can take advantage of multiple processing units, significantly enhancing performance and efficiency. One such language is Pony, which is specifically designed to facilitate parallel computing. In this article, we will delve into the basics of Pony and explore its features, making it easier for developers to understand and start using this powerful tool....

September 5, 2024 · 4 min · 645 words · Maxim Zhirnov

Introduction to Q#: A Programming Language for Quantum Computing

What is Q#? Q# is a high-level, open-source programming language specifically designed for developing and running quantum algorithms. It is part of the Quantum Development Kit (QDK) and was first released by Microsoft in 2017. Q# is a domain-specific language that allows developers to focus on the algorithms and high-level concepts of quantum computing, making it more accessible to a broader audience. Key Features of Q# Hardware-Agnostic: Qubits in quantum algorithms are not tied to a specific quantum hardware or layout....

September 5, 2024 · 3 min · 558 words · Maxim Zhirnov