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IT Strategy
30 August 2022

How to Lock a Nested NPM Dependency to Some Exact Version

In Node.js development, it is a common practice that dependent modules use the same library as their dependency but with different versions in each separate module. Usually, it...
IT Strategy
22 February 2021

How to Speed Up Neural Network Training with Data Splitting

Introduction Artificial neural networks are popular to find complex relationships between input data and results. They are useful for solving businesses, medical and academic...
IT Strategy
4 January 2021

How to Program a Voice Assistant in 10 Minutes

In the previous article, we built the simplest speaking chatbot entirely in a browser, with the help of the NLP.js library and Web Speech API. Our demo application showed an...
IT Strategy
30 November 2020

How to Build a Voice Assistant for Your Website

Today you can actually build a voice assistant for your website without too much time or effort. Just some gumption and a little know how. Chatbot functionality and quality are...
IT Strategy
4 September 2020

How to Use GPT-2 for Custom Data Generation

The GPT-2 is a text-generating AI system that has the impressive ability to generate human-like text from minimal prompts. The model generates synthetic text samples to continue...
IT Strategy
24 June 2020

NLP Text Preprocessing in Python: 3 Methods

To get a well-performing chatbot with accurate intent classification and question-answering, you usually need a massive amount of training data. Generally speaking, that data is...