Word2Vec for Movie Similarity Analysis What will you learn? Discover how to utilize Word2Vec to determine the similarity between movies, particularly in relation to high-performing movies. Introduction to the Problem and Solution In this scenario, we will delve into the realm of natural language processing (NLP) by employing Word2Vec. This widely-used technique involves representing words … Read more
What will you learn? In this tutorial, you will learn how to enhance the functionality of the powerful SentenceTransformer library by adding a custom dense layer on top of it. This customization allows for fine-tuning the model for specific tasks or extracting embeddings tailored to your needs in Python. Introduction to the Problem and Solution … Read more
What will you learn? Explore the reasons behind Stanford Stanza occasionally splitting a sentence into two and discover effective strategies to manage this issue within your Python code. Introduction to the Problem and Solution When utilizing Stanford Stanza in Python for text analysis, it’s not uncommon to encounter scenarios where a single sentence gets divided … Read more
What will you learn? In this comprehensive guide, you will discover how to automate the process of checking grammar within Excel files using Python. By leveraging Python libraries such as openpyxl for handling Excel files and language_tool_python for grammar checking, you will be equipped to efficiently ensure the correctness of textual data in your spreadsheets. … Read more