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Topic Modeling with BERT using the Python BERTopic Library

Sep 28, 2022

In this tutorial, you'll learn how to do topic modeling with BERT using the BERTopic library in Python. We're also going to visualize our extracted topics.

Scraping Tweets from Twitter with OAuth 2.0 using Tweepy

Sep 16, 2022

Let's learn how to scrape tweets from Twitter with their OAuth 2.0 authentication protocol by using the Tweepy Python library.

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Want to learn more programming languages? We've combined each of our comprehensive VBA reference guides into a single bundle with over 200 tips and macros covering the 125 most important topics in VBA.

Text Classification with GPT Transformers

Sep 5, 2022

Learn how to perform text classification with the GPT-J transformer. As an example, we'll fine tune the GPT-J transformer for fake news detection.

Hugging Face Pipelines for Python Natural Language Processing

Aug 27, 2022

We're going to walk you through how to use Hugging Face pipelines for natural language processing tasks, like text classification, text generation, question-answering and more.

Plotting Geographical Heatmaps with Python Folium

Aug 19, 2022

This tutorial explains how to plot geographical heatmaps with the Python Folium module. We'll show an example where we plot a heatmap for US states populations.

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Shallow Copy vs Deep Copy of Python Objects

Aug 13, 2022

You will study the difference between shallow and deep copies of Python objects and how to create them using the copy() and deepcopy() functions, respectively.

How to Convert Strings to Python Types

Aug 6, 2022

This article explains how to convert strings to Python types using custom codes, json.loads() functions, and ast.literal_eval() functions.

A Definitive Guide to Sorting Pandas DataFrames in Python

Jul 21, 2022

This guide will show you everything you need to know about sorting Pandas DataFrames. We'll show you how to sort pandas dataframes by column values, column names and index values.

Python Virtual Environment: When and How to Use it?

Jul 15, 2022

A Python virtual environment is an isolated directory that contains the Python interpreter, packages, dependencies and scripts installed within that isolated directory. We'll show you when to and how to use them.

Understanding pivot_table and crosstab Functions in Pandas

Jul 1, 2022

The Pandas pivot_table and crosstab functions are great for summarizing data. In this tutorial, we'll describe ways to use the pivot_table and crosstab functions in Pandas.

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