Does the nature of your work involve going through a folder full of dozens, hundreds, or even thousands of files? What if you were told to organize those files according to their extension in a subdirectory, imagine how boring and time-consuming such a task would be if the files contain dozens of extensions! What if … Read more
In this two-part tutorial series, we will learn how to create a translation app using Django. 🤠 As an extra feature, we are going to demonstrate two ways to create a word counter that counts the number of words written. Translating text to a language one can understand is no longer a new development. As … Read more
In the first part of this tutorial series, we designed a translation app using the Django web framework. We saw how Django enabled dynamically writing to a web page. In this second part, we are going to continue from where we stopped by adding another feature to our Django app, a word counter. 💡 Recommended: … Read more
Method 1: Replace non-ASCII characters with a Single Space When working with Python 🐍, one may come across the need to replace non-ASCII characters with a single space in a given string. Removing these characters helps maintain consistency and avoid encoding issues in data processing tasks. Let’s dive into a simple method for achieving this … Read more
Problem Formulation Working with Python often involves processing complex data structures such as dictionaries and lists. In many instances, it becomes necessary to convert a dictionary of lists into a more convenient and structured format like a Pandas DataFrame 🐼. DataFrames offer numerous benefits, including easier data handling and analysis 🔍, as well as an … Read more
Boolean indexing in Pandas filters DataFrame rows using conditions. Example: df[df[‘column’] > 5] returns rows where ‘column’ values exceed 5. Efficiently manage and manipulate data with this method. Here’s an easy example: This code creates a DataFrame with data for four people, then uses boolean indexing to filter out the rows with an age greater … Read more
Check out the following explainer video of AutoGPT 🤯 (video source) Understanding AutoGPT AutoGPT is an experimental open-source application that showcases the capabilities of the GPT-4 language model🚀. It autonomously develops and manages businesses, aiming to increase their net worth 💼💰. As one of the first examples of GPT-4 running fully autonomously, AutoGPT truly pushes … Read more
Deployment of Machine Learning models to make them available to end users is the ultimate goal of data scientists. How can you develop a web application if you have little or no knowledge of web development? As data scientists, you can now see that learning Python for web development cannot be overemphasized. There are many … Read more
🥒 Python pickling is another word for serializing and de-serializing Python objects, so you can store them in a binary format or transmit them across a network. Pickling helps preserving the state of objects, such as data structures or machine learning models, between different sessions or applications. The pickle module in Python’s standard library provides … Read more
A URL shortener service generates a shorter, more readable version of the URL it was given. Flask, a Python web framework can be used to create a URL shortener app. So, we will create an application allowing users to enter a URL and shorten it. We will use the SQLite database engine to store application … Read more
If you’re diving into Bitcoin, having a handy cheat sheet can make all the difference. It can feel overwhelming with so many concepts to grasp and technical jargon to decipher. But don’t worry! 😌 We’ve got your back. We’ve compiled a list of the 10 best Bitcoin cheat sheets to make your journey smoother. So, … Read more
Sharing Policy: You are free to share this cheat sheet on your social account or use for whatever you want if you include the source URL: https://blog.finxter.com/openai-glossary/ Download the PDF by clicking on the image below: 👇 PDF Download Link: https://blog.finxter.com/wp-content/uploads/2023/04/Finxter_OpenAI_Glossary.pdf You can also download all of our OpenAI, ChatGPT, and programming cheat sheets by … Read more