Modular Prompt Engineering GPT-4 For Interactive Python Web Apps
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive global CO2 emissions data visuals in 4 easy steps Fully Interactive Python plotly web application created using modular prompt engineering ChatGPT is revolutionizing how we create complex data visualizations, letting us easily …
7 Ways ChatGPT Boosts Productivity for Python Developers
Author(s): Bobby Originally published on Towards AI. How ChatGPT 10X Productivity for Python Developers ChatGPT has no doubt changed the world. This cutting-edge tool can bring big productivity boosts when used right. In this post, we will explore seven powerful ways in …
Simplifying Prompt Engineering Testing through the Use of This Tool
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Generate and test your prompt with ease. Photo by Sigmund on Unsplash Prompt engineering is a process to craft and optimize input to the AI model. In a Large Language Model, prompt engineering …
5 AI Prompt Engineering Habits for Perfect Python Data Visualizations
Author(s): John Loewen, PhD Originally published on Towards AI. Fine-tuning your prompting skills for easy and efficient visuals Dall-E image: impressionist painting in rich deep color of a bar chart Data visualization is a cornerstone of data analysis, and Python is the …
GPT4Readability — Never Write a README Again
Author(s): Denny Loevlie Originally published on Towards AI. One Python package to optimize and document your code repository Image generated by author Navigating a complex Python codebase can be a challenging task, especially when the project lacks sufficient documentation. This is far …
Sentiment Analysis in Python Using Flair
Author(s): Mahesh Tiwari, PhD Originally published on Towards AI. Welcome to the next blog post in the series on sentiment analysis! Today, we will be exploring Flair, one of the methods used in the Python library for sentiment analysis. Photo by Brian …
Understanding Data Selection in Pandas
Author(s): Gencay I. Originally published on Towards AI. Why would we use loc iloc or ix? Created in Leonardoai The Python programming language is an important asset in data science and analytics due to its user-friendly nature and robust libraries. Pandas, one …
Yes, You Can Build Your Own Custom Sklearn Transformers. Here Is How
Author(s): Bex T. Originally published on Towards AI. Transformers for any preprocessing scenario Learn to write custom Sklearn preprocessing transformers that make your code exceptional. Image by me with Midjourney Single fit, single predict—how awesome would that be? You get the data, …
Heteroscedasticity and Homoscedasticity in Regression Learning
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Variability of the residual in regression analysis 1. Introduction In data science and statistical analysis, several challenges can appear during the modeling process, making it difficult to get high-performance models. One of those …
Sentiment Analysis in Python Using VADER
Author(s): Mahesh Tiwari, PhD Originally published on Towards AI. Welcome to our next blog post in the series on sentiment analysis! Today, we will be exploring VADER, one of the methods used in the Python library for sentiment analysis. Photo by Tim …
LangChain + Plotly Dash: Build a ChatGPT Clone
Author(s): Janik and Patrick Tinz Originally published on Towards AI. A step-by-step guide to building your first LLM App This member-only story is on us. Upgrade to access all of Medium. Image by unDraw Since the release of ChatGPT, everyone has …
Prompt Engineering AI for Modular Python Dashboard Creation
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 to visualize global happiness data with Plotly This member-only story is on us. Upgrade to access all of Medium. Effective, prompt engineering with AI can significantly speed up the Python …
10 Sklearn Treasure Features Overlooked By 99% of Online Courses
Author(s): Bex T. Originally published on Towards AI. Buried in the docs. Waiting to be found. Image by me with Midjourney I’ve written more than two dozen articles on Sklearn, but it hasn’t always been my favorite library. In fact, because of …
Forget PIP, Conda, and requirements.txt! Use Poetry Instead And Thank Me Later
Author(s): Bex T. Originally published on Towards AI. Pain-free dependency management is finally here Image by me with Midjourney Library A requires Python 3.6. Library B relies on Library A but needs Python 3.9, and Library C depends on Library B but …
Build a Recommendation System with the Multi-Armed Bandit Algorithm
Author(s): Flo Originally published on Towards AI. Data exploration, Data exploitation, and Continuous Learning Top highlight stuffed animals-tisou, image by @walterwhites on OpenSea The Multi-Armed Algorithm is a reinforcement learning algorithm used for resource allocation and decision-making. We will explain how the …
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