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10 Advanced Matplotlib Concepts You Must Know To Create Killer Visuals
Author(s): Bex T. Originally published on Towards AI. Become Leonardo da Matplotlib Image by me with Midjourney. All the rest of the images are by the author unless specified otherwise. Good things come to those who read the Matplotlib documentation. I made …
Box Plot, Violin Plot, Ridgeline Plot — Oh My
Author(s): Adam Ross Nelson Originally published on Towards AI. How, when, and why to use these lesser-appreciated plots I say move over mere histograms! Make room for the triumvirate of data visualization tools that often fly under the radar. Box plots, violin …
Ditch Boring, Cliché Datasets! Use These 17 to Build a Truly Great Portfolio
Author(s): Bex T. Originally published on Towards AI. Unique datasets ranging from microbiology to sports Image by Midjourney You might have already developed a slightly sickened feeling when you saw people using the same datasets over and over and over again. Everyone …
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 …
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 …
Case Study: Speak to Your Data Using the Code Interpreter in ChatGPT Plus
Author(s): Ana Bildea Originally published on Towards AI. Save time — Empower yourself with ChatGPT’s Code Interpreter image by the author In the domain of technology, the tools we use can shape our journey. Today, I want to highlight a game-changer tool …
Deploy your Streamlit web app in 5 minutes.
Author(s): Vaishnavi Seetharama Originally published on Towards AI. It has become a need for a data scientist to showcase their work, in a dashboard or a working web app. It is very handy to know the tools available to create a web …
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 …
Data Science Roadmap: From Beginner to Pro with ChatGPT
Author(s): Gencay I. Originally published on Towards AI. Harnessing the Power of ChatGPT and Python in Your Data Science Journey: A Comprehensive Roadmap. Image created in LeonardoAI Probably, you encountered one of my previous articles about Data Science but be aware that …
Half Marathon Data Exploration and Visualization: using Python Plotly Library
Author(s): David Cullen Originally published on Towards AI. London Landmarks Half Marathon 2023 In April of this year, I ran the London Landmarks Half Marathon for the first time. The race included 17,225 registered participants between the ages of 17–89 and managed …
Correct Handling of Outliers to Improve Overfitting Scenarios
Author(s): Kayenga Campos Originally published on Towards AI. Correct Handling of Outliers to Improve Overfitting Scenarios Look how quantile treatment of outliers can improve model accuracy The main approach of machine learning consists of splitting the data into training and testing sets. …
Supercharge Your Skills With ChatGPT To Get a Head 99% Of Data Scientist
Author(s): Gencay I. Originally published on Towards AI. Image by Author Isn’t it time you leveraged the power of AI to elevate your data science skills? It’s no secret that ChatGPT has been a game-changer across various industries, owing to its remarkable …
This is Why You Should Read This Before using ChatGPT in Data Science
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of ChatGPT for Effective Data Science: From Web Scraping to Machine Learning and Data Visualization Image by Author It’s no secret that Data Science is broad, with multiple areas to explore …
How to Build a Low-Code Sales Dashboard with Python and Deepnote
Author(s): Asish Biswas Originally published on Towards AI. A Step-by-Step Guide to Building an Interactive Dashboard with Deepnote’s Visual Blocks and Python Sales Dashboard (Image by Author) A sales dashboard is one of the most crucial elements that keep the sales …
Navigating the World of Data Engineering: A Beginners Guide.
Author(s): Data Science meets Cyber Security Originally published on Towards AI. Navigating the World of Data Engineering: A Beginner’s Guide. A GLIMPSE OF DATA ENGINEERING ❤ IMAGE SOURCE: BY AUTHOR Data or data? No matter how you read or pronounce it, data …
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