Prophet: Evaluating Time Series Forecasting
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Prophet Time Series Forecasting on a Hold-Out Dataset Image by Author with @MidJourney Time series Νanalysis is a crucial technique for understanding and predicting data points that are ordered chronologically. ΝIt finds applications …
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 …
LlamaIndex: Use the Power of LLMs on Your Data
Author(s): Janik and Patrick Tinz Originally published on Towards AI. A beginner-friendly tutorial: Get answers over your documents Image by unDraw Everyone has been talking about Large Language Models (LLMs). ChatGPT shows the power of this phenomenal technology in an impressive way. …
Box Plot, Violin Plot, Ridgeline PlotβββOh 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, ClichΓ© 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 …
Data Science Libraries For Beginners: Gentle Introduction
Author(s): Gencay I. Originally published on Towards AI. In this guide, you will gain knowledge about Data Science Libraries, from Data Exploration to Machine Learning. Students are studying at the deck β leonardoai I can not promise you to be a master …
Accessing Open-Source Packages Safely Behind Corporate Firewalls
Author(s): John Adeojo Originally published on Towards AI. How Repository Mirroring Enables Enterprise Data Science Teams to Safely Innovate Image by Author: Generated with Midjourney The creation of custom AI tools, encompassing both traditional pattern recognition algorithms and cutting-edge generative AI, necessitates …
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 …
The Creator of the Travel Time Prediction Algorithm Used in Google Maps!
Author(s): Louis Bouchard Originally published on Towards AI. Forget PIP, Conda, requirements.txt! Use Poetry Instead And Thank Me Later Bex T. in Towards AI Pain-free dependency management is finally hereΒ·8 min readΒ·Jun 24 1.3K 16 … Read the full blog for free …
The Complete Guide to Data Preprocessing (Part 2)
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. Loading the Data Set In the first part of this article, we described the data preprocessing process and showed how to handle missing values, categorical data, outliers and skewed data. In this part …
The Trials and Tribulations of a Data Scientist in a Startup: A Tale of Sarcasm and Survival
Author(s): Michele De Filippo, PhD ???? Originally published on Towards AI. The Daily Grind It was the best of times, it was the worst of times. But mostly the worst of times. Such is the life of a data scientist, especially one …
Data Science Job Hunting: 5 Books That Guided My Path to Employment
Author(s): Jack Chang Originally published on Towards AI. Book Your Way to A Successful Job Interview Photo by James Yarema on Unsplash I know it has been rough! In the midst of these challenging times, it is undeniable that we are facing …
How Do 8 Smaller Models in GPT4 Work?
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. The secret βModel of Expertsβ is out; let's understand why GPT4 is so good! In recent years, deep learning models have been all the buzz. Every company is developing it. And …
Attacking Large Language Models: LLMOps and Security
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Assessing Vulnerabilities and Mitigating Risks in Internal Language Model Deployments Image by Author with @MidJourney In the realm of AI security, the spotliΝght often fallΝs on the prominentΝ facade β theΝ prompt. It …
GPT-4 Lost This Battle 449 to 28
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. After GDPR, Europeβs push for Safe and Transparent AI will change the LLM landscape significantly. Source: Stanford.edu We have enjoyed foundation models being developed left and right in the last 2β3 …
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