Regex for the Modern Data Scientists
Author(s): Riccardo Andreoni Originally published on Towards AI. Letβs dive into the intriguing world of RegEx and discover its importance for data scientists and software engineers. In Data Science and Software Engineering, Regular Expressions, or RegEx, is an indispensable tool. These intricate …
Evolution in Your Code Part 2: How to Solve a Staff Allocation Problem Using Genetic Algorithm
Author(s): Francis Adrian Viernes Originally published on Towards AI. Solving A Staff Resource Allocation Problem Using Genetic AlgorithmPhoto by Kentaro Toma on Unsplash If you came here from my previous article, Evolution in Your Code: Understanding and Coding Genetic Algorithm From Scratch …
Vector Database: What Is It and Why All the Hype?
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. An overview of the multiple trade-offs to consider when picking your vector database solutionPhoto by Δ°smail Enes Ayhan on Unsplash Vector databases have received a lot of attention in the past few months, …
3 Best (Often Better) Alternatives To Histograms
Author(s): Bex T. Originally published on Towards AI. Avoid the most dangerous pitfall of histograms Top highlight Image by me with Leonardo AI Histograms are probably the first plot you might have used as you embark on your journey as a data …
Top Important Computer Vision Papers for the Week from 4/9 to 10/9
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research Computer vision, a field of artificial intelligence that enables machines to interpret and understand the visual world, is rapidly evolving with groundbreaking research and technological advancements. On …
Decoding Business Challenges: The Art of Crafting Analytical Solutions
Author(s): Francis Adrian Viernes Originally published on Towards AI. Determining Which Problems Require Your Analytics ExpertisePhoto by Ross Sneddon on Unsplash In my attempt to grow my expertise as a business, thought, and analytical leader, I tried to read up, attend seminars, …
An Empowering Process Against Ambitious AI Regulation: The 3-Step Solution from Oxford Research
Author(s): The Regulatory Technologist Originally published on Towards AI. If you are an Accountable Manager, Product Owner, Project Manager, or Data Scientist involved in an AI project, Oxford Research has identified YOU as a key player in AI regulation. Get a head …
Satellite Data, Bushfires and AI: Safeguarding Wine Industry Amidst Climate Challenges
Author(s): Magdalena Kortas Originally published on Towards AI. Bushfires, smoke, droughtsβ¦ As you prepare to enjoy a delightful sip from your glass of Australian SΓ©millon this afternoon, take a moment to reflect on the remarkable journey of resilience it has undertaken before …
Summarize Podcasts with ChatGPT: Exploit AI to Extract Insights
Author(s): Riccardo Andreoni Originally published on Towards AI. Discover how ChatGPT can transform your podcast-listening experience. Learn to harness AI technology to distill hours of content into concise summaries, saving you time and enhancing your understanding. Have you ever found yourself engaged …
Automating Emails using Python
Author(s): Mihir Gandhi Originally published on Towards AI. The job market has been quite rocky for some months now. Applications on company websites and job portals are often auto-rejected or receive no reply at all! Sometimes, networking and cold emails is the …
Object Oriented Programming (OOP) in Python β for Beginners (Part 1)
Author(s): MicroBioscopicData Originally published on Towards AI. In this first part of the series Object Oriented Programming (OOP) in Python – for Beginers, we'll embark on a journey to demystify the concept of classes and objects. We'll walk through the basics of …
Simplifying Your Exploratory Data Analysis With These Four (4) Packages
Author(s): Francis Adrian Viernes Originally published on Towards AI. Four Essential Tools Every Data Scientist Should Have in Their ToolboxPhoto by Adam Εmigielski on Unsplash Itβs a great time to be a data scientist! What takes a lot of time to put …
GPTQ Quantization on a Llama 2 7B Fine-Tuned Model With HuggingFace
Author(s): Eduardo MuΓ±oz Originally published on Towards AI. Image by Milad Fakurian on Unsplash In my previous article, I showed you how to instruction fine-tune the new Llama 2 model, just released by Meta AI, to build a Python code generator in …
How to Boost Pandas Speed And Process 10M-row Datasets in Milliseconds
Author(s): Bex T. Originally published on Towards AI. Use Pandas the way it was intended to Top highlight Image by me with Midjourney βGreatβ¦ another article on how to make Pandas n times faster.β I think I have said that countless times …
Prompt Engineering to Leverage In-Context Learning in Large Language Models
Author(s): Salvatore Raieli Originally published on Towards AI. How to modify your text prompt to obtain the best from an LLM without trainingPhoto by Steven Lelham on Unsplash Large Language Models are more and more used and their skills are surprising. Part …
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