Gated Recurrent Neural Network from Scratch in Julia
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Let’s explore Julia to build an RNN with GRU cells from zero Image by Author. 1. Introduction Julia is becoming more popular as a programming language in data science and machine learning. Julia’s …
How To Fine-Tune An LLM for A Question Answer (QA) Task Locally
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A practical step-by-step guide to Extracting information from your custom data by asking questions There are three main types of question-answering tasks. Extractive QA: It is the task in which systems …
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, …
Unleash Data Insights: Mastering AI for Powerful Analysis
Author(s): Amit Kumar Originally published on Towards AI. Discover the Hype Around AI: ChatGPT and Google Bard Unveiled! By now, you must have come across the exciting talk about AI tools such as ChatGPT and Google Bard. ChatGPT, in particular, created a …
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 …
Efficient Testing of Your Python Code With Pytest
Author(s): Janik and Patrick Tinz Originally published on Towards AI. TESTING AND PROGRAMMING Photo by Douglas Lopes on Unsplash Do you often look for errors in software components that could prevent with a better testing strategy? Sometimes you or a colleague change …
As a Heavy User, My Mood Towards GPT Has Changed: Here’s Why
Author(s): John Loewen Originally published on Towards AI. Words of wisdom from a recovering GPT-4 addict Dall-E image — “impressionist AI trying to help write” I am a recovering GPT-4 addict. I haven’t used GPT-4 for 2 days now. Thank you, it’s …
10 Time-Saver ChatGPT Prompts
Author(s): Sarper Makas Originally published on Towards AI. Keep Your Time for Yourself Save your time with these 10 time-saving ChatGPT Prompts. This is the second article about time-saving. You can see the first “Time Saver ChatGPT Prompts” article. Let’s see… 10 …
How OpenAI’s New Function Calling Breaks Programming Boundaries
Author(s): Skanda Vivek Originally published on Towards AI. New OpenAI ChatGPT/GPT-4 function calling bridges the gap between deterministic and non-deterministic programming — leading to all sorts of possibilities interface between a well-defined city and abstract clouds U+007C Bing Image Creator A couple …
20 Most Elegant NumPy Tricks I Found After 3 Years of Use
Author(s): Bex T. Originally published on Towards AI. Become a NumPy samurai Image by me with Midjourney Every data scientist admires someone. For some, it might be people who create killer data visualizations; for others, it is simply anyone who answers their …
Why the AI Hype Compels Me And Why These Two Major Threats Concern Me
Author(s): Ken Jee Originally published on Towards AI. As artificial intelligence exerts a groundbreaking impact on our daily lives, we are at a crossroads: adapt to create new opportunities or risk falling behind. What kinds of challenges does this new reality potentially …
5 Powerful Cross-Validation Methods to Skyrocket Robustness of Your ML Models
Author(s): Bex T. Originally published on Towards AI. All CV procedures you need to know as a data scientist, explained Image by me with Midjourney Before I start selling the merchandise, I need to pitch the main idea. Picture a crazy world …
19 Most Elegant Sklearn Tricks I Found After 3 Years of Use
Author(s): Bex T. Originally published on Towards AI. Advanced techniques and hidden gems for effective machine learning Learn about 19 Sklearn features you have never seen that are direct and elegant replacements to common operations you do manually. Image by me with …
A Structured Guide For Plotting With Matplotlib
Author(s): Ali Originally published on Towards AI. Learn to create data visualization from raw numbers in this article Photo by Monstera: https://www.pexels.com/photo/loupe-and-smartphone-with-compass-on-maps-7412068/ Data visualization is crucial in the domain of machine learning and data science. It allows you to uncover data patterns …
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