Month: September 2023

Are proprietary LLMs like ChatGPT and GPT-4 actually easy to replicate? Published in · 15 min read · Just now (Photo by Tanbir Mahmud on Unsplash) The proposal of the … Read more

The DINO framework shares the same overall structure with other similarity-learning frameworks like BYOL or the mean teacher but also with knowledge distillation. Let’s first have a look on how … Read more

We have all the ingredients we need to check if a piece of text is AI-generated. Here’s everything we need: The text (sentence or paragraph) we wish to check. The … Read more

In this blog post, I will explain how to create a simple agent capable of basing its answers on content retrieved from Wikipedia to demonstrate the ability of LLMs to … Read more

How organizations can prepare themselves for the obstacles and success factors on the road to a democratized data culture Published in · 7 min read · 3 hours ago Data … Read more

Having the right dtypes in pandas is a must for clean data-analysis. Here’s how and why. Published in · 8 min read · Just now Having appropriate dtypes for your … Read more

This is the most common method and the one you will surely know. Anyway, we are going to study it because I will show advanced analysis techniques in these cases. … Read more

Essentially our app has two columns. The first contains a text box for the user to enter their query, a set of radio buttons that allows us to switch between … Read more

Now, the Google Maps API key can be added to the .env file that we set up earlier OPENAI_API_KEY = {your open ai key}GOOGLE_PALM_API_KEY = {your google palm api key}GOOGLE_MAPS_API_KEY … Read more

Results from tests devised to compare the power and limitations of these language models that are just an URL away Published in · 22 min read · 1 hour ago … Read more

Benchmarking NOAA’s Hurricane Outlooks Published in · 10 min read · Just now Hurricane from Space by Leonardo AI DreamShaper_v7 model Plotting discrete data is straightforward; representing ranges of data … Read more

Using unsupervised machine learning, FastAPI and Docker Published in · 15 min read · Just now Image by author. Problem statement Extract colors from images Project structure Code Deploy the … Read more

The reasoning framework for making life and career-defining decisions Published in · 13 min read · 2 hours ago If choosing the appropriate degree course or program to study Artificial … Read more

Get more from your aggregations by using SQL window functions Published in · 15 min read · Sep 17 Photo by Components AI on Unsplash Introduction When it comes to … Read more

Learn about key techniques used for BERT optimisation Published in · 5 min read · Just now The appearance of the BERT model led to significant progress in NLP. Deriving … Read more

A complete guide to everything I wish I’d done before starting my Data Science journey, here’s to acing your first year in data Published in · 17 min read · … Read more

Matplotlib Tutorial How to draw beautiful maps with Python and Matplotlib Published in · 10 min read · Just now Map created by the author Yes, I created the map … Read more

Photo by Leiada Krozjhen on Unsplash Member-only story A cutting-edge unsupervised method for noise removal, dimensionality reduction, anomaly detection, and more Published in · 7 min read · Just now … Read more

In this article, we will build a neural network from scratch and use it to classify handwritten digits. Why reinvent the wheel/neural network, I hear you say? Can’t I just … Read more

In this first article, we’ll dive into ggml, the fantastic tensor library created by Georgi Gerganov. How does it work? How is the tensor creation process? Can we start with … Read more

In conclusion, the Q-learning agent converged to a sub-optimal strategy as mentioned previously. Moreover, a portion of the environment remains unexplored by the Q-function, which prevents the agent from finding … Read more

This post is based on our RANLP 2023 paper “Exploring the Landscape of Natural Language Processing Research”. You can read more details there. As an efficient approach to understand, generate, … Read more

In our ongoing series on Machine Learning Risk Management, we’ve embarked on a journey to unravel the critical elements that ensure the trustworthiness of Machine Learning (ML) systems. In our … Read more

Don’t let heuristics undermine your ML, learn to combine them Published in · 6 min read · 2 hours ago In today’s data-driven landscape, recommendation systems power everything from social … Read more

Leveraging Semi-Supervised Concept-based Models with CME CME relies on a similar observation highlighted in [3], where it was observed that vanilla CNN models often retain a high amount of information … Read more