Demystifying NLP: A Beginner’s Guide to Natural Language Processing Basics and Techniques
Author(s): Abdulraqib Omotosho Originally published on Towards AI. Photo by Jr Korpa on Unsplash Natural Language Processing (NLP) is an exciting field in Machine Learning that empowers machines to comprehend, interpret, understand and generate human language. It is basically the technology that …
How Does an LLM Generate Text?
Author(s): Ivan Reznikov Originally published on Towards AI. The original article was published on my LinkedIn page. All the code is provided on Github and Colab Read more about LLMs in my Langchain 101 series: LangChain 101: Part 2ab. All You Need …
7 Ways To Make a Correlation Matrix In Python
Author(s): Adam Ross Nelson Originally published on Towards AI. Don’t be the data scientist who always throws the same correlation matrix around! Lets be honest the plain vanilla correlation matrix is a snooze. So is the ever-popular pairplot. Useful, but a snooze. …
Generative AI for time-series
Author(s): Fabiana Clemente Originally published on Towards AI. Time-series data — traffic data, stock prices, weather and energy measurements, healthcare signals — is essentially data that is continuously generated over time. This time dependency introduces new levels of complexity to the process …
Secure Conversations: Protecting Privacy And Data When Using ChatGPT 🛡️
Author(s): Don Kaluarachchi Originally published on Towards AI. How to keep your ChatGPT conversations safe and privateImage by Don Kaluarachchi (author) In this digital age, our conversations often happen in the virtual realm. Whether it is seeking information, getting assistance, or just …
This AI newsletter is all you need #65
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, we had developments in AI regulation from the Capitol: tech leaders such as Elon Musk and Mark Zuckerberg joined over …
Regex for the Modern Data Scientists
Author(s): Riccardo Andreoni Originally published on Towards AI. Let’s 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 …
Introduction to Person Re-Identification
Author(s): Aditya Mohan Originally published on Towards AI. Photo by Tobias Tullius on Unsplash Person re-identification is a process that identifies individuals who appear in different non-overlapping camera views. This process does not rely on facial recognition but instead considers clothing details, …
Beyond GPT-4: What’s New?
Author(s): Luhui Hu Originally published on Towards AI. The Four Eras of Computing Four major trends in Gen AI: LLMs to multimodal, connections to vector DB, agents to OS, and fine-tuning to plugins Nvidia’s CEO likened ChatGPT to the “iPhone Moment” for …
Walkthrough of Graph Attention Network (GAT) with Visual Implementation
Author(s): David R. Winer Originally published on Towards AI. Top-level visualization of walkthrough material Understanding Graph Neural Networks (GNNs) is increasingly relevant as transformers continue tackling graph problems like from the Open Graph Benchmark. Even if natural language is all a graph …
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