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Pandas vs Polars? Bid Adieu to Pandas and Switch To Polars!
Author(s): Saankhya Mondal Originally published on Towards AI. Dealing with tabular data? Pandas is the first Python library you’ll come across when dealing with tabular data preprocessing. It’s one of the most popular libraries used in Data Science. Pandas is the go-to …
How Machine Learning Detects Phishing Attacks
Author(s): Eera Bhatt Originally published on Towards AI. Especially since the COVID-19 epidemic, we have relied on the Internet for so many of our daily services like banking, entertainment, and social networking. Sadly, cyber attackers take advantage of this by trying out …
Crossing Boundaries or Building Walls? The Declining Interdisciplinarity of NLP
Author(s): Salvatore Raieli Originally published on Towards AI. In a deluge of information, research is becoming more and more isolated, and this is a problemPhoto by George Rosema on Unsplash Communication — the human connection — is the key to personal and …
A Comprehensive Comparison Between OPen-Source Vector Databases
Author(s): Youssef Hosni Originally published on Towards AI. A Comparison Between Chroma, Milvus, Faiss, and Weaviate Vector Databases Semantic search and retrieval-augmented generation (RAG) are revolutionizing the way we interact online. However, the backbone enabling these groundbreaking advancements is often overlooked: vector …
Top Important LLM Papers for the Week from 08/04 to 14/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Augmenting The Bank Complaints Data
Author(s): Adam Ross Nelson Originally published on Towards AI. A beginner’s guide to data augmentation The process of augmenting data usually involves a scenario where you have some data but not enough data. When you have some data you can apply a …
How To Change the Text Font in an Image Using Computer Vision Techniques
Author(s): Vincent Liu Originally published on Towards AI. Make text in the image editableSource: Photo by Lloyd Newman on Unsplash Choosing the font when we are working on a digital document is trivial. We can always choose the preferred font in the …
Why Command R+ is Much Better Than Mistral Large and Offers the Same Level of Performance as ChatGPT-4_Here is The Result
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. When I look at my Twitter timeline these past few days, I see quite a few tweets about “ Command R+”, it’s a Large language model that supports 10 languages so you can …
Why GPT-4 Data Isn’t As Reliable As You Think
Author(s): John Loewen, PhD Originally published on Towards AI. How GPT-4's verified data became my misinformation nightmareDALL-E image: GPT-4 selling a fake bill of goods. GPT-4 will “find” whatever you ask it to look for — this includes “research” on statistical information …
Zero-Shot and Few-Shot Learning with LLMs
Author(s): Michał Oleszak Originally published on Towards AI. Guidelines for optimal use. Chatbots based on Large Language Models (LLMs), such as OpenAI’s ChatGPT, show an astonishing capability to perform tasks for which they have not been explicitly trained. In some cases, they …
A Data Analysis Project — Amazon Prime Video Userbase & Their Usage Analysis.
Author(s): Kamireddy Mahendra Originally published on Towards AI. “Gaining Excitement in Investigating Insights inbuild in any kind of data Will Lead us to Show the Path to many businesses to Solve their Problems” Photo by Marques Thomas on Unsplash I hope you …
Top Important Computer Vision Papers for the Week from 08/04 to 14/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Prompt Engineering Best Practices: Text Summarization & Information Retrieval
Author(s): Youssef Hosni Originally published on Towards AI. In today’s fast-paced world, we’re inundated with an overwhelming amount of text, leaving little time to read everything we desire. A fascinating application of large language models is their use in text summarization and …
Image Function Calls Made Easy with Claudetools
Author(s): Vatsal Saglani Originally published on Towards AI. Unlock the power of the Claude 3 models to seamlessly convert images into actionable structured outputs.Image generated using ChatGPT Up until now OpenAI models were best in class for generating structured JSON outputs and …
Exploring the TensorFlow Ecosystem: A Comprehensive Overview
Author(s): Youssef Hosni Originally published on Towards AI. An Overview of Tensorflow EcoSystem TensorFlow is a pivotal deep-learning framework developed by Google. Most people know TensorFlow for training deep learning models, however, the TensorFlow ecosystem has more components. This emphasized the aim …
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