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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 …
How to build an Air-gapped LLM-based AI Chatbot in Containers Step-by-Step
Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. As AI tools become increasingly popular, they play an important role in boosting our productivity in everyday tasks. However, bringing them into professional settings faces challenges because they need internet access, and …
Buckle Up For Beautiful Python Plotly Mapping With GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. On-the-fly interactive choropleth and bubble map codeDall-E image: impressionist painting of mapping global undernourishment GPT-4 prompting for Python code generation has drastically expedited my coding workflow. I use GPT-4 with interactive libraries like …
Overcoming LLMs’ Analytic Limitations Through Suitable Integrations
Author(s): Meghdad Farahmand Ph.D. Originally published on Towards AI. An idea of Text Analysis. Created by Dolly. Introduction Despite their significant power and remarkable potential to become our only go-to solution for many of our AI and data-related problems in the near …
The Infamous Attention Mechanism in the Transformer Architecture
Author(s): Arion Das Originally published on Towards AI. TRANSFORMER ARCHITECTURE from source THE WHY & WHEN? It all started with a problem. How do you play around with sequential data?! People had the architecture to work with regression and classification problems, but …
Moral Decision-Making in Autonomous Vehicles
Author(s): Nimit Bhardwaj Originally published on Towards AI. Moral Decision-Making in Autonomous Vehicles Autonomous vehicles (AVs) have long sparked debate around the ethics of transferred decision-making autonomy on roads. Within this terminology though, sits different levels of autonomy. The Society of Automotive …
Top 10 Generative AI Companies Revealed
Author(s): Jennifer Wales Originally published on Towards AI. Get a closer view of the top generative AI companies making waves in 2024. They are soaring with career opportunities for certified AI professionals with the best AI certification programs. Open wider doors to …
GROQ — A Quickest and Cheapest LLM Inference
Author(s): M. Haseeb Hassan Originally published on Towards AI. A Game Changer in AI Processing — Speed, Efficiency, and BeyondGROQ — A quickest and cheapest LLM Inference Platform Groq recently received much attention as one of the quickest LLM Inference methods available. …
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 …
Charting New Territories: Navigating Deep Learning and Machine Learning in GIS Solutions.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 Deep learning and machine learning, what is the difference you may ask? they sound the same for you as a GIS developer. These two terms are …
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