βNavigating the Data Odyssey: Top Data Analytics Trends for 2023β
Author(s): Bhavesh Agone Originally published on Towards AI. The study of analyzing raw data to draw inferences about information is known as data analytics. In this blog, Iβll discuss the future of data analytics and show you where the sector is going. …
Beyond Tutorials: Learning Data Analysis with LangChainβs Pandas Agent
Author(s): Edwin Tan Originally published on Towards AI. How to leverage LangChain's Pandas Agent as your co-pilot.Image by author. Pandas has become the de-facto Python library when it comes to data processing and analysis due to its rich API and intuitive data …
ANPR with YOLOV8
Author(s): Skander Menzli Originally published on Towards AI. Photo by Semyon Borisov on Unsplash Introduction: YOLO V8 is the latest model developed by the Ultralytics team. Itβs a state-of-the-art YOLO model that transcends its predecessors in terms of both accuracy and efficiency. …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. Part 2β Setting up the base for the ReAct RAG botPrompting techniques. In the previous blog, we got an introduction to prompt engineering and the two basic prompting techniques β zero-shot and few-shot prompting. …
Choosing the Right GPU Strategy for Your AI Project
Author(s): Ryan Shrott Originally published on Towards AI. Explore the practical implications of purchasing versus renting a GPU for your AI endeavors, using real-life scenarios to guide your decision.Photo by Daniel LeΕΌuch on Unsplash Whether youβre a budding startup aiming to change …
How Teachers Tap the Potential of ChatGPT in the Classroom
Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI Drops Useful Back-To-School Prompts for EducatorsPhoto by Mimi Thian on Unsplash βEducation is the most powerful weapon which you can use to change the world.β β Nelson Mandela ChatGPT has been making waves, …
Enhancing Efficiency: 10 Decorators I Use Daily as a Tech MLE
Author(s): MindfulModeler Originally published on Towards AI. Introduction: Machine Learning Engineers (MLEs) are the architects of AI, sculpting intelligent systems that can recognize patterns, make predictions, and automate tasks. In this journey, Python is our trusty companion, and Python decorators are our …
Transformer Architectures and the Rise of BERT, GPT, and T5: A Beginnerβs Guide
Author(s): Manas Joshi Originally published on Towards AI. Source: Image by geralt on Pixabay In the vast and ever-evolving realm of artificial intelligence (AI), there are innovations that donβt just make a mark; they redefine the trajectory of the entire domain. Among …
Deep Learning Applied to Physics and Fluids
Author(s): Eduardo Vitalbrasil Originally published on Towards AI. Numerical simulations have been used for years to understand the behavior of physical systems; how the fluids interact with a structure, how a geometry is deformed under stress, or even the thermal distribution under …
AI will not take your job!
Author(s): Ashay Nayak Originally published on Towards AI. AI as a friend rather than an enemy!! If you are not a Medium member then you can use below friendly link to read the complete story. Friendly Link so that everyone can read …
Creating an Audio Classification Pipeline for Identifying Classical Music Composers
Author(s): Dmytro Iakubovskyi Originally published on Towards AI. A step-by-step guide for building the audio-based Machine Learning classification model for several top classical composers and making it live through Hugging FacePhoto by Stefany Andrade on Unsplash While figuring out the authorship of …
Entity Recognition with LLM: A Complete Evaluation
Author(s): Patrick Meyer Originally published on Towards AI. Photo by Alexander Grey on Unsplash Thanks to their size, large language models (LLMs) have acquired formidable language processing skills. With little or no examples, they are able to perform language processing operations such …
A Simple Hugging Face Guide to Chatting with the Llama-2 7B Model in a Colab Notebook
Author(s): Kris Ograbek Originally published on Towards AI. Itβs easier than you think!Photo by Glib Albovsky on Unsplash If youβre into open-source LLMs, you see Llamas everywhere. At least I do π So Iβve finally decided to play with Llama 2 by …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. The Finale (Part 4) β Completing the ReAct RAG BotPrompting techniques. In the final part of this blog series, we will put all of the components we discussed in the previous blogs β parts …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. Part 3β Individual ReAct RAG bot componentsPrompting techniques. In the previous blog, we discussed the Chain-of-Thought prompting technique and saw some of the examples for that. Also, we discussed the inspiration behind the ReAct …
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