Category: machine learning
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Sklearn Examples for AI Beginners: Basic Guide
Understanding Sklearn: Its Importance and Benefits in AI and Machine Learning for Beginners Sklearn, also known as Scikit-learn, is an open-source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection and evaluation, and many other utilities. What is Sklearn? Sklearn is a free…
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AI Programming with Python: A Quick Tutorial for Beginners
Introduction to AI Programming in Python Artificial Intelligence (AI) is a rapidly growing field that is transforming industries and professions across the globe. Python, with its simplicity and vast range of libraries, has become the language of choice for AI programming. This chapter serves as an introduction to AI programming in Python, providing a foundation…
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AI Programming in Java: Basics
Introduction to AI Programming in Java: Why Java is a Great Choice for AI Development Artificial Intelligence (AI) has become an essential part of modern software development, with applications ranging from data analysis and natural language processing to computer vision and robotics. Java, as one of the most popular programming languages, offers a wide range…
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Demystifying Artificial Intelligence: A Comprehensive Guide to Starting Your Journey in AI Programming
Introduction to Artificial Intelligence and Its Importance in Today’s World Artificial Intelligence (AI) has become an integral part of our daily lives, revolutionizing various industries and transforming the way we interact with technology. This chapter aims to provide an overview of AI, its importance in today’s world, and how it has evolved over the years.…
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WizardLM – Enhancing Large Language Models with AI-Evolved Instructions
Making Large Language Models Better at Following Complex Instructions Large language models (LLMs), like GPT-4, are great at understanding and generating text. However, they often struggle to follow complex instructions given by users. To overcome this limitation, researchers use open-domain instruction data created by humans, which is time-consuming and labor-intensive. The Problem with Human-Created Instructions…
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Vicuna: The Open-Source Chatbot Rivaling GPT-4 with Impressive Performance
Vicuna: A New Open-Source Chatbot Competing with GPT-4 In the world of large language models (LLMs), chatbot systems have seen significant advancements, with OpenAI’s ChatGPT being a prime example. However, the lack of clarity in ChatGPT’s training and architecture details has limited research and open-source innovation. Enter Vicuna-13B, an open-source chatbot inspired by the Meta…
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HuggingChat: The Open Source Alternative to ChatGPT
HuggingChat: A New AI-Powered Chatbot HuggingChat, the first open source alternative to ChatGPT, is now available for testing on Hugging Face. This AI assistant aims to provide users with a friendly, human-like personality and the ability to understand and respond to natural language queries. HuggingChat is capable of performing various tasks, such as drafting articles,…