Fotie M. Constantblog.fotiecodes.com·15 hours agoDropout in Neural Networks: Simplified Explanation for BeginnersDropout is a widely used technique in neural networks to tackle the problem of overfitting. It plays a crucial role in modern deep learning, ensuring models generalize well to unseen data. This blog simplifies this concept for easy understanding, exp...Machine Learning
Dinesh SahooforCOPS IIT BHUblogs.copsiitbhu.co.in·Dec 21, 2024Explainable AI: Evolution And Current AdvancementsArtificial Intelligence (AI) is all around us—powering recommendations, self-driving cars, and even medical diagnoses. But have you ever stopped to wonder how AI makes these decisions? As AI gets more advanced, it becomes harder to understand its rea...10 likes·54 readsExplainability
Vibhor Guptavibhorgupta.hashnode.dev·Dec 20, 2024Understanding LangChain and Vector Databases: A Beginner's GuideIntroduction In the ever-evolving landscape of artificial intelligence and machine learning, new tools and concepts often emerge, making it crucial for developers and enthusiasts to stay informed. One such tool that has gained attention is LangChain....langchain
Mojtaba Malekimojtabamaleki.hashnode.dev·Dec 20, 2024Nvidia CudaWelcome to Neural Nonsense, where we break down complex topics into simple, digestible insights. In this post, we’ll dive into CUDA, a parallel computing platform that has revolutionized how we use GPUs, unlocking their full potential beyond gaming. ...cuda
Arpit Singhai-the-future.hashnode.dev·Dec 19, 2024Principal Component Analysis (PCA).Hi there, in this blog we’ll be exploring about Principal Component Analysis (PCA). It is one of the most useful techniques in MLOPs that helps us make sense of complex data by reducing its dimensions while retaining essential information. If you've ...1 likeAI
Nabaranjan palatasinghnabaranjan1.hashnode.dev·Dec 19, 2024What is Machine Learning? A Beginner's Guide to Understanding MLMachine Learning (ML) is a subset of artificial intelligence (AI) that enables systems to learn and improve from experience without being explicitly programmed. It involves developing algorithms that can process and analyze data to identify patterns,...Machine Learning
Jyotiprakash Mishrablog.jyotiprakash.org·Dec 19, 2024From Branches to Forests: Decision Trees and Random Forests in PythonIn an era where data guides our decisions, the ability to derive meaningful insights from complex datasets is crucial. Machine learning offers powerful tools to achieve this, and among these, Decision Trees and Random Forests stand out for their uniq...information gain
Bittu Sharmabittublog.hashnode.dev·Dec 18, 2024Natural Language Processing (NLP)Natural Language Processing (NLP) is the branch of Artificial Intelligence (AI) that gives the ability to machine understand and process human languages. Human languages can be in the form of text or audio format. Applications of NLP The applications...nlp
Alex Fergusonthe-nonprofit-tech-frontier.hashnode.dev·Dec 17, 2024Why Do Nonprofits Need AI Smart Search for Smarter Websites?In today’s fast-paced digital age, having an intuitive and user-friendly website is essential for nonprofits to engage donors, attract volunteers, and serve their communities effectively. Yet, many nonprofit websites struggle with outdated designs an...AI
Simran Anandsimranblogss.hashnode.dev·Dec 15, 2024Introduction to Diffusion ModelsDiffusion models have emerged as a groundbreaking advancement in AI, offering a fresh approach to generating high-quality synthetic data. These models gained prominence after the success of Generative Adversarial Networks (GANs), which revolutionized...11 likesgen ai
