Daniil Korbutrtriangle.hashnode.net·Jan 8, 2023Recommendation System Algorithms and ApproachesRecommendation systems are a type of machine learning algorithm that is designed to predict what a user might be interested in and present them with personalized recommendations. These systems are commonly used in a variety of applications, such as e...Konstantin and 4 others are discussing this5 people are discussing thisDiscuss·611 likes·15.8K readsMLGreat review of different methods, could you elaborate a bit more about metrics in the next article? 16
Alexander Parunovalexander-parunov.hashnode.net·Feb 1, 2021FeaturedFundamentals of Machine Learning Model EvaluationIntroduction Evaluation of Machine Learning models is a crucial part of building a proper intelligent system that brings value to a business through the application of various algorithms. Evaluation of model’s performance or accuracy is usually split...Sasidharan and 2 others are discussing this3 people are discussing thisDiscuss·77 likes·437 readsMachine Learning
Pratham Prasoonprasoonpratham.hashnode.net·Jan 27, 2021MindsDB - The Superpowers of Machine learning in your regular DataBase.A little while ago, I was experimenting with different tools to implement machine learning models in real-world apps, and I came across ‘AI Tables’ by MindsDB. It is a predictive AI layer for existing databases. In this article, I will talk about my ...Syed Fazle Rahman and 2 others are discussing this3 people are discussing thisDiscuss·56 likes·1.1K readsMachine Learning
kumar vishweshforData Science Stuntdatasciencestunt.hashnode.net·Apr 24, 2023Data ScienceIntroduction to AI, ML, and Data Science Journey to AI, ML and Data Science Demystifying AI, ML and Data Science Fuel to AI magic is data Machine Learning Fundamentals What are models in AI? Machine learning landscape 101 Machine learning lan...Discuss·1 likeData Science
Caio Ferreiracaiorcferreira.hashnode.net·Apr 23, 2023Reflections about Supervised Learning on SecuritySupervised learning is a technique that aims to learn a hypothesis function h that fits a behavior observed in the real-world, which is governed by an unknown function \(f\). To learn this function, we use a set of example data points composed of inp...Discuss·45 readsai
Saumya Guptasaumyagupta.hashnode.net·Apr 21, 2023Tackling Imbalanced Data in Machine Learning: Techniques for Accurate PredictionsIntroduction Imagine you have a bag of different coloured balls - red, blue, and green. Now, imagine that you have 10 red balls, 5 blue balls, and only 1 green ball. This means that you have more red balls than blue balls and much fewer green balls. ...Discuss·10 likes·42 reads#imbalanceddata
Rijuth Menon Rrijuth.hashnode.net·Apr 18, 2023Building ML-powered cross-platform apps with Flutter and Google's ML Kit!Introduction Hey guys, it's been a while! I've been looking into building some ML-powered cross-platform applications using Flutter. There are tons of tutorials online using TensorFlow Lite (using the tflite package). That's all great, except for the...DiscussFlutter
Saumya Guptasaumyagupta.hashnode.net·Apr 18, 2023An Introduction to the World of Machine Learning: From Buzzword to BreakthroughMachine learning (ML) has become one of the hottest buzzwords in the tech industry in recent years. It has transformed the way we think about data analysis and decision-making, leading to incredible breakthroughs in a wide range of sectors. In this b...DiscussMachine Learning
Nandeesh1bytenand.hashnode.net·Apr 17, 2023Compression of deep neural networks: P-1Since the inception of the Deep Neural Network, their complexity has been increasing. For a small comparison, look at the table below [1]. ArchitectureModel parameters (in Millions)Alex-Net60Basic-L2440 Alex-Net was introduced in 2012. The current m...DiscussML
Muaz Balogunmeetmuaz.hashnode.net·Apr 15, 2023The Advantages and Growth of Machine Learning in the Society.Machine Learning (ML) has come to change the world of technology, It is becoming an aspect of concern in so many industries. It is the aspect of artificial intelligence (AI) that allows machines to learn and improve from previous experiences, without...Discuss·12 likes·82 readsMachine Learning
Tanay Sharmavecxer.hashnode.net·Apr 9, 2023"Unlocking Data Science: Your Step-by-Step Roadmap for Beginner's Journey"Data has grown to be a useful resource for businesses and organizations all around the world as the world gets more and more digital. It is crucial to have a thorough grasp of data science if you want to remain competitive and relevant in the employm...Discuss·10 likes·57 readsPython
Rajib Mazumderrazib.hashnode.net·Apr 9, 2023Self-Supervised Learning for Human-AI InteractionThe potential of artificial intelligence (AI) to revolutionize the way humans interact with technology is immense. In order to capitalize on this potential, however, AI must be able to learn from its own experiences and adapt to its environment. This...Discussai
yash negiyash27.hashnode.net·Mar 31, 2023ML for Climate ChangeAs a cutting-edge technology, machine learning has the potential to make a substantial impact in the fight against climate change. By analyzing complex data sets and detecting patterns that are invisible to the naked eye, machine learning can provide...DiscussML
