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
Daniil Korbutrtriangle.hashnode.net·Jan 13, 2023On-policy and Off-policy algorithms in Reinforcement LearningReinforcement learning (RL) is a type of machine learning that enables agents to learn how to make decisions by interacting with an environment. The agent learns to maximize a reward signal by trying different actions and observing the resulting rewa...Kenst Brodinov and 1 other are discussing this2 people are discussing thisDiscuss·341 likes·7.2K readsMachine Learning
Daniil Korbutrtriangle.hashnode.net·Feb 26, 2023AutoML Python packagesIntroduction AutoML, or Automated Machine Learning, is a growing field in artificial intelligence focused on making Machine Learning more accessible to non-experts. AutoML aims to automate some of the most time-consuming and complex tasks involved in...Philippe Plourde and 2 others are discussing this3 people are discussing thisDiscuss·309 likes·9.9K readsautomation
Haifeng Jinhaifeng.hashnode.net·Apr 30, 2024TPUs Are Not for Sale, But Why?Opinion An analysis of Google’s unique approach to AI hardware Photo by Dollar Gill on Unsplash Nvidia’s stock price has skyrocketed because of its GPU’s dominance in the AI hardware market. However, at the same time, TPUs, well-known AI hardware fr...DiscussArtificial Intelligence
Haifeng Jinhaifeng.hashnode.net·Apr 10, 2024Design an Easy-to-Use Deep Learning FrameworkThe three software design principles I learned as an open-source contributor Photo by Sheldon on Unsplash Deep learning frameworks are extremely transitory. If you compare the deep learning frameworks people use today with what it was eight years ag...DiscussDeep Learning
Utkarsh Kantkantschants.hashnode.net·Apr 25, 2023How to split your dataset into train, test, and validation sets?Introduction If you’ve been using the train_test_split method by sklearn to create the train, test, and validation datasets, then I know your pain. Splitting datasets into the test, train, and validation datasets While sklearn certainly provides u...Discuss·10 likesData Fundamentalsdata analysis
Putta Lakshmibitsnbytesofai.hashnode.net·Apr 24, 2023Mastering Transactional Anomalies: A Hands-On Guide to Spotting and Solving Problems in Your BusinessMotivation: In this guide, you’ll learn how to get started with Anomaly Detection using Python, including: What is Anamoly? What are the challenges of Traditional methods to do Anamoly? Using Isolation Forest for Anamoly Detection. How to explain...Discuss·1 like2Articles1Week
Arpit Dubeyarpitdubey.hashnode.net·Apr 23, 2023Universe of Data ScienceDifference between Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL) and, Data Science (DS). To understand these above terms let's look at them each conceptually Introduction let's look at each concepts and it's definition with ...DiscussArtificial Intelligence
Scofield Idehenforscofield.hashnode.net·Apr 23, 2023Democratizing AI with low-code and no-code platformsArtificial intelligence (AI) is rapidly becoming a part of our everyday lives. It has the potential to revolutionize many aspects of our lives, from how we work to how we interact with the world around us. AI has become the most critical development,...Discussai
K Koyalbinarybelle.hashnode.net·Apr 21, 2023AGI (Artificial General Intelligence)I'm K. Koyal, an introverted third-year B.Tech student. In this generation, people like to identify as an introvert and prefer to chat with bots like Siri, Alexa, Google Assistant etc. These are nothing but the form of AGI (Artificial General Intelli...Discuss·1 like·27 readsArtificial Intelligence
Abhishek Mukherjeeabmukherjee.hashnode.net·Apr 21, 2023Roadmap for learning AI with free resources.Learning artificial intelligence can be a complex and challenging task, but with a structured roadmap and the right resources, it can be an achievable goal. Here's a detailed roadmap and list of resources for learning AI, from complete beginner to ad...Discuss·10 likesai
Scofield Idehenforscofield.hashnode.net·Apr 20, 2023Is AI Friend or Foe? Shocking Statistics Reveal the Impact on JobsArtificial Intelligence (AI) is becoming an increasingly critical component of the digital age, transforming how we live and work. While AI offers several benefits, there is a growing concern that it will lead to massive job losses. Recent research b...Discuss·1 likeai
Suvro Banerjeeai-projects.hashnode.net·Apr 19, 2023Finding OpenAI ChatGPT and BeyondChatGPT is a large language model which is trained by OpenAI so that it interacts with the users conversationally. Let's take a look at one example. To understand how ChatGPT was trained it is useful to understand how InstructGPT was trained by Open...Discuss·86 readsopenai
