The Power and Potential of Generative AI: A Comprehensive Exploration Author: Tony Ojeda The Dawn of Generative AI In the ever-evolving world of technology, Generative AI, a branch of artificial intelligence, has been making significant strides. This innovative technology has the unique ability to create new content from scratch, be it a piece of music, …
Revolutionizing AI: The Power of Large Language Models Author: Konstantin Galperin Large Language Models (LLMs) have revolutionized the field of artificial intelligence (AI) by demonstrating remarkable capabilities in understanding and generating human language. These models, such as OpenAI’s GPT-4, are built upon deep learning techniques and vast amounts of training data, enabling them to perform …
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Ethics in the Absence of Artificial Intelligence: What don’t we talk about when we talk about the ethics of AI? Author: Evie Fowler When we talk about ethics in AI, we tend to talk about its failures. We repeat embarrassing stories and gotcha moments, evidence that the wonders of the technological age are just as …
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A Hybrid Approach to Customer Segmentation: Combining Machine Learning and Rules-Based Methodologies Author: Evie Fowler Customer segmentation refers to the process of dividing customers into subgroups with similar buying habits and needs. It helps businesses understand their customers better so that they can market existing products more effectively and even develop new products to meet …
Unlock Actionable Insights: 5 Tips for Designing Impactful Market Research Surveys Author: Sean Hughes The most effective and lucrative business decisions are data driven. Sometimes the information needed to make a business decision can come from internal polling or even conversations with team members but many require customer input. Market research survey data can be …
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Deploying JupyterHub with Kubernetes: A Step-by-Step Guide Author: Harsh Patel JupyterHub is a powerful tool for deploying and managing Jupyter Notebooks at scale. With JupyterHub, you can provide multiple users with access to a shared Jupyter Notebook server. This can be useful in a variety of settings, such as classrooms, research groups, or companies that …
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An Introduction to Network Analysis Author: Igor Pshenychny A network analysis is a means of understanding the various entities of a given dataset as well as the relationships between them. It is a useful tool that can generate unexpected insights even when the dataset doesn’t seem conducive to a network analysis. This is because every …
An Examination of Distribution Prediction Methods Author: Konstantin Galperin The current supervised machine learning toolkit is vast, and such methods are applied with a single goal in mind – making a point prediction. However, in some cases, it might be beneficial to predict a range of outcomes. For example, an insurance company might find it …
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Segmentation Models Compared: What’s best suited to your needs? Author: Yifei Zheng Customer segmentation is a means of organizing and managing a company’s relationship with its customers and can improve things like personalized marketing communications, customer service and support efforts, customer loyalty, identifying the most valuable customers, and identifying new product or upsell opportunities. This …
MLOps: Building Machine Learning Systems Author: Ani Madurkar The importance of thinking larger when designing effective and ethical machine learning systems MLOps is taking the data science and machine learning landscape by storm as organizations struggle to realize the value promised by their data. This is partly due to the difficulty in productionizing machine learning …