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LLM Data Guide & 6 Methods of Collection

In the rapidly growing market of artificial intelligence (AI) and generative AI (Figure 1), one term that has taken center stage is ‘large language models’, or LLMs. These vast models enable machines to create content like humans. Data plays a foundational role in shaping the behavior, expertise, and range of these models. But how is this data accessed, especially given the emerging challenges? This article provides a detailed guide on data for LLMs, helps business leaders decide which method of collection to choose, and…

A Guide to 21 Feature Importance Methods and Packages in Machine Learning (with Code)

From the OmniXAI, Shapash, and Dalex interpretability packages to the Boruta, Relief, and Random Forest feature selection algorithmsContinue reading on Towards Data Science » From the OmniXAI, Shapash, and Dalex interpretability packages to the Boruta, Relief, and Random Forest feature selection algorithmsContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content,…

Comparing Outlier Detection Methods

Using batting stats from Major League Baseball’s 2023 seasonShohei Ohtani, photo by Erik Drost on Flikr, CC BY 2.0Outlier detection is an unsupervised machine learning task to identify anomalies (unusual observations) within a given data set. This task is helpful in many real-world cases where our available dataset is already “contaminated” by anomalies. Scikit-learn implements several outlier detection algorithms, and in cases where we have an uncontaminated baseline, we can also use these algorithms for novelty…

Effective Methods of Tackling Modern Cybersecurity

Most organizations are migrating towards adopting cloud technologies, meaning that they essentially operate in cyberspace, so the risk of cyber attacks is now higher than ever. In recent years, organizations have begun to pay more attention to this threat, as the company faces a substantial loss with every attack. As these become more and more common, they have the potential to make a significant dent in overall expenses. Over the past decade, technology has reached many previously unimaginable milestones. However, as…

Methods for Modelling Customer Lifetime Value: The Good Stuff and the Gotchas

Part three of a comprehensive, practical guide to CLV techniques and real-world use-casesContinue reading on Towards Data Science » Part three of a comprehensive, practical guide to CLV techniques and real-world use-casesContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their…

New scientific methods for analyzing criminal careers

The bigger and greener the node, the more exchange takes place. Specialization is more likely to occur with types of crime such as prostitution or environmental crime than with others. Credit: Complexity Science Hub Researchers at the Complexity Science Hub have examined 1.2 million criminal incidents and developed an innovative method to identify patterns in criminal trajectories. The study is published in the journal…

How to connect laptop to your TV in 4 easy-to-use methods

Connecting your laptop to a TV can be a straightforward process. There are various methods to achieve this, but we will outline four methods that allow you to easily cast your Windows laptop/PC or Mac screen onto your TV for presentations, video streaming, and more. You can accomplish this wirelessly through screen casting or by using an HDMI cable. Read on to discover how to connect your laptop to a TV.How to connect laptop to TV using HDMI cableThis method works for both Windows laptop/ PC, as well as Mac, and lets you…

AI Data Collection in 2023: Guide, Challenges & Methods

Digital solutions powered by artificial intelligence (AI) and machine learning models are being implemented in almost every industry worldwide1. Organizations need to collect and harvest large amounts of data, either by themselves or by working with AI data collection services, to successfully leverage these technologies, specifically to train and improve them. Due to this growing need for data, AI data collection is gaining more interest over the past few years. This article provides an in-depth guide to AI data…

Experts discuss the geoengineering methods for reflecting sunlight to cool Earth

Credit: Pixabay/CC0 Public Domain As concerns about climate change intensify, researchers are exploring the potential for large-scale human intervention in the Earth's climate system, a strategy sometimes referred to as geoengineering. One approach to cooling the Earth involves sunlight reflection methods, or "SRM," such as adding aerosols to the stratosphere. While still in the realm of theoretical research, such approaches…