How Generative AI is disrupting data practices

KDnuggets 2023-09-21 12:37:22 www.kdnuggets.com Sponsored Content   By Bill Hammond, Event Director, Big Data London Generative AI has created a shift in how we interact with and utilise data, with tools such as deep learning and natural …

Make Machine Learning Work for You

David Kang 2023-09-20 12:00:00 www.technologyreview.com IBM reveals that nearly half of the challenges related to AI adoption focus on data complexity (24%) and difficulty integrating and scaling projects (24%). While it may be expedient for marketers …

Unveiling Neural Magic: A Dive into Activation Functions

Muhammad Arham 2023-09-19 10:00:59 www.kdnuggets.com Image by Author     Deep Learning and Neural Networks consist of interconnected nodes, where data is passed sequentially through each hidden layer. However, the composition of linear functions is inevitably …

Hands-On with Supervised Learning: Linear Regression

Kanwal Mehreen 2023-09-18 06:00:17 www.kdnuggets.com Image by Author     Linear regression is the fundamental supervised machine learning algorithm for predicting the continuous target variables based on the input features. As the name suggests it assumes …

How to Identify Missing Data in Time-Series Datasets

Fabiana Clemente 2023-09-18 08:00:22 www.kdnuggets.com Time-series data, collected nearly every second from a multiplicity of sources, is often subjected to several data quality issues, among which missing data. In the context of sequential data, missing information …

Mastering the Data Science Workflow

James Hamilton 2023-09-16 10:46:02 towardsdatascience.com Photo by Fer Troulik on Unsplash The collection stage involves acquiring the necessary data in order to perform a meaningful analysis based upon accurate information. Techniques Data RequirementsDefine which data is …

Getting Started with Scikit-learn in 5 Steps

Matthew Mayo 2023-09-16 12:46:10 www.kdnuggets.com     When learning about how to use Scikit-learn, we must obviously have an existing understanding of the underlying concepts of machine learning, as Scikit-learn is nothing more than a practical …

Stop Using Strings To Represent Paths in Python

Giorgos Myrianthous 2023-09-14 13:04:34 towardsdatascience.com Here’s why you should avoid representing paths as strings and use Pathlib instead Photo by Matt Duncan on Unsplash Working with filesystems is one of the most trivial tasks in programming. …

Linear Regression from Scratch with NumPy

Muhammad Arham 2023-09-14 12:00:11 www.kdnuggets.com Image by Author     Linear Regression is one of the most fundamental tools in machine learning. It is used to find a straight line that fits our data well. Even …

The 5 Best AI Tools For Maximizing Productivity

Nahla Davies 2023-09-14 13:13:48 www.kdnuggets.com   Efficiency and productivity are essential when it comes to data science and processing the massive datasets involved. As these datasets rapidly balloon in size and complexity, the tools we use …

Demand Sensing using Customer Orders

Ramkumar K 2023-09-13 15:21:57 towardsdatascience.com Demand sensing relies on relevant leading indicators to estimate a sales forecast. The rate at which customer orders are placed could be one such leading indicator of near-term demand. In some …