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Mike Huls 2023-09-23 03:41:15 towardsdatascience.com Create, build an publish a Python Package in 5 minutes (image by Erda Estremera on Unsplash) Python packages are collections of reusable code that can be easily shared and implemented across …

Samuele Mazzanti 2023-09-21 10:00:59 www.kdnuggets.com [Image by Author]     The concept of “feature importance” is widely used in machine learning as the most basic type of model explainability. For example, it is used in Recursive …

Aryan Garg 2023-09-22 10:00:33 www.kdnuggets.com Image by Author   In the present century, data is the new oil. Optimizing this data storage is always critical for getting a good performance from it. Opting for suitable data …

Michal Szudejko 2023-09-22 00:32:14 towardsdatascience.com A step-by-step tutorial for data professionals In my recent articles, I noted that a significant challenge for many companies today is the vast amount of available data and their limited ability …

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 …

Abhijit Bose 2023-09-21 12:45:00 www.technologyreview.com Once these components are in place, more complex LLM challenges will require nuanced approaches and considerations—from infrastructure to capabilities, risk mitigation, and talent. Deploying LLMs as a backend Inferencing with traditional …

Guangrui Xie 2023-09-21 10:21:40 towardsdatascience.com Solving operations research (OR) problems with ChatGPT Photo by Jakob Owens on Unsplash Ever since the emergence of ChatGPT, I’ve been thinking about how ChatGPT would influence the world of optimization …

KDnuggets 2023-09-20 13:00:18 www.kdnuggets.com Sponsored Content    Hopsworks is organizing the third Feature Store Summit, a free online conference on October 11th, 2023, on how to build production ML systems with a focus on data management for …

Raja Vaidyanathan 2023-09-20 12:56:39 aws.amazon.com As customers accelerate their migrations to the cloud and transform their business, some find themselves in situations where they have to manage IT operations in a multicloud environment. For example, 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 …

Mike Clayton 2023-09-19 14:48:26 towardsdatascience.com Optimisation Numba is very fast, but is it fast enough? 16 min read · 10 hours ago Photo by Stanos on Unsplash Numba is a widely used optimisation library for Python …

Hennie de Harder 2023-09-20 01:07:28 towardsdatascience.com A working ant. Image created with Dall-E 2 by the author. Solving optimization problems and enhancing results with ACO in Python Welcome back! In my previous post, I introduced the …

Oscar Leo 2023-09-19 19:30:38 towardsdatascience.com On the side of my full-time job as the CEO of a small machine-learning company, my hobby is creating beautiful data visualizations. I usually do that using Matplotlib, but I wanted …

Dhaval Shah 2023-09-19 12:08:57 aws.amazon.com Amazon SageMaker Feature Store provides an end-to-end solution to automate feature engineering for machine learning (ML). For many ML use cases, raw data like log files, sensor readings, or transaction records …

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 …

Zeyi Yang 2023-09-19 03:45:00 www.technologyreview.com Video of an AI streamer generated by Silicon Intelligence. SILICON INTELLIGENCE Once the avatar is generated, its mouth and body move in time with the scripted audio. While the scripts were …

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 …

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 …

Natassha Selvaraj 2023-09-18 10:00:11 www.kdnuggets.com Image by Author   As a data scientist working in industry, the past year has felt like a rollercoaster ride of new tech breakthroughs and AI innovations.  Tools like ChatGPT, Notable, …

Lee Vaughan 2023-09-17 19:08:43 towardsdatascience.com Quickly identify cyclical trends A punch clock with timecards (image by Hennie Stander on UnSplash) A punchcard plot, also called a table bubble chart, is a type of visualization for highlighting …

Mina Ghashami 2023-09-17 19:23:16 towardsdatascience.com Approximate a matrix without having all of its rows Image credit: unsplash.com Matrix approximation is a heavily studied sub-field in data mining and machine learning. A large set of data analysis …

Shreya Rao 2023-09-15 14:41:15 towardsdatascience.com How models learn new information over time, maintaining and building upon previous knowledge Welcome back to the Illustrated Machine Learning series. If you read the other articles in the series, you …

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 …

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 …

Zijing Zhu 2023-09-15 16:22:03 towardsdatascience.com Photo by Tbel Abuseridze on Unsplash Navigating the ever-changing field 15 min read · 16 hours ago To be a data scientist is to sign up as a lifetime learner. Something …

Natassha Selvaraj 2023-09-15 17:06:13 towardsdatascience.com Opinion Is the golden age of data science finally over? Image from iStock If you are reading this article, you probably already have a job in the data industry, or are …

Tom Corbin 2023-09-15 18:02:10 towardsdatascience.com What it is and how to handle it Photo by benjamin lehman on Unsplash In the world of big data, Apache Spark is loved for its ability to process massive volumes …

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. …

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 …

KDnuggets 2023-09-14 14:09:29 www.kdnuggets.com Sponsored Content    Data science teams need general industry experts who understand data science and technical specialists who can make it happen. Bay Path University will provide you with a career path …

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 …

Alan Jones 2023-09-14 04:02:44 towardsdatascience.com Plotly gives you two ways of drawing charts: Graph Objects and Plotly Express. The first is a set of low-level functions that provide maximum flexibility for creating charts, while Plotly Express …

KDnuggets 2023-09-13 09:17:39 www.kdnuggets.com Partnership Content     The All Things Insights Survey Committee along with KDnuggets, AI Business, The AI Summit, Enter Quantum, IOT World Today, the Digital Analytics Association and Marketing Analytics and Data …

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 …

Clark Lefavour 2023-09-13 12:23:42 aws.amazon.com Searching for insights in a repository of free-form text documents can be like finding a needle in a haystack. A traditional approach might be to use word counting or other basic …

Vikesh Pandey 2023-09-12 12:43:16 aws.amazon.com Today, we are excited to announce the simplified Quick setup experience in Amazon SageMaker. With this new capability, individual users can launch Amazon SageMaker Studio with default presets in minutes. SageMaker …

Jeff Chou 2023-09-10 13:09:56 towardsdatascience.com Realities of company and cloud complexities require new levels of control and autonomy to meet business goals at scale Image by Cosmin Paduraru As data teams scale up on the cloud, …

Carl Bettosi 2023-09-10 13:54:26 towardsdatascience.com Solving the example using Value Iteration VI should make even more sense once we complete an example problem, so let’s get back to our golf MDP. We have formalised this as …

Tomer Gabay 2023-09-10 10:15:51 towardsdatascience.com A hands-on tutorial using PySpark to store up to only 0.01% of a DataFrame’s rows without losing any information. Photo by Supratik Deshmukh on Unsplash In an era where companies and …