Fri.Jul 28, 2023

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Data News — mid-2023 popular articles

Christophe Blefari

🧜‍♂️ ( credits ) Hey, this is a mid-2023 edition with some of my favourite articles and the popular articles that have been shared this year in the newsletter. There isn't any fancy calculation on how to find the popular articles. Here how it's done. Every link sent in each newsletter is tracked in 2 ways: when you click on a link it first redirect you to my blog so I know that you've clicked on it it adds ref=blef.fr to the url, so the original articl

Data 130
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Introduction to Statistical Learning, Python Edition: Free Book

KDnuggets

The highly anticipated Python edition of Introduction to Statistical Learning is here. And you can read it for free! Here’s everything you need to know about the book.

Python 105
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Anomaly Detection with Machine Learning Overview

Knowledge Hut

Machine learning for anomaly detection is crucial in identifying unusual patterns or outliers within data. It plays a vital role in cybersecurity, finance, healthcare, and industrial monitoring. By learning from historical data, machine learning algorithms autonomously detect deviations, enabling timely risk mitigation. They excel at identifying subtle anomalies and adapt to changing patterns.

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Introduction to Data Science: A Beginner’s Guide

KDnuggets

This article is a guide for new data scientists, and it's designed to help you get started quickly. It's meant to be a starting point, but if you're already in the market for a new job, you may want to read this article more.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Best Practices and Guidance for Cloud Engineers to Deploy Databricks on AWS: Part 3

databricks

For the final part of our Best Practices and Guidance for Cloud Engineers to Deploy Databricks on AWS series, we'll cover an important.

AWS 89
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Agile vs Lean: Understanding the Distinct Approaches

Knowledge Hut

Agile and Lean are methodologies that originated in the realm of software development but have found application in various industries. Agile methodology is based on iterative development, while Lean methodology focuses on waste elimination. This is the primary difference between Agile and Lean. Choosing between Agile and Lean depends on project requirements, team dynamics, and organizational goals.

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Mastering RCA in ITIL: Key Concepts and Methodologies

Knowledge Hut

In today's digital landscape, organizations heavily depend on their IT infrastructure to deliver efficient services. However, incidents and disruptions can still occur, leading to service interruptions and financial losses. To effectively address these issues, organizations need a proactive approach that includes a robust Root Cause Analysis (RCA) methodology.

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Data Pipeline Architecture: Understanding What Works Best for You

Ascend.io

Data pipelines are integral to business operations, regardless of whether they are meticulously built in-house or assembled using various tools. As companies become more data-driven, the scope and complexity of data pipelines inevitably expand. Without a well-planned architecture, these pipelines can quickly become unmanageable, often reaching a point where efficiency and transparency take a backseat, leading to operational chaos.

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Understanding the Importance of ITIL Underpinning Contracts

Knowledge Hut

In today's digital age, Information Technology (IT) plays a critical role in the success and efficiency of businesses across various industries. To effectively manage and deliver IT services, organizations often adopt best practices and frameworks like ITIL (Information Technology Infrastructure Library). UC ITIL provides a comprehensive set of guidelines and processes for IT service management, aiming to align IT services with the needs of the business.

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Exploring ITIL Technical Management: A Comprehensive Overview

Knowledge Hut

If you've ever dreamed of transforming how IT services are delivered to your business, then ITIL Technical Management is just what you need. As one of the most comprehensive ITSM frameworks in use today, it can significantly improve efficiency & increase customer satisfaction with well-managed processes. With its consistent approach to service delivery & continual improvement mindset, ITIL Technical Management is designed to help organizations to stay ahead of their competition by se

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Deep Learning vs Machine Learning: What’s The Difference?

Knowledge Hut

As we move into the world of Artificial Intelligence, it has become important to know certain things whether you study AI or not. On that note, let's understand the difference between Machine Learning and Deep Learning. Below is a thorough article on Machine Learning vs Deep Learning. We will see how the two technologies differ or overlap and will answer the question - What is the difference between machine learning and deep learning?

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HTML Vs CSS: Top Differences and Similarities

Knowledge Hut

HTML and CSS are the two main leading fundamental languages used in web development to create visually appealing and interactive websites. HTML, or Hypertext Markup Language, provides the structural framework for web pages, defining elements such as headings, paragraphs, and links. On the other hand, CSS, or Cascading Style Sheets, controls the presentation and layout of these elements, allowing developers to customize colors, fonts, and positioning.

Media 52
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Top 15+ Python Web Development Projects [with Source Code]

Knowledge Hut

Python is a crucial part of web development projects and has been widely popular for over a decade. It ranks second among the most desired programming languages for web developers, offering higher salaries and strong demand. Although learning Python can be challenging, you can join certification courses like Python Programming online training to master Python skills for web development.

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Data Labeling in Machine Learning: Process, Types, and Best Practices

Knowledge Hut

Data Labeling is the process of assigning meaningful tags or annotations to raw data, typically in the form of text, images, audio, or video. These labels provide context and meaning to the data, enabling machine learning algorithms to learn and make predictions. If you are new to this domain and wanted to learn how to label data for machine learning problems, then you’ve landed on the right page.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.