Sat.Sep 11, 2021 - Fri.Sep 17, 2021

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How to Extract Tabular Data from Doc files Using Python?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Data is present everywhere. Any action we perform generates some or the other form of data. But this data might not be present in a structured form. A beginner starting with the data field is often trained for datasets in standard formats like […]. The post How to Extract Tabular Data from Doc files Using Python?

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Is AI the Best Solution for Crowd Management?

Dataconomy

We increasingly use technology for a broad variety of purposes, and the more that happens, the more data we collect and store. These days, AI is transforming the way we utilize that information, including crowd management. Machines can read and learn from different types of data and then perform real-world tasks. That’s.

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Q&A With Co-Creator of the 6502 Processor

Hacker News

Few people have seen their handiwork influence the world more than Bill Mensch. He helped create the legendary 8-bit 6502 microprocessor , launched in 1975, which was the heart of groundbreaking systems including the Atari 2600 , Apple II , and Commodore 64. Mensch also created the VIA 65C22 input/output chip—noted for its rich features and which was crucial to the 6502's overall popularity—and the second-generation 65C816 , a 16-bit processor that powered machines such as the Apple IIGS , and t

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2021 Data/AI Salary Survey

O'Reilly Media

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The results gave us insight into what our subscribers are paid, where they’re located, what industries they work for, what their concerns are, and what sorts of career development opportunities they’re pursuing. While it’s sadly premature to say that the survey took place at the end of the COVID-19 pandemic (though we can all hope), it took place at a time when restrictions were loose

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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The power of Python Map, Reduce and Filter – Functional Programming for Data Science

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Map, Filter, and Reduce are paradigms of functional programming. What is functional programming? Functional programming, as the name suggests, computes through the evaluation of functions. They allow us to write simpler, shorter code with faster implementation methods. In functional programming, code relies entirely on […].

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Where Americans Live

FlowingData

Everyone gets a dot. You get a dot. And you get a dot. And you. Read More.

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Popular Myths About AI

The Data Administration Newsletter

Artificial Intelligence (AI) is the most talked-about technology currently and for obvious reasons. However, in the face of many facts about this technology, there have been several myths. For example, many associate it with Terminator-like scenes where machines take over the world, among other myths. In this article, we will be discussing and debunking some […].

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Cross-Sell Prediction Using Machine Learning in Python

Analytics Vidhya

Objective Understand what is Cross-sell using Vehicle insurance data. Learn how to build a model for cross-sell prediction. Introduction If you are a Machine learning enthusiast or a data science beginner, it’s important to have a guided journey and also exposure to a good set of projects.In this article, We will walk through a beginner […].

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Data visualization activities for kids

FlowingData

Nightingale has a kid’s section with printable visualization activities. Get the kids started early while they absorb information like a sponge. Tags: kids , Nightingale.

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5 Data Points that Your 2022 Digital Marketing Strategy Must Include

Smart Data Collective

You must pay attention the data points that matter! Long gone are the days when digital marketing was based on gut feel and what looked good. The industry knows data is critical to a successful strategy. The hard thing is knowing which data points to pay attention to – separating the signal from the noise. With so much of marketing being quantifiable nowadays, it can be easy to get lost analyzing the wrong data and wasting time which could be better spent elsewhere.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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MLOps Community - System Design for RecSys & Search

Eugene Yan

An overview of system design, candidate retrieval, and ranking, with industry examples.

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Beginner’s Guide To Create PySpark DataFrame

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Spark is a cluster computing platform that allows us to distribute data and perform calculations on multiples nodes of a cluster. The distribution of data makes large dataset operations easier to process. Here each node is referred to as a separate machine working on […]. The post Beginner’s Guide To Create PySpark DataFrame appeared first on Analytics Vidhya.

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Humorous charts to organize thoughts

FlowingData

When I’m feeling confused about what’s going on around me, I gravitate towards making charts, so Michelle Rial’s book of charts, Maybe This Will Help: How to Feel Better When Things Stay the Same , resonates. It’s available for pre-order. Tags: book , humor , Michelle Rial.

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Gmail is Using Big Data to Integrate a new VoIP feature

Smart Data Collective

Big data has been a pivotal asset in modern businesses. Major tech companies like Google regularly use big data to offer higher quality services to their customers. Google is one of the companies that has always used big data to its full effectiveness. They have used big data in their Gmail services to offer better features to their customers. In the past, they used new forms of big data technology to offer more robust security.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Data is Risky Business: Return to Sender

The Data Administration Newsletter

A recent experience brought home to me the critical importance of good quality data in even the simplest of processes, particularly as processes become more automated and data driven. Before I went on vacation last month, a new team member joined Castlebridge. Equipment for them was ordered to be shipped to the office, and I […].

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Four Data Engineering Fundamentals All Data Scientists Must Know

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Data Science is a team sport, we have members adding value across the analytics/data science lifecycle so that it can drive the transformation by solving challenging business problems. We have multiple team members in a data science team: data engineers who create the […].

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How the demographics of your neighborhood changed

FlowingData

The San Francisco Chronicle compares demographics in your neighborhood in 2020 against 2010. It’s a straightforward app that lets you enter an address (not just in California) and it shows you the changes at several geographic levels. I like how snappy it is when you enter an address. Tags: census , demographics , San Francisco Chronicle.

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Deciphering the Pros & Cons of Real-Time Data Streaming

Smart Data Collective

In a rapidly digitizing world, data is a crucial thing to both individuals and organizations. One of the recent developments in digital technology is streaming data in real-time. Data streaming is all about processing and analyzing data that keeps on flowing from a particular source to a destination in almost real-time. No matter the size and scale, a business can now reap irrefutable benefits because of the real-time data streaming option.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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5 takeaways from the Salesforce.org trends in higher education report

Tableau

Katharine Bierce. Manager, Research Content. Bronwen Boyd. September 15, 2021 - 5:37pm. September 16, 2021. Salesforce.org wanted to understand how higher education is evolving around the world. Together with Ipsos and the Chronicle of Higher Education, Salesforce.org surveyed more than 2,000 students and staff across 10 countries to better understand their needs amidst the tumult of the pandemic.

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AdaBoost Algorithm – A Complete Guide for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Boosting is an ensemble modelling technique that was first presented by Freund and Schapire in the year 1997, since then, Boosting has been a prevalent technique for tackling binary classification problems. These algorithms improve the prediction power by converting a number of weak […].

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? Dot Patterns – The Process 157

FlowingData

Welcome to issue #157 of The Process, the newsletter for FlowingData members about how the charts get made. I’m Nathan Yau, and this week I’m admiring how dots can be used to show both high granularity and overall patterns. Become a member for access to this — plus tutorials, courses, and guides.

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Protecting IP Addresses in an Age Governed by Data

Smart Data Collective

New developments in data technology have led to some major changes in digital technology. One of the biggest changes has been the need for greater data security. In order to appreciate the importance of implementing a data-driven digital security strategy, you must consider the weak points in your cybersecurity plan. This entails recognizing the need to protect your IP address as much as possible.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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How to harness a new wave of data-driven decision-making

Tableau

Forbes BrandVoice. Kristin Adderson. September 15, 2021 - 2:15am. September 15, 2021. Editor's note: This article originally appeared in Forbes , by Jennifer Day, Vice President, Customer Strategy and Programs, Tableau . Many businesses recently made strategic moves to build or enhance their data cultures, enabling people to make better, faster decisions as they faced unprecedented challenges.

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How to Apply K-Fold Averaging on Deep Learning Classifier

Analytics Vidhya

This article was published as a part of the Data Science Blogathon In this article, we will be learning about how to apply k-fold cross-validation to a deep learning image classification model. Like my other articles, this article is going to have hands-on experience with code. This article will initially start with the theory part then […]. The post How to Apply K-Fold Averaging on Deep Learning Classifier appeared first on Analytics Vidhya.

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Black neighborhoods split by highways

FlowingData

Rachael Dottle, Laura Bliss and Pablo Robles for Bloomberg on how urban highways often split communities : By the 1960s, the neighborhood’s business core was gone, replaced by newly constructed Interstate 94. Homes that had been a short walk to the shops now overlooked a six-lane highway shuttling commuters between the Twin Cities of Minneapolis and St.

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Great Benefits of Leveraging Big Data in Investing

Smart Data Collective

What is value investing? It is when an investor gets stock at cheaper prices than the actual value of the stock. However, value investing is challenging for most people. Successful investors find suitable assets like post pandemic dividends and monitor their stocks. In addition, they make the right decisions to ensure their projects are successful. Understanding the characteristics, which define undervalued stocks, can help you maximize your profits.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Increase trust and visibility with data prep and management enhancements

Tableau

Kate Grinevskaja. Product Manager, Tableau Catalog. Spencer Czapiewski. September 14, 2021 - 12:29am. September 15, 2021. Fully realizing your data-driven vision is closer than you think. The Tableau 2021.3 release enhances Tableau Data Management features to provide a trusted environment to prepare, analyze, engage, interact, and collaborate with data.

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Performing Email Spam Detection Using BERT in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In the previous article, we have talked about BERT, Its Usage, And Understood some of its underlying Concepts. This article is intended to show how one can implement the learned concept to create a spam classifier using BERT. Table Of Contents Introduction Understanding […].

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Beautiful News, a book charting the good things in the world

FlowingData

From David McCandless and team, who you might know from such books as Information is Beautiful and Knowledge is Beautiful has a new book on Beautiful News : Inspired by our ongoing Beautiful News project, the book surfaces and visualises the amazing, beautiful, positive things *still* happening in the world. Things we can’t always see because we’re fixated on the negativity of the news.

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Scalability-focused Email Marketing Solutions that Incorporate Hadoop

Smart Data Collective

Apache Hadoop needs no introduction when it comes to the management of large sophisticated storage spaces, but you probably wouldn’t think of it as the first solution to turn to when you want to run an email marketing campaign. This collection of open-source utilities are primarily designed to help solve issues related to distributed storage, which is normally associated with crunching large numbers and tracking information that comes in from multiple sources.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!