Sat.Jul 17, 2021 - Fri.Jul 23, 2021

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Everything You Need To Know About PandasGUI

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction How many times you have used Pandas library for your. The post Everything You Need To Know About PandasGUI appeared first on Analytics Vidhya.

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Convenience over common sense: The security dilemma of smart home devices

Dataconomy

Smart home devices are used to monitor or control the environment in our homes. These marvels of technology make life easier by handling changes in temperature, lighting, entertainment systems, and other appliances. But while they’re the height of convenience, we can’t ignore the security nightmare being created by their use.

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Converting Big Data into Actionable Intelligence

The Data Administration Newsletter

In today’s world, access to data is no longer a problem. There are such huge volumes of data generated in real-time that several businesses don’t know what to do with all of it. Unless big data is converted to actionable insights, there is nothing much an enterprise can do. And outdated data models no longer […].

Big Data 145
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Data Strategy: The Missing Link in Your Digital Transformation Plan

Smart Data Collective

On the surface, digital transformation is a simple process. You take a business activity that is old and ineffective/inefficient and re-energize it with new technology. This could be moving your spreadsheets to cloud software or even going so far as to move up from paper to digital. There is nothing inherently wrong with this process, but the way digital transformation is deployed often misses powerful opportunities ripe for the taking.

Power BI 143
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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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Everything You Should Know About Built-In Data Structures in Python – A Beginner’s Guide!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Python Programming Language has been used worldwide for different fields such. The post Everything You Should Know About Built-In Data Structures in Python – A Beginner’s Guide! appeared first on Analytics Vidhya.

Python 397
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What you missed at Data Natives x VentureBeat Transform (and how to fix your FOMO)

Dataconomy

It was a week of superlatives. Data Natives x VentureBeat Transform week was an outstanding success in every aspect. Whether you measure the quality of the speakers, the content of the sessions, the incredible registered attendee facts, the support of our sponsors and partners, or the number of people watching.

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Top 10 Big Data CRM Tools To Increase Business Sales

Smart Data Collective

Big data technology is incredibly important in modern business. One of the most important applications of big data is with building relationships with customers. Every enterprise wants to improve its business relationship and productivity. Therefore, CRM software comes into the picture to help enterprises achieve their business targets. These software tools rely on sophisticated big data algorithms and allow companies to boost their sales, business productivity and customer retention.

Big Data 142
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Understanding RNN Step by Step with PyTorch

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this article, we will learn very basic concepts of. The post Understanding RNN Step by Step with PyTorch appeared first on Analytics Vidhya.

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Communal Computing’s Many Problems

O'Reilly Media

In the first article of this series, we discussed communal computing devices and the problems they create–or, more precisely, the problems that arise because we don’t really understand what “communal” means. Communal devices are intended to be used by groups of people in homes and offices. Examples include popular home assistants and smart displays like the Amazon Echo, Google Home, Apple HomePod, and many others.

ML 135
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New Olympic sports explained

FlowingData

The 2020 Summer Olympics are here, so ’tis the season for experimental visual explainers. The Washington Post uses a combination of illustration, video, and augmented reality to show off three new Olympic sports : skateboarding , surfing , and sport climbing. The skateboarding piece with Heimana Reynolds uses a left-right hover to move back and forth through a time-lapse.

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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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What Are State-Sponsored Cyber Attacks and Do They Use AI?

Smart Data Collective

Artificial intelligence has played a very important role in modern cyber attacks. Although AI technology has been very important in creating safeguards to stop these attacks, it has also been used to make these attacks even more vicious. Many hackers are using both social engineering and A I to exploit targets more effectively. A number of countries have engaged in cyber attacks against each other.

AI 140
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Top 3 Ways to Write Your Tensorflow Code

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Having choices gives us flexibility and scope of creativity Introduction I. The post Top 3 Ways to Write Your Tensorflow Code appeared first on Analytics Vidhya.

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Metadata Improves Security, Quality, and Transparency

The Data Administration Newsletter

How does Spotify win against a competitor like Apple? They use data better. Using machine learning and AI, Spotify creates value for their users by providing a more personalized experience. Let’s take a quick look at the layers of aggregate information that are used to enhance their platform: – Spotify uses natural language processing (NLP) […].

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? Learning New Visualization Things Practically – The Process 149

FlowingData

Welcome to issue #149 of The Process , the newsletter for FlowingData members about how the charts get made. I’m Nathan Yau, and this week I’m thinking about how to learn as much as I can about new visualization things, but also get actual work done. Become a member for access to this — plus tutorials, courses, and guides.

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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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Using Data Analytics to Determine if a Fintech Site is Safe to Use

Smart Data Collective

Data analytics technology has been very beneficial for many consumers around the world. You can use data mining and analytics technology to make more informed decisions about purchases that you intend to make. One way that many people benefit from data analytics technology is that it can help them when they need to access financial services. They can use AI tools to figure out their chances of getting approved for a financial application, such as a loan or insurance policy.

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Absolute Beginner’s Series To Implement Neural Networks(Part-1)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview This is the first of the three articles in the. The post Absolute Beginner’s Series To Implement Neural Networks(Part-1) appeared first on Analytics Vidhya.

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What do data-driven companies have in common? Research reveals five key trends

Tableau

Ashley Howard Neville. Senior Evangelist, Tableau. Kristin Adderson. July 23, 2021 - 9:59pm. July 26, 2021. Recent IDC research, sponsored by Tableau, found that 83% of CEOs want a data-driven organization, but only 33% of executives are comfortable questioning business KPIs and metrics1, revealing disparities between what executives “want” and “have.”(1) Nearly all executives say they want their organization to be more data-driven, but discount cultural investments that help bring that change t

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Falling spin rates in baseball after rule enforcement

FlowingData

NYT’s The Upshot analyzed spin rate on pitches before and after enforcing a ban on sticky substances that provide more grip on the ball. The rule has been in place for decades but wasn’t enforced. However, there’s been more strikeouts than usual, which makes for less exciting sports, which means less people watch, and therefore, the league makes less money.

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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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Will AI Developments Help Open Banking Take Off?

Smart Data Collective

Artificial intelligence has become a gamechanger in the banking industry in recent years. The global market for AI in Fintech was valued at nearly $8 billion last year. It is projected to be worth nearly $27 billion by 2026. There are a number of reasons that AI is becoming an integral part of the banking industry. One reason is that it is driving process automation.

AI 136
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Streamlit – Quickly turn your ML models into Web apps

Analytics Vidhya

ArticleVideo Book What is Streamlit? After you create your Machine Learning model for a specific problem, usually the next step is to create a. The post Streamlit – Quickly turn your ML models into Web apps appeared first on Analytics Vidhya.

ML 394
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Machine Learning is Replacing Music Mastering

The Data Administration Newsletter

As AI continues to penetrate many areas of our lives, the music industry is no exception. Although there are many music production-related applications that involve AI, too many of them look like fun science projects without any applicability to the craft. However, in the past few years, the music industry has experienced a somewhat significant […].

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Rise of K-pop

FlowingData

K-pop seems to be inescapable these days, which really confuses me. Marian Liu, Youjin Shin, and Shelly Tan for The Washington Post explored the rise in popularity and what makes the songs and artists so popular. Tags: K-pop , Washington Post.

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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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AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!

Smart Data Collective

Do you remember the simpler times when we imagined: “one day, robots will roam the streets and act like people”? It sounded unrealistic, that something other than humans will be able to perform our functions. However, now when technology advances at an unbelievable rate, this is becoming more tangible than ever. It’s no longer a fruit of our imagination, not with chatbots acting like humans and machines doing tons of our work.

AI 135
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Speech to Text Conversion- An application of NLP

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Speech is that the most typical means of communication and. The post Speech to Text Conversion- An application of NLP appeared first on Analytics Vidhya.

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Best Practices for Metadata Management

Alation

What Is Metadata? Metadata is information about data. A clothing catalog or dictionary are both examples of metadata repositories. Indeed, a popular online catalog, like Amazon, offers rich metadata around products to guide shoppers: ratings, reviews, and product details are all examples of metadata. An asset alone is just the tip of the iceberg; metadata tells you “what lies beneath.”.

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Olympic event visual explainers

FlowingData

With the Olympics starting on Friday, The New York Times started their coverage of events and athletes to watch. Their visual explainers are always very good in that the topic is entertaining and the results feel like a creative break, which a lot of us could probably use right about now. Check out what NYT has so far for climbing, gymnastics, hurdles, and swimming.

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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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Why Data Center Colocation Is The Answer To Your Data Growth

Smart Data Collective

When you decide to relocate or broaden your data center, you need to take into account the costs, operational capability, and security. Considering this, more businesses are realizing how collocation offers the answer they need with no burdens of handling their own data center. This is the number one reason why companies choose data center colocation options.

Big Data 133
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Must-Know Text Operations in Python before you dive into NLP!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Working with text data can be fun and interesting. There is. The post Must-Know Text Operations in Python before you dive into NLP! appeared first on Analytics Vidhya.

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All in the Data: Connecting Data to Revenue

The Data Administration Newsletter

I believe that my strongest articles and columns come from opportunities to work with great companies and organization. Of course, I cannot mention their names. But there is a strong possibility that you may have some of the same opportunities in front of you. A long-time client recently told me that, for their data and […].

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Introduction to Deep Learning

FlowingData

Sebastian Raschka made 170 videos on deep learning, and you can watch all of the lessons now : I just sat down this morning and organized all deep learning related videos I recorded in 2021. I am sure this will be a useful reference for my future self, but I am also hoping it might be useful for one or the other person out there. It’s split into 19 lessons over five parts: introduction, mathematical foundations, neural networks, deep learning for computer vision, and generative models.

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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!