Sat.May 01, 2021 - Fri.May 07, 2021

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Machine Learning with Python: Logistic Regression

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. What Is Logistic Regression? This article assumes that you possess. The post Machine Learning with Python: Logistic Regression appeared first on Analytics Vidhya.

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Machine Learning vs. Artificial Intelligence: Which Is the Future of Data Science?

Dataconomy

When we imagine the future of AI, we may think of the fiction we see in cinema: highly advanced robots that can mimic humans so well as to be indistinguishable from them. It is true that the ability to quickly learn, process, and analyze information to make decisions is a.

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Humans and AI: Organizational Change

DataRobot

According to McKinsey, “Research shows that 70 percent of complex, large-scale change programs don’t reach their stated goals. Common pitfalls include a lack of employee engagement, inadequate management support, poor or nonexistent cross-functional collaboration, and a lack of accountability.”. Last year I was doing some spring cleaning and looking for space in my home office for a digital piano.

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Divorce Rates and Income

FlowingData

Divorce rates are tied to job security, age, and occupation, so it should make sense that we see a pattern when we plot divorce rates against income. Read More.

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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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An Introduction to Statistics For Data Science: Basic Terminologies Explained

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Are you an aspiring data scientist who wants to learn. The post An Introduction to Statistics For Data Science: Basic Terminologies Explained appeared first on Analytics Vidhya.

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4 Trends Driving Healthcare’s Digital Transformation in 2021

Dataconomy

Digital transformation is more than a mythical buzzword these days. Technological improvements have disrupted many industries, and innovation has transformed the way businesses execute their processes. The number of advances healthcare has made in recent years is mind-boggling, but they’re just getting started.

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? Visualization, Manually – The Process 138

FlowingData

Welcome to issue #138 of The Process, the newsletter for FlowingData members where we look closer at charts. I’m Nathan Yau, and this week I’m thinking about the manual parts of visualization that make the automated parts more worthwhile. Become a member for access to this — plus tutorials, courses, and guides.

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Machine Learning Model Evaluation

Analytics Vidhya

ArticleVideo Book What is Machine Learning? Machine Learning is a popular topic in Information Technology in the present day. Machine Learning allows our computer. The post Machine Learning Model Evaluation appeared first on Analytics Vidhya.

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AIaaS: What is it, who are the players, and what are the challenges?

Dataconomy

AIaaS stands for Artificial Intelligence as a Service, which refers to companies, cloud providers, and platforms that provide access to turnkey AI solutions. Like Software as a Service (SaaS), it helps you use AI in your business without developing them in-house. AIaaS gives smaller businesses access to artificial intelligence and.

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The Changing Database Landscape

The Data Administration Newsletter

When you’ve been involved in data management for as long as I have, things are definitely bound to change. And things have changed, quite a lot, in fact. Back when I started in IT, IMS was the primary database system used at most big enterprises and most of the computing was done on mainframe systems. […].

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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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Photography Trends Utilizing Data To Keep Your Social Content Fresh

Smart Data Collective

Big data and artificial intelligence have become incredibly useful in the field of photography. Photographers need to know how to leverage big data effectively. A number of new trends have emerged that involve the use of data. They can be useful for social media marketers that need fresh visual content. Big Data Becomes Integral for Social Media Marketers Relying on Photography.

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A Complete Guide for Creating Machine Learning Pipelines using PySpark MLlib on Google Colab

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview This article focuses on exploring Machine Learning using Pyspark. The post A Complete Guide for Creating Machine Learning Pipelines using PySpark MLlib on Google Colab appeared first on Analytics Vidhya.

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The Full Stack Data Scientist Part 6: Automation with Airflow

Applied Data Science

This is part of the Full Stack Data Scientist blog series. I’ve written an introductory blog here , and I’d also recommend reading the Practical Introduction to Docker before working with this post’s tutorial. Building end-to-end data science solutions means developing data collection, feature engineering, model building and model serving processes.

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See if you live in a political bubble

FlowingData

Gus Wezerek, Ryan D. Enos, and Jacob Brown for NYT Opinion use neighborhood-level data to show how those around you voted in the 2020 election. They ask: do you live in a political bubble? Enter an address to see. This is riffing off of NYT’s similarly-themed map from 2018, which asked the same question but answered more geographically. This newer version, as is the current way of doing things these days, is more bubbly and mobile-focused with the scroll format.

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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 Analytics Secrets to Optimizing Your Email Marketing Strategy?

Smart Data Collective

With most businesses investing more heavily data-driven, digital marketing strategies recent years, it’s important to stay ahead of your competitors. With a good email marketing strategy in place, you are likely to be more successful. Big data has become incredibly important for the future of email marketing. Why is it important to have a data-driven email marketing strategy?

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4 Python Libraries to Take your Data Science Projects to the Next Level

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In this article, I’ll share 4 lesser-known Python libraries, that. The post 4 Python Libraries to Take your Data Science Projects to the Next Level appeared first on Analytics Vidhya.

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Data Governance is a Crucial Part of Your Business Strategy

The Data Administration Newsletter

Since July 2018, over €274M in fines have been enforced by the EU General Data Protection Regulation. The lion’s share of these (more than €228M) are for “insufficient legal basis for data processing” and “insufficient technical and organizational measures to ensure information security,” which implies that the majority of offending organizations lack critical policy and infrastructure components to make […].

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Bird song sonographs show distinct drawing patterns

FlowingData

These sonographs of bird song , in contrast to the sounds from traditional instruments, show complex patterns on a base frequency. Tags: bird song , sonograph.

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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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Big Data Creates Numerous New Perks in the Gig Economy

Smart Data Collective

Big data has played a huge role in the evolution of employment models. One of the biggest examples is with the growing gig economy. You probably have all the time in the world to reflect right now. Have you sat down and imagined a day where you do not have an office to report to, a boss to be bossed around by, and the freedom to work as per will? Well, all of this, which once existed only in films, or that’s what we thought, is now turning into reality as the world seems grimmer by the day

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Classification algorithms in Python – Heart Attack Prediction and Analysis

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. In this article, we will use a dataset to understand. The post Classification algorithms in Python – Heart Attack Prediction and Analysis appeared first on Analytics Vidhya.

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Introducing PolicyLink’s Racial Equity Data Lab: A new resource to support data for justice

Tableau

Neal Myrick. Global Head of the Tableau Foundation. Kristin Adderson. May 6, 2021 - 5:49pm. May 6, 2021. Our partners at PolicyLink launched their National Equity Atlas in 2014. Developed with USC’s Equity Research Institute , the Atlas is one of the most powerful resources for data on racial inequities in the country. The platform contains data on a range of indicators, from demographics to economic vitality to connectedness, and provides analysis and examples of the data in action.

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Varying demographics within the Asian American population

FlowingData

We often hear about the Asian American community as one big group of people, but go one level down and you see a lot of variance within the group. Nicole Chavez and Priya Krishnakumar, reporting for CNN, provide several demographic breakdowns to show the differences. Tags: Asian , CNN , demographics.

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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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6 Essential Practices For Data Security With Remote Working

Smart Data Collective

Who doesn’t want to work from home? The ongoing pandemic has granted such an opportunity for many people. Unfortunately, it is not without its own challenges. The truth is that earning money directly from the comfort of our houses can still mean a lot of headaches if we don’t choose the right software. Luckily enough, the internet has so much to offer us all!

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Image Analysis and Mapping in Earth Engine using NDV1

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Besides tabular and time-series data, Data Scientists or Data. The post Image Analysis and Mapping in Earth Engine using NDV1 appeared first on Analytics Vidhya.

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The Metagame of Applying Machine Learning

Eugene Yan

How to go from knowing machine learning to applying it at work to drive impact.

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All the art in the Oval Office

FlowingData

The President of the United States chooses the art for the Oval Office, and the choices show who the president admires or the image they want to project. Larry Buchanan and Matt Stevens for The New York Times take you through all of the choices since the Kennedy administration. About half way through the piece, an averaged image of the office through several presidencies shows what changes and what stays the same.

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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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7 Data Collection Tools Every Company Must Have

Smart Data Collective

Businesses need to use their knowledge and data effectively if they want to succeed. This involves collecting plenty of information to ensure your business can make changes and adjustments based on various trends. If you need help collecting and organizing your data, you should get these seven data collection tools to help your company. Landing Page Tools.

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Convolutional Neural Networks (CNN)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the past few decades, Deep Learning has. The post Convolutional Neural Networks (CNN) appeared first on Analytics Vidhya.

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Planet of the Apps and Their SaaS-ification

Dataversity

Click to learn more about author Chris Lynch. As the CEO of a technology startup and a recovering venture capitalist, I’ve developed a love/hate relationship with technology during the last few decades. I had the incredible opportunity to be at the forefront of change and explosive growth in the early networking days, was present for […]. The post Planet of the Apps and Their SaaS-ification appeared first on DATAVERSITY.

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Delivering analytics into the flow of business: The Tableau innovation vision

Tableau

Francois Ajenstat. Kristin Adderson. May 5, 2021 - 3:34pm. May 5, 2021. You’ve heard it before—and you’ll hear it again—but it’s worth repeating: The world has changed. Business has changed, too. Digital transformation is everywhere, and everything is digital. This is the future, and we’re not turning back. In this all-digital, work-from-anywhere world, data has never been more important.

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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!