KDnuggets

DECEMBER 30, 2021

Avoid headaches when debugging in one line of code.

Python 400

Python 400

Analytics Vidhya

DECEMBER 29, 2021

This article was published as a part of the Data Science Blogathon Overview This Pokemon will analyze the pokemon dataset and predict whether the Pokemon is legendary based on the features provided. We will discuss everything from scratch; we will go from CSV to model building with line by line explanation of code. Let’s get started. Image […].

Data Science 400

Data Science Analytics Analytics Machine Learning 400

Dataconomy

DECEMBER 24, 2021

The enterprise is investing heavily into multiple forms of AI, but interest in natural language processing (NLP) has gained momentum in the past few months. This is due in large part to the rise of chatbots and intelligent assistants in call centers, help desks, kiosks, and other customer support applications, but these are hardly.

Natural Language Processing 254

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FlowingData

DECEMBER 31, 2021

Phew, just made it. These are my favorite data visualization projects from 2021. Like last year, there were many Covid-related charts on the internets this year. While they are important to gauge the state of things, I found myself veering away from them to focus on other areas. I craved distraction, practical information for the times, and anything outside the bubble.

Data Visualization 145

Data Visualization 145

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.

Analytics

Smart Data Collective

DECEMBER 29, 2021

Big data has become a very important part of modern business. Companies are using big data technology to improve their human resources, financial management and marketing strategies. Digital marketing , in particular, is very dependent on big data. Companies are expected to spend over $5 billion on big data marketing services in 2026. One of the most important big data applications in marketing is with SEO.

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DataRobot

DECEMBER 1, 2021

Anima Anandkumar joined Ben Taylor, Chief AI Evangelist at DataRobot, on the More Intelligent Tomorrow podcast to discuss the future direction of AI technology and its possible enhancement by the addition of more human capabilities. Bren Professor of Technology at California Institute of Technology (CalTech), Anima joined Nvidia three years ago as the Director of Machine Learning Research.

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AI AI Machine Learning Machine Learning 145

Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction Text classification is a machine-learning approach that groups text into pre-defined categories. It is an integral tool in Natural Language Processing (NLP) used for varied tasks like spam and non-spam email classification, sentiment analysis of movie reviews, detection of hate speech in social […].

Natural Language Processing 400

Natural Language Processing Data Science Machine Learning Machine Learning 400

Dataconomy

DECEMBER 13, 2021

For decades, managing data essentially meant collecting, storing, and occasionally accessing it. That has all changed in recent years, as businesses look for the critical information they can pull from the massive amounts of data generated, accessed, and stored in myriad locations, from corporate data centers to the cloud and.

Analytics 254

Analytics Analytics ML ML 254

FlowingData

DECEMBER 29, 2021

Justin Sherman for Wired points out the farce that is anonymized data : Data on hundreds of millions of Americans’ races, genders, ethnicities, religions, sexual orientations, political beliefs, internet searches, drug prescriptions, and GPS location histories (to name a few) are for sale on the open market, and there are far too many advertisers, insurance firms, predatory loan companies, US law enforcement agencies, scammers, and abusive domestic and foreign individuals (to name a few) willing

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Smart Data Collective

DECEMBER 22, 2021

Startups need to take advantage of the latest technology in order to remain competitive. Big data technology is one of the most important forms of technology that new startups must use to gain a competitive edge. The success of your startup might depend on your ability to use big data to your full advantage. But you have to know how to do so effectively.

Big Data 145

Big Data Big Data Data Mining Data Mining 145

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.

AI

Tableau

DECEMBER 1, 2021

Jock Mackinlay. Technical Fellow, Tableau. Bronwen Boyd. December 1, 2021 - 11:06pm. December 2, 2021. Innovation is necessary to use data effectively in the pursuit of a better world, particularly because data continues to increase in size and richness. Tableau has been helping people and organizations to see and understand data for almost two decades, bringing exciting innovations to the landscape of business intelligence with every product release.

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Tableau ML ML Database 145

KDnuggets

DECEMBER 29, 2021

It's time to learn: machine learning is not a Swiss Army knife.

Machine Learning 400

Machine Learning Machine Learning 400

Analytics Vidhya

DECEMBER 3, 2021

This article was published as a part of the Data Science Blogathon. [link] Overview In this article, we will detail the need for data scientists to quickly develop a Data Science App, with the objective of presenting to their users and customers, the results of Machine Learning experiments. We have detailed a roadmap for the […]. The post Building an End- to-End Data Science App with Python appeared first on Analytics Vidhya.

Data Science 400

Data Science Python Data Scientist Machine Learning 400

Dataconomy

DECEMBER 13, 2021

Big data has already transformed how many industries operate. Now that the pandemic has accelerated digital transformation around the globe, the field has grown faster than most could have predicted. This unprecedented growth will undoubtedly bring considerable disruption in 2022. Big data will disrupt industries further as new challenges and.

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Big Data Big Data 254

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

AI

FlowingData

DECEMBER 22, 2021

When you have many categories, use ridgelines to create an extremely compact visualization where you can easily identify major patterns and outliers. They are especially useful to display surges in mostly flat data series. Become a member for access to this — plus tutorials, courses, and guides.

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Smart Data Collective

DECEMBER 13, 2021

Big data has become a highly invaluable aspect of modern business. More companies are using sophisticated data analytics and AI tools to overhaul their business models. Some industries have become more dependent on big data than others. The e-commerce sector has been one of the most affected by major advances in data technology. Smart e-commerce entrepreneurs are utilizing big data to address many of the problems they are facing.

Big Data 145

Big Data Big Data Analytics Analytics 145

Tableau

DECEMBER 11, 2021

Andy Cotgreave. Technical Evangelist Director, Tableau. Kristin Adderson. December 11, 2021 - 11:00pm. December 12, 2021. Andy Cotgreave—dataIQ Top 100 in data 2021, author of Big Book of Dashboards and Tableau technical evangelist—shares his top data-related books from this year. Atlas of the Invisible. Atlas of the Invisible , James Cheshire and Oliver Uberti.

Tableau 111

Tableau Data Visualization 111

KDnuggets

DECEMBER 29, 2021

AI/ML systems have a wide range of applications in a variety of industries and sectors, and this article highlights the top ways AI/ML will impact your small business in 2022.

ML 400

ML ML AI AI 400

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.

AI

Analytics Vidhya

DECEMBER 2, 2021

This article was published as a part of the Data Science Blogathon The math behind Neural Networks Neural networks form the core of deep learning, a subset of machine learning that I introduced in my previous article. People exposed to artificial intelligence generally have a good high-level idea of how a neural network works?—?data is passed […].

Deep Learning 400

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 400

Dataconomy

DECEMBER 1, 2021

Clinicians pivoted their AI efforts to engage in the battle against the COVID-19 pandemic. How can it help those with persistent symptoms – the so-called “long COVID”? The emergence in March 2020 of the COVID-19 virus as a pandemic had a profound effect on the demand for health services that.

Artificial Intelligence 254

Artificial Intelligence Artificial Intelligence AI AI 254

FlowingData

DECEMBER 23, 2021

Based on data from autonomous sensors floating in the oceans, researchers are able to model the flows and characteristics of ocean currents in more detail than ever before. For The New York Times, Henry Fountain and Jeremy White show how the shifts have unwelled centuries-old water deep in the ocean , which releases carbon into the air. The scrollytelling format of this piece works well to show sensor estimates over time.

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Smart Data Collective

DECEMBER 22, 2021

Big data technology has become an invaluable asset to so many organizations around the world. There are a lot of benefits of utilizing data technology, such as improving financial reporting, forecasting marketing trends and efficient human resource allocation. It is crucial to business growth , as companies transition to more digital business models.

Big Data 145

Big Data Big Data Analytics Analytics 145

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?

Tableau

DECEMBER 10, 2021

Mark Nelson. President and CEO, Tableau. Kristin Adderson. December 10, 2021 - 8:17pm. December 15, 2021. Today I’m pleased to share that our mission to help people see and understand data becomes even stronger with our acquisition of Narrative Science, a Tableau partner since 2016 and global leader in data storytelling technologies. . Narrative Science’s natural language capabilities are some of the best in the industry.

Tableau 111

Tableau Augmented Analytics Analytics Analytics 111

KDnuggets

DECEMBER 28, 2021

Continue your learning journey in Reinforcement Learning with this second of two part tutorial that covers the foundations of the technique with examples and Python code.

Python 400

Python 400

Analytics Vidhya

DECEMBER 3, 2021

This article was published as a part of the Data Science Blogathon. Are you fed up with waiting in long lines to speak with a customer support representative? Can you recall the last time you interacted with customer service? There’s a chance you were contacted by a bot rather than human customer support professional. We […]. The post Creating ChatBot Using Natural Language Processing in Python appeared first on Analytics Vidhya.

Natural Language Processing 400

Natural Language Processing Python Data Science Analytics 400

Dataconomy

DECEMBER 24, 2021

For decades, managing data essentially meant collecting, storing, and occasionally accessing it. That has all changed in recent years, as businesses look for the critical information that can be pulled from the massive amounts of data being generated, accessed, and stored in myriad locations, from corporate data centers to the cloud.

Analytics 242

Analytics Analytics Data Lakes Big Data 242

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FlowingData

DECEMBER 3, 2021

Research by M. Pusceddu et al. shows that honeybees use social distancing when a parasite is introduced to the hive. In a parasite-free hive, activities are spread throughout the hive, whereas clusters form when parasites are detected. The Economist illustrated the difference with a grids of dot densities. Tags: bees , Economist , social distancing.

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Clustering 145

Smart Data Collective

DECEMBER 9, 2021

Meta Description: Having a website and/or mobile app is important for your business success. That is why you have to know the good UX design principles. Continue to read this blog post for more important details. Big data technology has transformed the web design and e-commerce professions in recent years. It is no longer possible to rely on artistic abilities or even coding skills alone.

Big Data 145

Big Data Big Data Analytics Analytics 145

Tableau

DECEMBER 10, 2021

Mark Bradbourne. National Solutions Engineer, Tableau. Bronwen Boyd. December 11, 2021 - 1:33am. December 11, 2021. Fresh off of Tableau Conference , we are back with the Best of the Tableau Web! Like many of you, I have always found great inspiration in Tableau Conference—from the conference sessions to the excitement of attendees and the burst of new, creative content from the DataFam.

Tableau 111

Tableau Data Visualization Analytics Analytics 111

KDnuggets

DECEMBER 24, 2021

Feature selection methodologies go beyond filter, wrapper and embedded methods. In this article, I describe 3 alternative algorithms to select predictive features based on a feature importance score.

Machine Learning 400

Machine Learning Machine Learning Algorithm Data Preparation 400

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!