Analytics Vidhya
FEBRUARY 18, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Machine learning.Sounds cool right? When I see those two words, The post Introduction to Machine Learning for Absolute Beginners appeared first on Analytics Vidhya.
Dataconomy
FEBRUARY 18, 2021
Machine learning (ML) is a definite branch of artificial intelligence (AI) that brings together significant insights to solve complex and data-rich business problems by means of algorithms. ML understands the past data that is usually in a raw form to envisage the future outcome. It is gaining more and more.
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Hacker News
FEBRUARY 16, 2021
Near the end of January I was pointed to a twitter thread where a Windows user with a powerful machine was hitting random hangs in explorer. Lots of unscientific theories were being proposed. I don’t generally do random analysis of strangers’ performance problems but the case sounded interesting so I thought I’d take a look. Freya shared an ETW trace of what was happening on her machine and I took a look using Windows Performance Analyzer (WPA).
The Data Administration Newsletter
FEBRUARY 16, 2021
With the new year events well behind us, we’re steadily focused on moving forward in 2021. While we have seen a change in the calendar year, one initiative that continues to be a top priority for businesses is storing, managing, accessing and optimizing corporate data. Given that, let’s consider what I believe will be some […].
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 Vidhya
FEBRUARY 19, 2021
ArticleVideos Introduction “I understand the concepts well. Why should I focus on data science projects in my data science journey?” I have been in. The post 6 Open Source Data Science Projects That Provide an Edge to Your Portfolio appeared first on Analytics Vidhya.
Dataconomy
FEBRUARY 19, 2021
AI has become an indispensable resource for many businesses in 2020 amid the challenges of COVID-19. Despite economic stress, 61% of high-performing companies invested more in AI in 2020. As recovery from pandemic losses gets underway, more may turn to AI to strengthen their digital transformation. Increased investments in AI.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Tableau
FEBRUARY 15, 2021
Channing Nesbitt. Co-lead of Tableau Foundation’s Racial Justice Data Initiative. Kristin Adderson. February 15, 2021 - 9:16pm. February 16, 2021. Data is a critical tool in the fight against racism and for justice and equity in cities, towns, and rural communities across the United States. It is a societal problem, one that every individual and institution has a role to play in dismantling.
Analytics Vidhya
FEBRUARY 17, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. What is Multicollinearity? One of the key assumptions for a regression-based. The post Multicollinearity: Problem, Detection and Solution appeared first on Analytics Vidhya.
Dataconomy
FEBRUARY 16, 2021
The early months of the COVID-19 pandemic saw a dramatic decline in advertising spend across the board, encompassing both top-of-the-funnel brand advertising (designed to generate awareness among new customers) and mid-to-bottom funnel performance advertising (aimed at generating leads and sales). As businesses adjusted to their new trading environment, advertising spend.
Smart Data Collective
FEBRUARY 14, 2021
Big data is fundamental to the future of software development. A growing number of developers are finding ways to utilize data analytics to streamline technology rollouts. Data-driven solutions are particularly important for SaaS technology. New SaaS businesses have discovered that data analytics is important for facilitating many aspects of their models.
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.
Tableau
FEBRUARY 17, 2021
Emily Chen. Product Marketing Specialist, Tableau. Spencer Czapiewski. February 17, 2021 - 8:07pm. March 26, 2021. The newest release of Tableau is here! Tableau 2021.1 brings exciting functionality to help your people make smarter, faster business decisions. Upgrade to take advantage of these new innovations, and learn more about how Tableau brings AI into analytics to help users across your organization answer pressing questions.
Analytics Vidhya
FEBRUARY 18, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Photo by Max Fischer from Pexels Machine learning is used. The post A Simple Machine Learning Implementation to Predict Linear Algebra in Python appeared first on Analytics Vidhya.
Eugene Yan
FEBRUARY 13, 2021
What the top teams did to win the 36-hour data hackathon. No, not machine learning.
DataRobot
FEBRUARY 19, 2021
Banks regularly create campaigns to offer new products to their customers. According to market research, it’s easier to sell a product to an existing customer than to sell a product to a new, qualified prospect. In today’s marketplace, banks provide a variety of deposit, lending, and investment products to individuals and businesses, but a good proportion of current customers might only use one or two of them.
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
Alation
FEBRUARY 18, 2021
In the newest release, Alation 2021.1, Alation takes big steps to further accelerate onboarding and adoption, expanding the catalog to welcome more classes of users, and lowering their barrier to entry with more organized information. In 2021.1, Alation increases search relevancy with data domains, adds new data governance capabilities, and speeds up time-to-insight with an Open Connector Framework SDK.
Analytics Vidhya
FEBRUARY 16, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Pre-requisites Understanding of Machine Learning using Python (sklearn) Basics of Django. The post Machine Learning Model Deployment using Django appeared first on Analytics Vidhya.
Dataversity
FEBRUARY 18, 2021
Click to learn more about author Ashok Sharma. Machine learning (ML) algorithms are everywhere these days. AI applications aren’t something that will be present in the future. They’re already here and have begun making an impact on our lives. AI usage is currently in an embryonic stage and faces significant challenges. The biggest challenge surrounds the […].
Tableau
FEBRUARY 17, 2021
Kristin Adderson. February 17, 2021 - 7:09pm. February 17, 2021. Data visualization is a collaborative exercise. Sometimes help comes from unexpected places. As James Madison University (JMU) prepared for Fall 2020 classes, freshman parent and Tableau Partner, Lee Feinberg, volunteered to help improve the school’s Stop The Spread dashboard. JMU’s commitment to data transparency, through both university- and self-reported cases, has contributed to more than 540,000 views of its COVID-19 dashboard
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.
Smart Data Collective
FEBRUARY 17, 2021
How do doctors feel about electronic health records (EHRs)? What do they want from this type of software? And what are the major barriers to doctors’ use of EHRs? should be your priority questions if you’ve decided to build custom healthcare software for your medical practice or implement an existing solution. Big data has had a tremendous affect on the healthcare sector.
Analytics Vidhya
FEBRUARY 18, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction This article introduces the concept of Manifold Learning. It also. The post A Quick Introduction to Manifold Learning appeared first on Analytics Vidhya.
Dataversity
FEBRUARY 16, 2021
Click to learn more about author Jackson Shaw. With the global COVID-19 pandemic altering the way enterprise organizations do business and their employees work, it’s been a particularly challenging year for IT professionals. In addition to the complexities of migrating entire organizations to working remotely, it’s also their responsibility to ensure the new tools employees […].
The Data Administration Newsletter
FEBRUARY 17, 2021
Announcements and News DAMA International and Local Chapter members! Welcome to the DAMA Corner, a source of information for data management professionals here on TDAN.com, the industry leading publication for people interested in learning about data administration and data management disciplines and best practices. Each column provides an update on the professional organization DAMA International, and an opportunity to […].
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?
Alation
FEBRUARY 18, 2021
Mitesh Shah, VP of product marketing: Before we jump into what’s new with Alation 2021.1, can you talk about what it means for Alation to be a platform? Junaid Saiyed, SVP of Engineering at Alation: I’m happy to. Alation has evolved a great deal since pioneering the data catalog category. Initially, Alation was a solution that made it dramatically easier to find, understand, and trust data.
Analytics Vidhya
FEBRUARY 18, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Medical Imaging plays an important role in modern medicine. It. The post A Gentle Introduction to AI for Medical Imaging appeared first on Analytics Vidhya.
Dataversity
FEBRUARY 15, 2021
Click to learn more about co-author John Ladley. Click to learn more about co-author Thomas Redman. This article introduces Force-Field Analysis (FFA) [1], a tool that one of us (Tom) has used for many years to help understand and summarize the impacts of multiple factors in the data space. The goal is to equip readers […]. The post Increasing the Business Impact of Data Management Using Force-Field Analysis appeared first on DATAVERSITY.
The Data Administration Newsletter
FEBRUARY 17, 2021
“…quite simply, the better and more accessible the data is, the better the decisions you will make.” – “When Bad Data Happens to Good Companies,” (environmentalleader.com) The Business Impact of an organization’s Bad Data can cost up to 25% of the company’s Revenue (Ovum Research) Bad Data Costs the US healthcare $314 Billion. (IT Business […].
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
Tableau
FEBRUARY 17, 2021
Emily Chen. Product Marketing Specialist, Tableau. Spencer Czapiewski. February 17, 2021 - 8:07pm. March 26, 2021. The newest release of Tableau is here! Tableau 2021.1 brings exciting functionality to help your people make smarter, faster business decisions. Upgrade to take advantage of these new innovations, and learn more about how Tableau brings AI into analytics to help users across your organization answer pressing questions.
Analytics Vidhya
FEBRUARY 13, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Coca-Cola and PepsiCo are well-established names in the soft drink. The post Customer Sentiments Analysis of Pepsi and Coca-Cola using Twitter Data in R appeared first on Analytics Vidhya.
Dataversity
FEBRUARY 17, 2021
Click to learn more about author Gary McCarthy. Despite significant investments in Data Management, data problems persist in many organizations. One reason for this is the view of data as a technology project rather than a corporate asset. As such, most enterprises do not have a defined Data Management plan and are therefore not able […]. The post What Do Business Leaders Need to Know About Data Strategy?
The Data Administration Newsletter
FEBRUARY 17, 2021
2020 was the kind of year that would make anyone in the predictions business more than a little gun shy. I certainly didn’t have “global pandemic” on my 2020 bingo card. And, even if I somehow did, I would never have coupled that with a “booming stock market” and median SaaS price/revenue multiples in the […].
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!
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