Analytics Vidhya
APRIL 26, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the previous article, we looked at what are. The post Estimation of Neurons and Forward Propagation in Neural Net appeared first on Analytics Vidhya.
Dataconomy
APRIL 6, 2021
Computing advances and data expansion have suddenly made AI part of everyday life and an invaluable tool for almost every industry. Healthcare, manufacturing, transportation, law enforcement, national defense, and education all stand on the precipice of revolutions due to AI’s evolution – but perhaps no field is so perfectly suited.
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Hacker News
APRIL 18, 2021
Software infrastructure (by which I include everything ending with *aaS, or anything remotely similar to it) is an exciting field, in particular because (despite what the neo-luddites may say) it keeps getting better every year! I love working with something that moves so quickly. In the last few months, I've thought a lot about where it's going in the next 5-10 years and an wishlist has taken shape in my head.
Smart Data Collective
APRIL 16, 2021
Cyber-attacks have emerged as a big threat to the world. The World Economic Forum has included cyber-attacks and data breaches in the list of top global risks in 2020. The problems associated with data breaches cannot possibly be overstated. The average data breach cost $3.86 million and that figure could rise even further in the future. While a cyber-attack can take a toll on anyone, it is particularly threatening for business enterprises.
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.
Eugene Yan
APRIL 24, 2021
An overview and comparison of the various approaches, with examples from industry search systems.
Machine Learning (Theory)
APRIL 23, 2021
Welcome to ALT Highlights, a series of blog posts spotlighting various happenings at the recent conference ALT 2021 , including plenary talks, tutorials, trends in learning theory, and more! To reach a broad audience, the series will be disseminated as guest posts on different blogs in machine learning and theoretical computer science. John has been kind enough to host the first post in the series.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Dataconomy
APRIL 23, 2021
Let’s forget some of the most complex Artificial Intelligent (AI) systems out there, such as those in self-driving cars, robotic arms, and more, for a while and just focus on the systems on our smartphones. Consider a comparatively simpler application like Google Lens, which uses computer vision for image annotation.
Alation
APRIL 19, 2021
Modern businesses have their heads in the clouds… not that they’re daydreaming. The pandemic has caused a major shift to work-from-home culture. The cloud supports this new workforce, connecting remote workers to vital data, no matter their location. Today, enterprises are migrating to the cloud at a brisk pace. But why migrate at all? How do you migrate?
Smart Data Collective
APRIL 13, 2021
Big data analytics has already had a transformative influence across a wide range of sectors, and it’s perhaps no more prevalent than in the world of healthcare. With the sheer volume of information that patients are capable of producing and the heightened emphasis on the industry in the wake of the COVID-19 pandemic , big data may yet develop into one of the most significant tools in maintaining the health of individuals and even anticipating the emergence of conditions that are yet to manifest
FlowingData
APRIL 30, 2021
In his new data-driven documentary , Neil Halloran digs into the uncertainty attached to estimates for climate change. Halloran’s argument is that we have to understand the limitations of forecasting the future before we can change it. Tags: climate change , documentary , Neil Halloran , uncertainty.
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
APRIL 12, 2021
Kate Grinevskaja. Product Manager, Tableau Prep. Kristin Adderson. April 12, 2021 - 10:59pm. April 14, 2021. Data discovery and trust have been core principles of Tableau Catalog (part of Tableau Data Management ) since its introduction with Tableau 2019.3. With every release, we continue to add features that help users find and use trusted data with confidence.
Analytics Vidhya
APRIL 23, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Python is an all-time favorite language for beginners and aspiring. The post You Cannot Miss These 8 Python Libraries appeared first on Analytics Vidhya.
Dataconomy
APRIL 13, 2021
Data professionals have long debated the merits of the data lake versus the data warehouse. But this debate has become increasingly intense in recent times with the prevalence of data and analytics workloads in the cloud, the growing frustration with the brittleness of Hadoop, and hype around a new architectural.
Dataversity
APRIL 30, 2021
Click to learn more about author John Ottman. The goal of digital transformation remains the same as ever – to become more data-driven. We have learned how to gain a competitive advantage by capturing business events in data. Events are data snap-shots of complex activity sourced from the web, customer systems, ERP transactions, social media, […].
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
Smart Data Collective
APRIL 28, 2021
As technology continues to evolve, industry leaders are paving the way by using new and emerging capabilities to their advantage. For instance, mobile app development has been an important feature of the last decade. As users demand more intuitive apps and mobile friendly websites from goods and services providers, how are key industries benefiting?
DataRobot
APRIL 27, 2021
As organizations start getting back to normal after the COVID-19 pandemic, AI and machine learning is top of mind for many of these leaders. How to adopt AI and machine learning into business processes is a critical goal to improve process efficiency and scale to handle the increased demand for AI and machine learning for years to come. One topic that is of interest in this space is the term intelligent automation.
Tableau
APRIL 6, 2021
Rapinder Jawanda. Kristin Adderson. April 6, 2021 - 7:31pm. April 7, 2021. In the April release of Tableau Prep, you can now invoke the power of Salesforce Einstein Discovery to bulk score your data directly in your flow. Bringing these powerful predictive models into Tableau Prep will help people closer to the business to use advanced analytics techniques to uncover practical insights, inform proactive decisions, and solve problems faster.
Analytics Vidhya
APRIL 19, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Introduction to Machine Learning Basics Need of Machine Learning. The post Machine Learning Basics For Data Science Enthusiasts appeared first on Analytics Vidhya.
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.
Dataconomy
APRIL 12, 2021
The TV landscape of 2021 is unrecognizable compared to that of the 1950s when TV ad exposure measurement was born. As viewing habits have evolved over the decades, the advertising industry hasn’t always kept up-to-date. The worldwide pandemic and national lockdowns became a catalyst for change, with UK audiences spending.
The Data Administration Newsletter
APRIL 20, 2021
I published an article a few months back that was titled Where Does Data Governance Fit in a Data Strategy (and other important questions). In the article, I quickly outlined seven primary elements of a data strategy as an answer to one of the “other important questions.” The list of elements I used in that […].
Smart Data Collective
APRIL 28, 2021
The crypto market is booming once again. After a 2-year long bear market, prices are skyrocketing far and wide, with Bitcoin leading the charge. In November, Investopedia reported that prices of bitcoin rose 111% and they seem to be increasing even further. Bitcoin has tripled in value since it raced past its previous all-time high of $20.000. This has pushed investors, retail and institutional, into a buying frenzy.
DataRobot
APRIL 22, 2021
Most people need to reach their twenties, thirties, forties—even their fifties and beyond—before they figure out their life’s work. Not Alyssa Carson. Now all of 20, she had a vision for her future when she was seven years old and attended her first Space Camp. She has since attended six more, making her the only person to take part in every one. But wait.
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
APRIL 8, 2021
Jason Schumacher. Kristin Adderson. April 8, 2021 - 1:54pm. April 8, 2021. On behalf of everyone at Tableau, I want to offer heartfelt congratulations to Community Solutions on winning the prestigious MacArthur Foundation’s 100&Change competition. The $100 million grant from MacArthur will enable Community Solutions to deepen and scale its transformative Built for Zero initiative across the country to build a nationwide movement that demonstrates homelessness is solvable. .
Analytics Vidhya
APRIL 16, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Table of Contents Introduction Gentle Overview Cons of Using PCA. The post Principal Component Analysis Introduction and Practice Problem appeared first on Analytics Vidhya.
Dataconomy
APRIL 2, 2021
This article originally appeared on VentureBeat and is reproduced with permission. Even state-of-the-art automatic speech recognition (ASR) algorithms struggle to recognize the accents of people from certain regions of the world. That’s the top-line finding of a new study published by researchers at the University of Amsterdam, the Netherlands Cancer Institute, and the Delft.
Dataversity
APRIL 20, 2021
Click to learn more about author George Demarest. It is the nature of software engineers to quickly adopt new, superior algorithms, tools, and approaches while they quickly and unceremoniously jettison the old. The most positive result of these impulses is rapid and continuous innovation – which savvy business leaders can turn to their advantage. The […].
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Smart Data Collective
APRIL 14, 2021
For most entrepreneurs, the best way to make money is to find ways to work smarter and not harder. While different companies, regardless of their size, have different operational processes, they share a common need for actionable insight to drive success in their business. Advancement in big data technology has made the world of business even more competitive.
Alation
APRIL 13, 2021
Chris Atkinson is partner CTO at Snowflake. He works with Snowflake partners to craft joint solutions. Much of his work focuses on democratising data and breaking down data silos to drive better business outcomes. In this blog, Chris shows how Snowflake and Alation together accelerate data culture. He shows how Texas Mutual Insurance Company has embraced data governance to build trust in data.
Tableau
APRIL 20, 2021
Stephanie Jensen. Marketing Content & Editorial Manager. Kristin Adderson. April 21, 2021 - 5:53am. April 21, 2021. The threat of homelessness due to rent debt is one of the most consequential impacts of the COVID-19 pandemic. . In California alone , the numbers reveal the alarming scope of the rent debt crisis: 880,000 million renter households were behind on rent at the end of March 2021.
Analytics Vidhya
APRIL 11, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. This post is to compare the performance of different methods. The post How to manipulate a 20G CSV file efficiently? appeared first on Analytics Vidhya.
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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