Analytics Vidhya
MAY 24, 2020
Overview matplotlib is a widely used Python library for performing data visualization and exploratory data analysis These 10 matplotlib tricks will enable you to. The post 10 matplotlib Tricks to Master Data Visualization in Python appeared first on Analytics Vidhya.
Dataconomy
MAY 18, 2020
As the world contends with the Covid-19 pandemic and its profound impact across regions and industries, companies are not only looking for ways to safeguard their people and customers but also their business’ long-term future – read how data & analytics can help your business deal with the crisis. The. The post How Data & Analytics Can Recover Businesses After the Pandemic appeared first on Dataconomy.
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Eugene Yan
MAY 30, 2020
Crocker's Law, cognitive dissonance, and how to receive (uncomfortable) feedback better.
Alation
MAY 5, 2020
The post Introducing the COVID-19 Data Catalog appeared first on Alation.
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.
DeepMind
MAY 17, 2020
Vision loss among the elderly is a major healthcare issue: about one in three people have some vision-reducing disease by the age of 65. Age-related macular degeneration (AMD) is the most common cause of blindness in the developed world. In Europe, approximately 25% of those 60 and older have AMD. The ‘dry’ form is relatively common among people over 65, and usually causes only mild sight loss.
Depends on the Definition
MAY 19, 2020
Today, I’m going to talk about topic models in NLP. Specifically we will see how the Latent Dirichlet Allocation model works and we will implement it from scratch in numpy. What is a topic model? Assume we are given a large collections of documents.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Dataconomy
MAY 14, 2020
Many e-commerce companies are looking to leverage artificial intelligence (AI) to reach more customers, improve their products and boost their sales. The trend can already be seen in e-commerce websites that feature recommendation engines, chatbots and smart assistants. These types of AI technology adoptions are likely to continue. According to Gartner, 37% of.
Eugene Yan
MAY 24, 2020
Can maintaining machine learning in production be easier? I go through some practical tips.
Alation
MAY 21, 2020
The post A Data Architect’s Guide to the Data Catalog appeared first on Alation.
DeepMind
MAY 11, 2020
In this paper we focus on a setting in which goal tasks are defined via simple sparse rewards, and exploration is facilitated via agent-internal auxiliary tasks. We introduce the idea of simple sensor intentions (SSIs) as a generic way to define auxiliary tasks. SSIs reduce the amount of prior knowledge that is required to define suitable rewards. They can further be computed directly from raw sensor streams and thus do not require expensive and possibly brittle state estimation on real systems.
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.
Twilio Segment
MAY 17, 2020
Learn how to use Segment analyze and optimize your funnel and boost your conversion rate by 2-3x.
Analytics Vidhya
MAY 18, 2020
Overview PyCaret is a super useful and low-code Python library for performing multiple machine learning tasks in double-quick time Learn how to rely on. The post Running Low on Time? Use PyCaret to Build your Machine Learning Model in Seconds appeared first on Analytics Vidhya.
Dataconomy
MAY 28, 2020
The ecommerce industry has greatly benefited from the explosion of customer-centric data analytics. Industry leaders have been able to leverage it to great effect, fueling their various marketing, advertising and website content personalization efforts, yielding game-changing sales conversion lift. Contemporary online shopping companies have even been rampantly gathering, tracking, and even buying.
Eugene Yan
MAY 17, 2020
I thought deploying machine learning was hard. Then I had to maintain multiple systems in prod.
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
MAY 13, 2020
The post Alation and BigID: Driving Privacy-Aware Data Culture appeared first on Alation.
DeepMind
MAY 6, 2020
We apply a generative segmental model of task structure, guided by narration, to action segmentation in video. We focus on unsupervised and weakly-supervised settings where no action labels are known during training. Despite its simplicity, our model performs competitively with previous work on a dataset of naturalistic instructional videos.
Data Science 101
MAY 14, 2020
Don’t ever run out of content ideas again. Melanie is the author of the book, “The Content Fuel Framework” She is an expert storyteller and content marketer. Melanie’s book, The Content Fuel Framework: [link] Melanie’s bio on her company page: [link]. The post Creating Unlimited Content Ideas with Melanie Deziel appeared first on Ryan Swanstrom.
Analytics Vidhya
MAY 16, 2020
Overview Optical Character Recognition (OCR) is a widely used system in the computer vision space Learn how to build your own OCR for a. The post Build your own Optical Character Recognition (OCR) System using Google’s Tesseract and OpenCV 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
MAY 4, 2020
Technology companies are under huge pressure to deliver faster and better experiences, so it’s not surprising that focus is centered on the front end of systems. With slick, friction-free services vital to outshine competitors in an ever-evolving market, backstage mechanics are often seen as a lower priority. The trouble is. The post Why the back-end of business is behind digital transformation appeared first on Dataconomy.
Eugene Yan
MAY 8, 2020
An expansion of my Twitter thread that went viral.
Victor Zhou
MAY 11, 2020
Looking for an introduction to Cross-Site Request Forgery (CSRF)? This post will be a little different - instead of telling you what it is, I’m going to show you. Ready? Setting the Scene You’re a responsible, hardworking person. You’ve saved up your money over the years at Definitely Secure Bank®. The Definitely Secure Bank logo. You love Definitely Secure Bank - they’ve always been good to you, plus they make it easy to transfer money via their website.
Explosion
MAY 6, 2020
In this video, we show you how to create a custom Entity Linking model in spaCy to disambiguate different mentions of the person “Emerson” to unique identifiers in a knowledge base.
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?
Data Science 101
MAY 8, 2020
The post How Large Companies see AI – An interview with Russ Rands appeared first on Ryan Swanstrom.
Analytics Vidhya
MAY 13, 2020
Introduction I love working with C++, even after I discovered the Python programming language for machine learning. C++ was the first programming language I. The post An Introduction to Machine Learning Libraries for C++ appeared first on Analytics Vidhya.
Dataconomy
MAY 28, 2020
Four years ago, data privacy was a known but little talked-about concept. The GDPR radically changed that. Since the European law was passed, we’ve seen privacy protection catapulted to the top of the business agenda and the bar for responsible data use raised by one new global directive after another. The post Making privacy by design the business default appeared first on Dataconomy.
Eugene Yan
MAY 2, 2020
What I Learnt about evaluating ideas from first-hand participation in a hackathon.
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DeepMind
MAY 31, 2020
Acme is a framework for building readable, efficient, research-oriented RL algorithms. At its core Acme is designed to enable simple descriptions of RL agents that can be run at various scales of execution — including distributed agents. By releasing Acme, our aim is to make the results of various RL algorithms developed in academia and industrial labs easier to reproduce and extend for the machine learning community at large.
Twilio Segment
MAY 28, 2020
This recipe walks you through fixing your funnel bottlenecks so you can improve your conversion rates. The “funnel” that we describe here is the journey your customers take through your product or service.
Data Science 101
MAY 1, 2020
The post All About Live Streaming with Marco Novo appeared first on Ryan Swanstrom.
Analytics Vidhya
MAY 17, 2020
Overview Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for. The post Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills 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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