Analytics Vidhya
DECEMBER 18, 2020
Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year from. The post A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning! appeared first on Analytics Vidhya.
Dataconomy
DECEMBER 18, 2020
The saying “knowledge is power” doesn’t just apply to individuals but also businesses. While individuals can learn from books and life lessons, businesses need a tool to gather market insights. This is where online data collection comes in. It is one of the best tools because it provides up-to-date and. The post Open and free online data collection will fuel future innovations appeared first on Dataconomy.
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Smart Data Collective
DECEMBER 17, 2020
How do your employees experience their professional lives? It’s a worthwhile question, yet one that can seem frustratingly vague or hard to measure – but it doesn’t have to be. Rather, as software companies craft new employee experience (EX) platforms designed around communication, data management, and feedback collection, businesses now have access to the perfect tools.
Tableau
DECEMBER 14, 2020
Jeff Huckaby. Market Segment Director, Retail and Consumer Goods, Tableau. Kristin Adderson. December 14, 2020 - 8:37pm. December 22, 2020. Retail already changed from being product to more customer-centric influenced by increasing omni-channel initiatives that encourage digital transformation. Then Covid-19 hit. What retailers learned is that they must be willing and able to adapt quickly to internal and external forces.
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
DECEMBER 17, 2020
Are you Ready to Become a Data Scientist in 2021? A new year beckons! New resolutions to become a data scientist have to be. The post A Comprehensive Learning Path to Become a Data Scientist in 2021! appeared first on Analytics Vidhya.
Dataconomy
DECEMBER 17, 2020
polypoly Cooperative publishes a technical white paper featuring its core technology, the polyPod. The cooperative is the first of its kind: A pan-European data cooperative in which shareholder-members own and profit from the underlying technology. Download now! Things are totally out of control. We don’t know who has our data, The post In Pod we trust: towards a transparent data economy appeared first on Dataconomy.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Tableau
DECEMBER 17, 2020
Geraldine Zanolli. Developer Evangelist. Kristin Adderson. December 18, 2020 - 3:42am. December 18, 2020. Every month is like Christmas for Developer Program members because we strive to delight our members as we showcase the latest projects from our internal developer platform and tools engineers. For the last Sprint Demos, we featured some exciting updates: Personal Access Token impersonation, auto-disabling Webhooks, new Webhooks payload for Slack, and JupyterLab integration for the Hyper API
Analytics Vidhya
DECEMBER 15, 2020
Overview Here is a list of Top 15 Datasets for 2020 that we feel every data scientist should practice on The article contains 5. The post Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio! appeared first on Analytics Vidhya.
Dataconomy
DECEMBER 17, 2020
This article was originally published at Grit Daily and is reproduced with permission. Some things are just guaranteed to set me off. Denying facts, poor quality chocolate, and unsubstantiated myths top the list, although not necessarily in that order. I’ve had my fair share of exposure to all three recently, The post Strange Myths About Digital Transformation appeared first on Dataconomy.
Smart Data Collective
DECEMBER 18, 2020
Big data has created a number of major benefits in the food and beverage industry. Research from Byteant highlighted some of these benefits in a recent post. They pointed out that the global food and beverage industry is worth $81 trillion. Food and beverage companies are using big data to identify new marketing opportunities. They can monitor trends in the market and sell products that cater to evolving tastes.
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.
Machine Learning (Theory)
DECEMBER 14, 2020
I enjoyed my conversations with Timnit when she was in the MSR-NYC lab, so her situation has been on my mind throughout NeurIPS. Piecing together what happened second-hand is always tricky, but Jeff Dean’s account and Timnit’s agree on a basic outline. Timnit and others wrote a paper for FAccT which was approved for submission by the normal internal review process, then later unapproved.
Analytics Vidhya
DECEMBER 12, 2020
Introduction Read this article on machine learning model deployment using serverless deployment. Serverless compute abstracts away provisioning, managing severs and configuring software, simplifying model. The post Machine Learning Model – Serverless Deployment appeared first on Analytics Vidhya.
Dataversity
DECEMBER 14, 2020
Click to learn more about author Tom Clancy. Over the last six months, the pandemic has dramatically changed the way we live and work – forcing organizations to turn to digital tools to mitigate challenges posed by the suddenly remote working world. In fact, a new McKinsey study found that 85% of C-suite executives reported a significant acceleration […].
Smart Data Collective
DECEMBER 18, 2020
We have talked in depth about the benefits of big data with VoIP. One benefit that has been overlooked is the use of big data and blockchain to improve VoIP security. VoIP has become a leading choice for business communications. It offers savings of up to 90% on international calls, 75% on operational costs , 40% on local call bills, and 30% on phone bills – as reported by Finances Online.
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
DECEMBER 16, 2020
The post Data Governance: Starting Quickly with a Data Catalog appeared first on Alation.
Analytics Vidhya
DECEMBER 12, 2020
This article was published as a part of the Data Science Blogathon. Overview: Feature engineering is one of the most critical steps of the. The post Feature Engineering Using Pandas for Beginners appeared first on Analytics Vidhya.
Dataversity
DECEMBER 16, 2020
Click here to learn more about Gilad David Maayan. Deep learning is the basis for many complex computing tasks, including natural language processing (NLP), computer vision, one-to-one personalized marketing, and big data analysis. Deep learning algorithms are based on neural networks, which commonly have millions of parameters that need to be calculated numerous times in […].
Smart Data Collective
DECEMBER 17, 2020
Big data is disrupting the healthcare sector in incredible ways. The market for data solutions in healthcare is expected to be worth $67.8 billion by 2025 , which is a remarkable 303% increase from 2017. While stories about the sudden growth of big data in healthcare make for great headlines, they don’t always delve into the details. There are a lot of different applications for big data in the healthcare sector.
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.
Alation
DECEMBER 14, 2020
The post Why Every Snowflake User Needs Alation’s Data Catalog appeared first on Alation.
Analytics Vidhya
DECEMBER 14, 2020
This article was published as a part of the Data Science Blogathon. Introduction: Hi everyone, recently while participating in a Deep Learning competition, I. The post An Approach towards Neural Network based Image Clustering appeared first on Analytics Vidhya.
Dataversity
DECEMBER 14, 2020
Click to learn more about co-author John Ladley. Click to learn more about co-author Thomas Redman. It’s hubris to think that the way we see things is everything there is.” — Lisa Randall Recently, Citi Group was fined $400 million by the Office of the Comptroller of the Currency (OCC) “… related to deficiencies in […]. The post Do Fines Motivate Data Governance?
Smart Data Collective
DECEMBER 18, 2020
Hackers have turned to exploiting website optimization platform Google Analytics to steal credit cards, passwords, IP addresses and a whole host of compromising information that can be shared by hacked sites. According to an investigation from Kaspersky Lab, a new hacking technique that’s been developed to tap into Google Analytics to steal confidential data surrounding payment cards and passwords among much more information that can be exploited.
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?
The Data Administration Newsletter
DECEMBER 15, 2020
Weinberg’s Second Law: If builders built buildings the way programmers wrote programs, then the first woodpecker that came along would destroy civilization.[1] Introduction Opportunity While most people don’t think about it very often, common language is essential to day-in, day-out commerce. Companies and others[2] employ standards to ensure that a meter is the same length world-wide, calendars ensure […].
Analytics Vidhya
DECEMBER 16, 2020
Overview Have a look at the list of Top 11 Female AI influencers of 2020. We have attached their respective social media handles so. The post Top Female AI Influencers in 2020 Who Rocked the Data Science World! appeared first on Analytics Vidhya.
Dataversity
DECEMBER 16, 2020
Click to learn more about author Sowmya Tejha Kandregula. According to IDC, the size of the global datasphere is projected to reach 163 ZB by 2025, leading to the disparate data sources in legacy systems, new system deployments, and the creation of data lakes and data warehouses. Most organizations do not utilize the entirety of the data […]. The post An Introduction to Metadata Management appeared first on DATAVERSITY.
Smart Data Collective
DECEMBER 14, 2020
Retailers are struggling to keep up with a growing demand for online purchases. They have found that the pandemic has completely upended their business models, as customers shift towards online commerce. This has driven many companies to find more innovative ecommerce marketing models that rely on big data. As such, retailers have an even tougher job of keeping on top of supply and demand.
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
The Data Administration Newsletter
DECEMBER 15, 2020
In past months, we’ve looked at how our data gathering and analyzing processes skew our cars, medical systems, and many more things to work primarily for men. Following all of this talk about data’s gender gap, what can we do to begin righting its wrongs? There is no one-stop easy answer, rather a laundry list […].
Analytics Vidhya
DECEMBER 18, 2020
This article was published as a part of the Data Science Blogathon. Introduction How much data is enough to state statistical significance? In other. The post Statistics for Beginners: Power of “Power Analysis” appeared first on Analytics Vidhya.
Alation
DECEMBER 17, 2020
The post The Tribal Knowledge Problem appeared first on Alation.
Smart Data Collective
DECEMBER 16, 2020
The implementation of IoT , or the Internet of Things, can allow new business models and offerings for many companies, and this is why many businesses nowadays are rushing to start their IoT deployment so they won’t miss the boat. In any IoT deployment, however, choosing between the different IoT connectivity options is always one of, if not the biggest challenge.
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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