Sat.Dec 05, 2020 - Fri.Dec 11, 2020

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Pattern Recognition: The basis of Human and Machine Learning

Analytics Vidhya

Introduction Find the key to unlock the magic, or else it is all fuzzy logic It was the pre-corona period and I went to. The post Pattern Recognition: The basis of Human and Machine Learning appeared first on Analytics Vidhya.

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Private, Keep Out: Why there’s nothing to fear in the privacy era

Dataconomy

The continual evolution of the global data privacy landscape is a mostly positive trend. Still, it can also be confusing and concerning for businesses keen to ensure they don’t end up on the wrong side of data regulations. Recent developments include the enforcement of the California Consumer Privacy Act (CCPA). The post Private, Keep Out: Why there’s nothing to fear in the privacy era appeared first on Dataconomy.

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Machine Learning Could Slash Car Accident Casualties in Coming Years

Smart Data Collective

When most people consider the merits of machine learning, they typically think about its applications from a capitalist standpoint. There are countless ways that business owners are using machine learning advances to pad their bottom lines. However, policymakers, nonprofits and other experts are also finding machine learning applications that serve more benevolent purposes.

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Catch the Flying Daggers

Eugene Yan

A short story on flying daggers and life's challenges.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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.

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14 Free Data Science Books to Add your list in 2020 to Upgrade Your Data Science Journey!

Analytics Vidhya

Overview Here are 14 free data science books to get started and upgrade yourself on various fronts By no means is this an exhaustive. The post 14 Free Data Science Books to Add your list in 2020 to Upgrade Your Data Science Journey! appeared first on Analytics Vidhya.

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3 valuable gains growing companies derive from payroll analytics

Dataconomy

Talent recruitment without data is drought with challenges. Hiring managers may find themselves at a disadvantage when determining how much they need to pay their employees. Offer them too little, and they’re unlikely to work for you. Pay them too much, and you’re not utilizing your resources effectively. Compensation management. The post 3 valuable gains growing companies derive from payroll analytics appeared first on Dataconomy.

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How I’m Reflecting on 2020 and Planning for 2021

Eugene Yan

Time to clear the cache, evaluate existing processes, and start new threads.

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Top 8 Low code/No code ML Libraries every Data Scientist should know

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The main motto of this post is to give a brief. The post Top 8 Low code/No code ML Libraries every Data Scientist should know appeared first on Analytics Vidhya.

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Why Data Strategy Is King

Dataversity

Click to learn more about author Mathias Golombek. Prioritize Your Data Strategy Applying data efficiently can mean the difference between success and failure for a business in today’s competitive environment. But before you can even consider issues such as choosing the right deployment model, you need the backing of your employees when it comes to […].

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4 Tips for Manage Outdated Systems In and Enterprise

Smart Data Collective

Running a business is difficult enough, but when you also factor in the added layer of running that business using outdated technology, finding success can be even more challenging. It’s not that it’s impossible to run your company using dated software and equipment (after all, you’re still in business!). However, many times using older systems can ultimately make your business run much less efficiently than newer tech would provide you with.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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.

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Three ways to quickly analyze fundraising performance with Tableau

Tableau

Jarrett O’Brien. Nonprofit Cloud Product Marketing Director, Salesforce. Kristin Adderson. December 10, 2020 - 4:00pm. December 10, 2020. 2020 has delivered so many unknowns in terms of how nonprofits operate, convene supporters, and plan for the future. All these unknowns have come with financial uncertainty—which forces leadership to make tough decisions and challenging pivots to keep their organizations thriving.

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Kaggle Grandmaster Series – Exclusive Interview with Andrey Lukyanenko (Notebooks and Discussions Grandmaster)

Analytics Vidhya

Introduction “In case you are only starting your journey, I suggest to read some great notebooks to understand what is interesting to people, then. The post Kaggle Grandmaster Series – Exclusive Interview with Andrey Lukyanenko (Notebooks and Discussions Grandmaster) appeared first on Analytics Vidhya.

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The Future of Automation Is Hyper, AI-Infused, and Code-Free

Dataversity

Click to learn more about author Allan Andersen. Data has been a crucial component to the evolution of artificial intelligence (AI), a market that could reach $98 billion by 2023 and exceed $169 billion by 2025. Most (64%) of financial services executives expect AI to transform the industry within two years. Better still, the technology […]. The post The Future of Automation Is Hyper, AI-Infused, and Code-Free appeared first on DATAVERSITY.

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Most Disruptive Data-Driven Software Development Trends in 2021

Smart Data Collective

Big data is changing the future of software development in countless ways. Towards Data Science talked about some of the biggest changes that big data has created in this rapidly evolving field. One of them was the shift towards all-in-one data-driven software development across various industries. “All-in-one big data machines will be released one after another, that is to say, the hardware and software of big data will be merged together, which can be quickly used by customers in the for

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How to Modernize Manufacturing Without Losing Control

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

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Alation 2020.4: Discussing Analyst Productivity with Andrea Levy, Data Science Lead at Alation

Alation

The post Alation 2020.4: Discussing Analyst Productivity with Andrea Levy, Data Science Lead at Alation appeared first on Alation.

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Top 15 Free Data Science Courses to Kick Start your Data Science Journey!

Analytics Vidhya

Overview Here is a list of 15 Free Data Science Courses to get you going initially These are well-curated courses. Please probe the resources. The post Top 15 Free Data Science Courses to Kick Start your Data Science Journey! appeared first on Analytics Vidhya.

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Three Things You Need to Know About Data Literacy

Dataversity

Click to learn more about author Eva Murray. In the data-rich working environments of today, it is crucial for people to be data literate and, therefore, proficient in working with, understanding, and communicating data effectively. Much like literacy in general, Data Literacy is becoming an essential skill without which many of us could not do […].

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The Dream Team: Building The Ideal Product Team with Marvels of Data Analytics

Smart Data Collective

Big data is leading to a number of major changes in businesses all over the world. One of the biggest changes to come from new advances in data analytics is an improvement in product development. We mentioned that insights made with big data can be important for developing digital products , but they can also be useful for creating physical products, too.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

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.

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Analytics and Governance, Two Sides of the Data Intelligence Coin

Alation

The post Analytics and Governance, Two Sides of the Data Intelligence Coin appeared first on Alation.

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Control the Mouse with your Head Pose using Deep Learning with Google Teachable Machine

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Hi, In this article, let us go over how you can. The post Control the Mouse with your Head Pose using Deep Learning with Google Teachable Machine appeared first on Analytics Vidhya.

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2021 Zen Masters: Nominations and applications are now open!

Tableau

Amanda Boyle. Tanna Solberg. December 8, 2020 - 12:25am. December 8, 2020. In their mastery of the Tableau platform, their desire to collaborate and help invent the Tableau solutions of tomorrow, and their dedication to helping our global community, Tableau Zen Masters stand out in a community of greatness. They are also our biggest advocates as well as our harshest critics, but by listening to and engaging with the Tableau Community, we build better software and, ultimately, a better company.

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3 Incredible Ways Small Businesses Can Grow Revenue With the Help of AI Tools

Smart Data Collective

COVID-19 has shaken small businesses to their core. When you talk to small business owners, you see that they feel anxious. If their business survived the months of quarantine and stay-at-home orders, they are likely saddled with the debt and struggling to keep their door open with only a fraction of the customers they had prior to the pandemic. Many small businesses that were reluctant to embrace technology , such as social media and websites, are just trying to figure out how to make the most

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The 2nd Generation of Innovation Management: A Survival Guide

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?

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The Three Techniques for Improving Analytics ROI in the Cloud

Dataversity

Click to learn more about author Maurice Lacroix. In an industry as competitive as eCommerce retail, the ability to turn data into actionable insights presents the opportunity to make business decisions that drive more revenue and control costs. Collecting and then analyzing retail data like customer visits, logistic fulfillment, pricing, and customer satisfaction presents a […].

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The Key Concepts To Investigating Your Dataset

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. “Don`t jump into modeling. First, understand and explore your data!” Overview This. The post The Key Concepts To Investigating Your Dataset appeared first on Analytics Vidhya.

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Data boosts confidence and resilience in companies despite the uncertain global economic climate: YouGov survey in Asia Pacific & Japan finds

Tableau

JY Pook. Senior Vice President, Asia Pacific, Tableau. Kristin Adderson. December 7, 2020 - 3:59pm. December 7, 2020. Especially after the long bumpy ride we have all been on since the start of 2020, and that we continue to live through the pandemic, can businesses really be optimistic about their future health? It can be particularly tough for businesses in Asia Pacific & Japan (APJ) who have been weathering this storm the longest.

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The Role of Application Performance Monitoring in Big Data Application Development

Smart Data Collective

As we pointed out in the past, data-driven approaches are changing the software development process. Big data is being finely woven into many new applications. Big data is at the heart of the development process, since developers need to find new ways to streamline content creation and coding. They must also find ways to integrate data technology into their applications, since data analytics helps enhance the performance of new applications.

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How to Achieve High-Accuracy Results When Using LLMs

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

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Why Data Privacy and Data Governance Will Be Even More Mission-Critical in 2021

Dataversity

Click to learn more about author Balaji Ganesan. 2020 was certainly a year of surprises, and perhaps the most acute lesson learned by businesses and consumers alike is that nothing is impossible. Looking within the lenses of Data Management, data security, and privacy, the same holds true. The internet is awash with data that is […]. The post Why Data Privacy and Data Governance Will Be Even More Mission-Critical in 2021 appeared first on DATAVERSITY.

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Understanding text classification in NLP with Movie Review Example Example

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Artificial intelligence has been improved tremendously without needing to change the. The post Understanding text classification in NLP with Movie Review Example Example appeared first on Analytics Vidhya.

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Data-driven journalism, AI ethics, deep fakes, and more – here’s how DN Unlimited ended the year with a bang

Dataconomy

Data Natives Unlimited – Europe’s biggest data science and AI event – was forced out of its regular, “so Berlin” home this year thanks to the Covid-19 pandemic. What followed was an endeavor that exceeded our expectations. With 5,000 attendees, over 150 speakers, incredible partners, fantastic volunteers, and a team. The post Data-driven journalism, AI ethics, deep fakes, and more – here’s how DN Unlimited ended the year with a bang appeared first on Dataconomy.

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How Unrivaled AI & ML Powered Solutions Are Revolutionizing Web Data Gathering Industry

Smart Data Collective

The latest innovation in the proxy service market makes every data gathering operation quicker and easier than ever before. Since the market for big data is expected to reach $243 billion by 2027 , savvy business owners will need to find ways to invest in big data. Artificial intelligence is rapidly changing the process for collecting big data, especially via online media.

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Apache Airflow® Best Practices: DAG Writing

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!