July, 2020

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8 Data Visualization Tips to Improve Data Stories

Analytics Vidhya

Overview Get to know the essential data visualization tips and techniques to improve your data stories Understand the effects of these data visualization tips. The post 8 Data Visualization Tips to Improve Data Stories appeared first on Analytics Vidhya.

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9 Best Practices Every Data Science Leader Should Follow

Dataconomy

Being a data scientist is hard. In addition to the combination of advanced mathematics and coding skills required to do the job, it’s a newer role for many organizations, so data scientists are called upon to navigate corporate landscapes, source the right IT resources, and establish new workflows across departments. The post 9 Best Practices Every Data Science Leader Should Follow appeared first on Dataconomy.

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How to Set Up a HTML App with FastAPI, Jinja, Forms & Templates

Eugene Yan

I couldn't find any guides on serving HTML with FastAPI, thus I wrote this to plug the hole on the internet.

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HOMER: Provable Exploration in Reinforcement Learning

Machine Learning (Theory)

Last week at ICML 2020, Mikael Henaff , Akshay Krishnamurthy , John Langford and I had a paper on a new reinforcement learning (RL) algorithm that solves three key problems in RL: (i) global exploration, (ii) decoding latent dynamics, and (iii) optimizing a given reward function. Our ICML poster is here. The paper is a bit mathematically heavy in nature so this post is an attempt to distill the key findings.

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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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How Can You Use Analytics to Measure Employee Engagement?

Smart Data Collective

Employee engagement is one of the most important metrics for the success of an organization, but it’s an elusive figure. According to one recent Gallup poll , a meager 15 percent of employees define themselves as “engaged” with their work. But what does that really mean? And how can you measure or improve employee engagement in your organization? What Is Employee Engagement?

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Data Governance: Stay Non-Invasive in Your Approach

Alation

The post Data Governance: Stay Non-Invasive in Your Approach appeared first on Alation.

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How to form a close-knit data science team in weeks

Dataconomy

David Kuntz, Head of Data Science at Degreed, discusses how to find and form a close-knit, full-stack data science team in weeks. We’ve all heard about data science unicorns – people with an almost mythical set of skills that can bring real clout and power into your organisation. But searching. The post How to form a close-knit data science team in weeks appeared first on Dataconomy.

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Georgia Tech's OMSCS FAQ (based on my experience)

Eugene Yan

Why OMSCS? How can I get accepted? How much time needed? Did it help your career? And more.

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When his hobbies went on hiatus, this Kaggler made fighting COVID-19 with data his mission | A…

Kaggle

With sports (and everything else) cancelled, this data scientist decided to take on COVID-19 | A Winner’s Interview with David Mezzetti When his hobbies went on hiatus, Kaggler David Mezzetti made fighting COVID-19 his mission. Photo by Clay Banks on Unsplash Let’s learn about David! [link] David Mezzetti is the founder of NeuML, a data analytics and machine learning company that develops innovative products backed by machine learning.

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Integrated Data Pipelines Make Magento 2 A Premier B2B Solution

Smart Data Collective

Data pipelines have been crucial for brands in a number of ways. In March, Hubspot talked about the shift towards incorporating big data into marketing pipelines in B2B campaigns. “A modern B2B sales pipeline is a treasure trove of data to model and improve, providing insights that are critical to performance,” writes Hubspot author Dan Tyre. However, it is important to use the right data pipelines to leverage these benefits.

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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!

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Determining the right time to ask for referrals

Twilio Segment

In this recipe, you’ll learn how to identify the moment your users receive maximum value from your product. That’s the best time to prompt them to refer colleagues and friends to your product.

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Transfer Learning for NLP: Fine-Tuning BERT for Text Classification

Analytics Vidhya

Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) have shown. The post Transfer Learning for NLP: Fine-Tuning BERT for Text Classification appeared first on Analytics Vidhya.

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No Keys to the Kingdom: New Single Sign-On Algorithm Provides Superior Privacy

Dataconomy

Researchers develop cryptographic scheme that completely hides your personal information from third parties when using single sign-on systems. Single sign-on systems (SSOs) allow us to login to multiple websites and applications using a single username and password combination. But these are third party systems usually handled by Big Tech companies.

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Why You Need to Follow Up After Your Data Science Project

Eugene Yan

Ever revisit a project & replicate the results the first time round? Me neither. Thus I adopted these habits.

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Optimizing The Modern Developer Experience with Coder

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.

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Gaining a sense of control over the COVID-19 pandemic | A Winner’s Interview with Daniel Wolffram

Kaggle

How one Kaggler took top marks across multiple Covid-related challenges. Photo by Markus Spiske on Unsplash Today we interview Daniel, whose notebooks earned him top marks in Kaggle’s CORD-19 challenges. Kaggle hosted multiple challenges that worked with the Kaggle CORD-19 dataset, and Daniel won 1st place three times, including by a huge margin in the TREC-COVID challenge.

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How to strengthen your Home’s Security through Data and Technology

Smart Data Collective

. It is the 21 st century, and technology has experienced radical changes making it more seamless to perform tasks. The massive advancement in technology is increasing the rate of real time monitoring, data collection, and data measurement. The changes in technology enable the massive integration of data into smart home technology and the existing environment site.

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Data and collaboration: a product leader’s guide to success

Twilio Segment

Product leaders must build strong cross-functional relationships grounded in reliable data. We've created a guide to share best practices from industry leaders.

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How to Train an Image Classification Model in PyTorch and TensorFlow

Analytics Vidhya

Overview Get an overview of PyTorch and TensorFlow Learn to build a Convolutional Neural Network (CNN) model in PyTorch to solve an Image Classification. The post How to Train an Image Classification Model in PyTorch and TensorFlow appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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How can governments harness the power of volunteering

Dataconomy

Assistant Volunteer, a project of Nable Solutions, was born during the HackCoronaGreece online hackathon to better coordinate the efforts of volunteers. Today, Assistant Volunteer’s platform is part of the Greek Ministry of Health’s official response to eradicating the pandemic. This year, online hackathons have proven to be a great source. The post How can governments harness the power of volunteering appeared first on Dataconomy.

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What I Do During A Data Science Project To Deliver Success

Eugene Yan

It's not enough to have a good strategy and plan. Execution is just as important.

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Best Practices to Improve the Performance of Your Data Preparation Flows

Tableau

Ryan Cairnes Senior Manager, Product Management, Tableau Hannah Kuffner July 28, 2020 - 10:43pm March 20, 2023 Tableau Prep is a citizen data preparation tool that brings analytics to anyone, anywhere. With Prep, users can easily and quickly combine, shape, and clean data for analysis with just a few clicks. In this blog, we’ll discuss ways to make your data preparation flow run faster.

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The Benefits Of Pursuing AWS Certified Cloud Practitioner Certification

Smart Data Collective

AWS has become a surprisingly popular platform. It has over a million customers and generates over $104 billion a year. This can be a great skill to learn for anyone in IT that wants greater wages and job security. Before even considering an IT career , you must understand yourself. What are your ambitions for the new year? Are you just going to sit there and wait for things to happen when you can make a major impact on your career with the right training?

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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What data can a CDP handle?

Twilio Segment

What are the most popular types of data fed into a CDP? We tallied up Segment’s most connected sources of customer data to take a look.

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5 Striking Pandas Tips and Tricks for Analysts and Data Scientists

Analytics Vidhya

Overview Pandas provide tools and techniques to make data analysis easier in Python We’ll discuss tips and tricks that will help you become a. The post 5 Striking Pandas Tips and Tricks for Analysts and Data Scientists appeared first on Analytics Vidhya.

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Make A.I. a Force Multiplier in Cybersecurity – not a Destination

Dataconomy

In the cybersecurity war between organizations and adversaries, we too often convince ourselves that we are pitting “technology versus technology.” But, actually, the battle is about people versus people. Technology alone cannot hunt, identify, assess and defeat attacks, because it lacks human-supplied authentic intelligence. With this intelligence, people and machines.

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How to Update a GitHub Profile README Automatically

Eugene Yan

I wanted to add my recent writing to my GitHub Profile README but was too lazy to do manual updates.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Best Practices to Improve the Performance of Your Data Preparation Flows

Tableau

Ryan Cairnes Senior Manager, Product Management, Tableau Hannah Kuffner July 28, 2020 - 10:43pm March 20, 2023 Tableau Prep is a citizen data preparation tool that brings analytics to anyone, anywhere. With Prep, users can easily and quickly combine, shape, and clean data for analysis with just a few clicks. In this blog, we’ll discuss ways to make your data preparation flow run faster.

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Machine Learning Enhances VPN Testing Effectiveness In Amazing Ways

Smart Data Collective

In December, Springer published an insightful article about the value of deep learning for VPNs. The article “Deep learning-based real-time VPN encrypted traffic identification methods” delves into the use of machine learning to improve encryption models. However, there are other ways that machine learning is improving the quality of VPN technology.

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How We Analyzed Google’s Search Results

Explosion

Using the Prodigy annotation tool, we created a user interface and a coder manual for two annotators to spot-check 741 stained images randomly sampled from our dataset.

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Statistics for Data Science: What is Skewness and Why is it Important?

Analytics Vidhya

Overview Skewness is a key statistics concept you must know in the data science and analytics fields Learn what is skewness, the formula for. The post Statistics for Data Science: What is Skewness and Why is it Important? appeared first on Analytics Vidhya.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.