Analytics Vidhya
JULY 26, 2020
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.
Dataconomy
JULY 16, 2020
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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Smart Data Collective
JULY 26, 2020
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?
Eugene Yan
JULY 22, 2020
I couldn't find any guides on serving HTML with FastAPI, thus I wrote this to plug the hole on the internet.
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
Machine Learning (Theory)
JULY 21, 2020
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.
Alation
JULY 23, 2020
The post Data Governance: Stay Non-Invasive in Your Approach appeared first on Alation.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Dataconomy
JULY 16, 2020
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.
Smart Data Collective
JULY 26, 2020
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.
Eugene Yan
JULY 25, 2020
Why OMSCS? How can I get accepted? How much time needed? Did it help your career? And more.
Kaggle
JULY 29, 2020
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.
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?
Twilio Segment
JULY 31, 2020
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.
Analytics Vidhya
JULY 20, 2020
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.
Dataconomy
JULY 9, 2020
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.
Smart Data Collective
JULY 27, 2020
. 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.
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!
Eugene Yan
JULY 18, 2020
Ever revisit a project & replicate the results the first time round? Me neither. Thus I adopted these habits.
Kaggle
JULY 23, 2020
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.
Twilio Segment
JULY 30, 2020
Product leaders must build strong cross-functional relationships grounded in reliable data. We've created a guide to share best practices from industry leaders.
Analytics Vidhya
JULY 22, 2020
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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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.
Dataconomy
JULY 7, 2020
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.
Smart Data Collective
JULY 30, 2020
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.
Eugene Yan
JULY 11, 2020
It's not enough to have a good strategy and plan. Execution is just as important.
Tableau
JULY 28, 2020
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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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?
Twilio Segment
JULY 28, 2020
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.
Analytics Vidhya
JULY 12, 2020
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.
Dataconomy
JULY 2, 2020
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.
Smart Data Collective
JULY 31, 2020
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?
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.
Eugene Yan
JULY 10, 2020
I wanted to add my recent writing to my GitHub Profile README but was too lazy to do manual updates.
Tableau
JULY 28, 2020
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.
Explosion
JULY 27, 2020
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.
Analytics Vidhya
JULY 5, 2020
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.
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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