Analytics Vidhya
AUGUST 18, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Gradient Boosting Decision tree or a GBDT is a. The post Complete guide on how to Use LightGBM in Python appeared first on Analytics Vidhya.
Dataconomy
AUGUST 19, 2021
Artificial intelligence is one of the most rapidly growing aspects of tech, and in a well-funded industry like the medical industry, new adaptations are helping with efficiency and precision. Ultimately, artificial intelligence is changing healthcare for good, but there are some growing pains as well. Many of those affect the.
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Smart Data Collective
AUGUST 18, 2021
When applied to the hiring process, data analytics can help you strategically grow and manage your team with greater accuracy and success. More companies are using big data to create a stronger company culture. 50% of business owners consider big data to be the most effective hiring method, a Global Recruiting Trends survey reveals. Moreover, big data can also improve talent retention by 56% and better clarify skills gaps by 50%.
FlowingData
AUGUST 19, 2021
Welcome to issue #153 of The Process , the newsletter for FlowingData members on how the charts get made. I’m Nathan Yau, and this week I was observing different points of view from the same data. It still amazes me that you can give multiple people the same dataset and the results can vary depending on questions, goals, and audience. Become a member for access to this — plus tutorials, courses, and guides.
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
Analytics Vidhya
AUGUST 18, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon TABLE OF CONTENTS Introduction Loading dataset and creating our model Saving. The post Quick Hacks To Save Machine Learning Model using Pickle and Joblib appeared first on Analytics Vidhya.
The Data Administration Newsletter
AUGUST 17, 2021
If you are planning on using predictive algorithms, such as machine learning or data mining, in your business, then you should be aware that the amount of data collected can grow exponentially over time. In a world where big data is becoming more popular and the use of predictive modeling is on the rise, there are steps […].
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
FlowingData
AUGUST 19, 2021
After looking at how much time we spent on daily activities in 2020, let's look at when we spent our time. Read More.
Analytics Vidhya
AUGUST 14, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon To solve any problem using reinforcement learning we need a. The post Creating Continuous Action Bot using Deep Reinforcement Learning appeared first on Analytics Vidhya.
The Data Administration Newsletter
AUGUST 17, 2021
It has been an incredible run. I hope it is just “see you soon” rather than “goodbye.” With this column, DAMA International’s streak of quarterly columns since mid-2001 is coming to an end. The columns have featured the activities and incredible work of DAMA International over the past two decades. Thank you, DAMA, and I […].
Smart Data Collective
AUGUST 16, 2021
Analytics technology is very important for online businesses. You need to pay close attention to analytics data on various KPIs to determine whether your strategy is working well and what tweaks need to be made. As an eCommerce entrepreneur, you have the benefit of being able to access a plethora of data at any time about multiple areas of your business and how consumers interact with it.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
FlowingData
AUGUST 16, 2021
Using unit charts, NPR shows the number of people who identify with each race or ethnicity : [A] different kind of breakdown can show how racial groups are becoming more heterogeneous. This graphic shows the number of people who said they identified with each race, regardless of how many races they chose. For example, if a person said they identified as Black and Asian, they would appear in both racial categories.
Analytics Vidhya
AUGUST 19, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Since the initial breakthrough in Computer Vision achieved by A. Krizhevsky. The post Computer Vision and How It is Shaping the World Around Us appeared first on Analytics Vidhya.
The Data Administration Newsletter
AUGUST 17, 2021
The increasing speed and pace of business certainly contributes to several data challenges (quality, timeliness, availability and, most important, usability of the data). As the number of data sources increase and data volumes expand along with the demand from the business to access data on a timelier basis, pressures begin to form on the underlying […].
Smart Data Collective
AUGUST 19, 2021
Data is an important part of any business, including areas that focus on product development. With data, you can analyze it and then incorporate your findings into the development stages of the product’s creation. As such, you end up with a final product that is a lot more effective than it would be without that influence of analysis. The results of data analysis can take some time, hence why it’s important to introduce this as early on as possible to ensure peak performance.
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
FlowingData
AUGUST 18, 2021
Generative art seems to be having a moment right now, so it’s only appropriate that there’s an R package to help you make some. The aRtsy package by Koen Derks makes algorithms more straightforward to use. Set parameters and you’re off. Tags: generative art , R.
Analytics Vidhya
AUGUST 19, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Photo by fauxels from Pexels What is Exploratory Data Analysis? Exploratory. The post Exploratory Data Analysis and Visualization Techniques in Data Science appeared first on Analytics Vidhya.
The Data Administration Newsletter
AUGUST 17, 2021
“The earth does not belong to man, man belongs to the earth. All things are connected like the blood that unites us all. Man did not weave the web of life, he is merely a strand in it. Whatever he does to the web, he does to himself.” – Chief Seattle Once upon a time, […].
Smart Data Collective
AUGUST 17, 2021
Data analytics has upended the world of business in countless ways. A growing number of businesses are discovering new applications for data analytics technology as they strive to streamline operations and boost their bottom lines. Many companies have found that analytics technology is ideal for optimizing their business models in a number of ways. This can help them grow considerably.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Tableau
AUGUST 17, 2021
Stephanie Jensen. Marketing Content & Editorial Manager. Kristin Adderson. August 17, 2021 - 9:58pm. August 24, 2021. Team USA athlete Lizzi Smith at the Paralympic Games Rio 2016 (photo credit: Getty Images). Data stops doubt. Paralympian Lizzi Smith is stoked about swimming, and leans into data as a way to improve her results. . “Data stops doubt,” explains Lizzi.
Analytics Vidhya
AUGUST 14, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Image Source: Author Data Science enthusiasts know that raw data. The post Better EDA with 3 Easy Python Libraries for Any Beginner appeared first on Analytics Vidhya.
DataRobot
AUGUST 16, 2021
As artificial intelligence secures its position in the public sphere, consumers expect companies to use the maturing technology ethically and responsibly. Seventy percent of customers expect organizations to provide transparent and fair AI experiences, according to a recent Capgemini report. But as the technology’s popularity grows, a number of concerning examples have emerged of AI models operating with algorithmic bias.
Smart Data Collective
AUGUST 17, 2021
Big data has been a very important part of modern human resource solutions. One of the biggest implications of big data in human resources has pertained to enterprise workflow management. Every business, from a small one-person shop to an enterprise level company needs to find ways to be more efficient. This means efficiency in spending, and efficiency in their workflows.
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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.
Tableau
AUGUST 17, 2021
Stephanie Jensen. Marketing Content & Editorial Manager. Kristin Adderson. August 17, 2021 - 9:58pm. August 24, 2021. Team USA athlete Lizzi Smith at the Paralympic Games Rio 2016 (photo credit: Getty Images). Data stops doubt. Paralympian Lizzi Smith is stoked about swimming, and leans into data as a way to improve her results. . “Data stops doubt,” explains Lizzi.
Analytics Vidhya
AUGUST 15, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction We all want to dive deep into deep learning and. The post Build your first artificial neural networks using Pytorch appeared first on Analytics Vidhya.
FlowingData
AUGUST 20, 2021
With professional basketball, we often hear about carry jobs. There’s one star player who carries everyone else to a championship. Russell Goldenberg for The Pudding looked for the biggest carry jobs in NBA Finals history. Tags: basketball , Pudding , Russell Goldenberg.
Smart Data Collective
AUGUST 18, 2021
Big data has radically changed the accounting profession. Accountants are using new software with sophisticated machine learning algorithms to better address the nuances of their situations. They are also using more advanced data analytics tools to make more meaningful insights into the nature of their clients’ financial matters. Cloud technology has also helped accountants.
Speaker: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.
Dataversity
AUGUST 18, 2021
Click to learn more about author Keith Neilson. Multi-cloud is positioned to take over this year, as over 90% of enterprises worldwide are expected to depend on a blend of on-prem/dedicated private clouds, multiple public clouds, and legacy platforms by 2022. While countless organizations are racing to incorporate the cloud into their business model, this […].
Analytics Vidhya
AUGUST 18, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: Watermarks are an important part of businesses and online content. The post How to add watermark on images using OpenCV in Python appeared first on Analytics Vidhya.
FlowingData
AUGUST 16, 2021
CNN goes with the dot density map for their first pass on the 2020 decennial. Each dot represents a certain number of people depending on your zoom level. Color represents race or ethnicity. Does CNN have a limited color palette that they’re allowed to use? I would’ve gone for more contrast between the light blue for white and darker-but-still-light blue for American Indian/Alaskan Native.
Smart Data Collective
AUGUST 16, 2021
Managing data is a challenge. It’s not hard to collect data, but most companies collect data in disparate locations and across multiple applications that don’t talk to each other. With this model, multiple reports are required to crunch data from multiple sources. That requires manually entering data into yet another application to generate a final report.
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
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