Analytics Vidhya
SEPTEMBER 3, 2021
This article was published as a part of the Data Science Blogathon What if you could simply talk or converse with a computer just the way you talk to a human? Sounds impressive, doesn’t it? Natural Language Processing helps us do just that! Natural language processing (NLP) can be thought of as an intersection of Linguistics, […]. The post Essential Text Pre-processing Techniques for NLP!
Dataconomy
SEPTEMBER 3, 2021
Our world revolves around data. Data science, machine learning, and AI have become some of the most critical technologies and industries in the 21st Century, penetrating almost every aspect of our lives, including fitness and wellbeing. The impact of technology on fitness industry On the consumer side, this technology triumvirate.
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FlowingData
SEPTEMBER 3, 2021
We had to do a lot more from home in 2020. Based on the American Time Use Survey, we spent about 62% of our waking time at home. In contrast, we only spent about 50% in 2019. Here is the breakdown by activity on a weekday. For each year, I counted the total minutes for each activity and divided by total waking time to estimate percentages. For privacy reasons, the where is not provided for when respondents were sleeping, grooming, or doing personal activities.
Smart Data Collective
AUGUST 31, 2021
Big data has led to some remarkable changes in the field of marketing. It has been especially impactful in regards to online content marketing. Many marketers have used AI and data analytics to make more informed insights into a variety of campaigns. Data analytics tools have been especially useful with PPC marketing , media buying and other forms of paid traffic.
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
AUGUST 30, 2021
This article was published as a part of the Data Science Blogathon Hello readers! In this article, I am going to discuss one of the most essential parts of Apache Spark called RDD. Before getting into Spark RDD, I strongly recommend you to read my article, Understand the internal working of Apache Spark to get an overview of […]. The post Understanding the Basics of Apache Spark RDD appeared first on Analytics Vidhya.
Dataconomy
SEPTEMBER 3, 2021
Many company representatives commit to moving massive amounts of data to a new location and anticipate numerous advantages. For example, a small business could become more competitive after transferring some content to the cloud. Managing data on-site is a labor-intensive exercise that often becomes prohibitively challenging. Off-site service providers typically.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Smart Data Collective
AUGUST 28, 2021
Data lakes and data warehouses are probably the two most widely used structures for storing data. In this article, we will explore both, unfold their key differences and discuss their usage in the context of an organization. Data Warehouses and Data Lakes in a Nutshell. A data warehouse is used as a central storage space for large amounts of structured data coming from various sources.
Analytics Vidhya
AUGUST 29, 2021
This article was published as a part of the Data Science Blogathon Introduction Hello everyone! While cyberpunk has not yet entered our lives that much, and neuro interfaces are far from ideal, LiDAR can become the first stage on the path to the future of manipulators. Therefore, in order not to get bored during the holidays, […]. The post Hand Pose Estimation based on LiDAR in 30 minutes appeared first on Analytics Vidhya.
Dataconomy
AUGUST 31, 2021
This year a significant event will take place: somewhere in the world, the billionth CCTV camera will be installed. This means that a camera already monitors every seventh person on the planet. And in some cities, more than a million cameras are already in use, making the ratio even more.
FlowingData
AUGUST 30, 2021
Chris Yu, Henrik Schumacher, and Keenan Crane from Carnegie Mellon University are working on repulsive curves, which is a method to efficiently unravel curves so that they don’t overlap : Curves play a fundamental role across computer graphics, physical simulation, and mathematical visualization, yet most tools for curve design do nothing to prevent crossings or self-intersections.
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.
Smart Data Collective
SEPTEMBER 1, 2021
As we have stated before, big data is becoming vital to modern marketing strategies. We have mentioned that it has been instrumental in virtually all digital marketing strategies in recent years, such as PPC advertising. However, it is becoming abundantly clear that big data technology is also rapidly transforming many traditional marketing practices as well.
Analytics Vidhya
SEPTEMBER 3, 2021
This article was published as a part of the Data Science Blogathon Introduction The purpose of this article is to show the process of working with time series from data processing to building neural networks and validating the results. As an example, financial series was chosen as completely random and in general, it is interesting if […]. The post Forecasting Financial Time Series – A Model of MLP in Keras appeared first on Analytics Vidhya.
The Data Administration Newsletter
AUGUST 31, 2021
Data is everywhere! But can you find the data you need? Can you trust it when you get it? What can be done to ensure the quality of the data? How can you show the value of investing in data? These are not new questions, but many people still do not know how to practically […].
FlowingData
SEPTEMBER 2, 2021
After Hurricane Ida, New Orleans experienced power outages. The NASA Earth Observatory show the outages by comparing night lights on August 31, 2021 against night lights on August 9, 2021: VIIRS has a low-light sensor—the day/night band—that measures light emissions and reflections. This capability has made it possible to distinguish the intensity, types, and sources of lights and to observe how they change.
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
Smart Data Collective
AUGUST 30, 2021
In the current economic turbulent times, showing business stakeholders that your knowledge sharing and reusing brings business value works as a driving force for investing in a knowledge management tool. . But, how do you convince stakeholders about the importance of knowledge management? Simple! Use data and analytics to back your claims. The simplest way is to measure the performance of your knowledge management.
Analytics Vidhya
AUGUST 28, 2021
This article was published as a part of the Data Science Blogathon We are using Jupyter notebook to run our code. We suggest following this tutorial on Google Colaboratory. You can check out this link for more info about its usage. To follow through this tutorial prior knowledge of PyTorch and python programming is assumed. No […]. The post Linear Regression and Gradient Descent in PyTorch appeared first on Analytics Vidhya.
Tableau
SEPTEMBER 2, 2021
Sue Kraemer. Curriculum Development Manager, Tableau. Kristin Adderson. September 2, 2021 - 1:50pm. September 2, 2021. I’m proud to announce that our ready-made Data Literacy One curriculum is now available in Canvas learning management system (LMS) format. This latest Tableau Academic program release enables instructors to quickly get up and running to teach data literacy skills to the next generation of decision makers. .
FlowingData
SEPTEMBER 1, 2021
How Humans Judge Machines is an academic publication covering the results of experiments on how humans judge machines. The digital version is free, or you can purchase a print version. How Humans Judge Machines compares the reactions of people in the United States to scenarios describing human and machine actions. Our data shows that people do not judge humans and machines equally, and that these differences can be explained as the result of two principles.
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.
Smart Data Collective
SEPTEMBER 2, 2021
New advances in data analytics and data mining tools have been incredibly important in many organizations. We have talked extensively about the benefits of using data technology in the context of marketing and finance. However, big data can also be invaluable when it comes to operations management as well. The retail sector, in particular, can benefit immensely from a shift towards a data-driven business model.
Analytics Vidhya
AUGUST 29, 2021
This article was published as a part of the Data Science Blogathon Introduction Till now we have learned about linear regression, logistic regression, and they were pretty hard to understand. Let’s now start with Decision tree’s and I assure you this is probably the easiest algorithm in Machine Learning. There’s not much mathematics involved here. Since […].
Tableau
SEPTEMBER 2, 2021
Sue Kraemer. Curriculum Development Manager, Tableau. Kristin Adderson. September 2, 2021 - 1:50pm. September 2, 2021. I’m proud to announce that our ready-made Data Literacy One curriculum is now available in Canvas learning management system (LMS) format. This latest Tableau Academic program release enables instructors to quickly get up and running to teach data literacy skills to the next generation of decision makers.
FlowingData
SEPTEMBER 1, 2021
Wildfires continue to burn in the western United States. The New York Times provides a tracker showing the ones burning now , along with air quality and a smoke forecast. A couple of weeks ago, it smelled of smoke in my area and the sky was orange. I guess this is the new norm. Tags: New York Times , tracker , wildfire.
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?
Smart Data Collective
SEPTEMBER 2, 2021
Hacker Moon published an article talking about the ways that AI and big data are changing the future of the video production industry. Both television and online media outlets are benefiting from these advances. Connectivity and computing power have improved dramatically in recent years. This has made big data accessible to more and more industries.
Analytics Vidhya
AUGUST 29, 2021
This article was published as a part of the Data Science Blogathon Introduction Data structures refer to the pattern of data arrangement on a disK that allows for convenient storage and display in the computing domain. They are related to the field of data science, which is expected to be a lucrative career choice in 2021. […]. The post Trees in Data Structure Every Data Scientist Should Know About appeared first on Analytics Vidhya.
Dataversity
AUGUST 30, 2021
Click to learn more about author Kevin Campbell. As enterprises continue to transform their legacy technology into tools fit for the modern age, digital transformation has become the key buzzword describing this transition into the 21st century. According to Gartner, digital transformation is a top priority for at least 91% of organizations, and yet despite this huge buy-in, only 40% of organizations […].
FlowingData
AUGUST 31, 2021
Noah Veltman fed an AI movie descriptions and made it generate images. The results are in quiz form so that you can guess the movies. I would give myself a poor rating for guessing the movies, but once you see the answer, you’re like oh yeah of course. Veltman used VQGAN+CLIP, which you can find out more about here. Tags: AI , movies , neural network , Noah Veltman.
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
DataRobot
SEPTEMBER 3, 2021
Amy D. Grubb joined Ben Taylor, Chief AI Evangelist at DataRobot, on the More Intelligent Tomorrow podcast to discuss the difficulties of digital transformation and the role of I-O psychology in a large government environment. Trained as an industrial and organizational psychologist, with a Ph.D. from the University of Houston, Amy Grubb has worked at the Federal Bureau of Investigation for more than 22 years.
Analytics Vidhya
AUGUST 28, 2021
This article was published as a part of the Data Science Blogathon “IF YOU ARE NOT TAKING CARE OF YOUR CUSTOMERS, YOUR COMPETITOR WILL” – Bob Hooey Overview: Customer Lifetime Value is the profit that a business will make from a specific customer over the period of their association with the business. Every industry has […].
The Data Administration Newsletter
AUGUST 31, 2021
The purpose of data visualization is to facilitate the perception of information arrays and to identify patterns that are difficult to notice in a text table. To make a useful and powerful infographic, you need to follow the laws and regulations of data visualization. Some violate these laws and use subtle distortions to manipulate users’ […].
FlowingData
SEPTEMBER 2, 2021
Welcome to issue #155 of The Process , the newsletter for FlowingData members about how the charts get made. I’m Nathan Yau, and this week I’m thinking about all the times someone declared a bar chart would be better and wondering what proportion of those comments were wrong. Become a member for access to this — plus tutorials, courses, and guides.
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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