Centroid Initialization Methods for k-means Clustering
KDnuggets
MAY 13, 2022
This article is the first in a series of articles looking at the different aspects of k-means clustering, beginning with a discussion on centroid initialization.
KDnuggets
MAY 13, 2022
This article is the first in a series of articles looking at the different aspects of k-means clustering, beginning with a discussion on centroid initialization.
Analytics Vidhya
MAY 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction Machine Learning and Data Science are one of the fastest-growing technological fields. This field results in amazing changes in the medical field, production, robotics etc. The main reason for the advancement in this field is the increase in the computational power and […].
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Dataconomy
MAY 13, 2022
The European Union is disturbed by the lack of comprehensive regulation of artificial intelligence. The EU AI Act is an important step that will determine the future of artificial intelligence in the context of personal data protection. It’s a lawless world for artificial intelligence in today’s society. The European Union.
Hacker News
MAY 11, 2022
The Metropolitan Catholic Cathedral at the peak of Mount Pleasant in Liverpool, UK, represents a unique and unmistakable landmark in the city’s skyline. But unbeknown to many passing or visiting the wigwam-shaped building, beneath the steps and next to the crypt there was once a particle accelerator that played an important role in the evolution of experimental physics.
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.
KDnuggets
MAY 12, 2022
Learn about the free and easy-to-deploy hosting platform for your machine learning projects.
Analytics Vidhya
MAY 12, 2022
This article was published as a part of the Data Science Blogathon. Introduction Apache Flume, a part of the Hadoop ecosystem, was developed by Cloudera. Initially, it was designed to handle log data solely, but later, it was developed to process event data. The Apache Flume tool is designed mainly for ingesting a high volume […]. The post Get to Know Apache Flume from Scratch!
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
FlowingData
MAY 12, 2022
Oftentimes what we’re doing isn’t so important as who we’re spending our time with. Based on data from the American Time Use Survey, this is a simulated day for 100 people. Read More.
KDnuggets
MAY 9, 2022
Read this overview of 12 important machine learning concepts, presented in a no frills, straightforward definition style.
Analytics Vidhya
MAY 11, 2022
This article was published as a part of the Data Science Blogathon. Introduction In this article, we will be working to develop an application from computer vision techniques that will reverse the video, and also, we will be able to save that reversed video in our local system. In this application, we will also have […]. The post Reversing the Video Using Computer Vision appeared first on Analytics Vidhya.
Dataconomy
MAY 13, 2022
In a detailed comparison, we’ll look at the similarities and differences between interpolation vs extrapolation. The words “interpolation” and “extrapolation” may seem extremely technical, but they’re not that complex. Each term is employed somewhat differently, whether they’re being used generally or about math and data science.
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
MAY 8, 2022
The word ‘blockchain’ is more and more in use today, especially when it comes to cryptocurrencies. However, the applications of blockchain go beyond cryptocurrency networks. Applications of blockchain technology today aren’t restricted to the financial industry either. This is as the distributed ledgers found in blockchain technology can be used across industries.
KDnuggets
MAY 10, 2022
This is a list of FREE data science resources and notes that are available online, some of which are provided by universities.
Analytics Vidhya
MAY 13, 2022
This article was published as a part of the Data Science Blogathon. Introduction on AutoKeras Automated Machine Learning (AutoML) is a computerised way of determining the best combination of data preparation, model, and hyperparameters for a predictive modelling task. The AutoML model aims to automate all actions which require more time, such as algorithm selection, […].
Dataconomy
MAY 9, 2022
Today’s artificial intelligence technologies use quite a lot of energy. For this reason, the production of low-energy AI systems is very important for a sustainable world. Artificial intelligence may be performed using tiny nanomagnets that communicate similarly to neurons in the brain, according to researchers. The Imperial College London researchers.
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
MAY 13, 2022
Did you know that global companies are projected to spend nearly $1.6 trillion on AI by 2030 ? The demand for AI services is growing due to the many powerful benefits it offers. Various applications, from web-based smart assistants to self-driving cars and house-cleaning robots, run with the help of artificial intelligence (AI). With the growth of business data, it is no longer surprising that AI has penetrated data analytics and business insight tools.
KDnuggets
MAY 12, 2022
By implementing the different NLP techniques into the production processes, compliance departments can maintain detailed checks and keep up with regulator demands.
Analytics Vidhya
MAY 9, 2022
This article was published as a part of the Data Science Blogathon. Introduction Dealing with sequential data is considered one of the hardest problems to solve in the Data science industry. Standard neural networks have paved a new path in the rising AI industry. It worked very well with tabular data but every new invention in […]. The post An Introduction to Long Short-Term Memory (LSTMs) appeared first on Analytics Vidhya.
Dataconomy
MAY 12, 2022
In the era of digital workplace, enterprises are utilizing cutting-edge technologies and today we are going to discuss how AI in security systems could help businesses increase their cybersecurity. Artificial intelligence (AI) is becoming more prevalent than you may realize.
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.
Eugene Yan
MAY 7, 2022
Industry examples, exploration strategies, warm-starting, off-policy evaluation, and more.
KDnuggets
MAY 11, 2022
Save time and effort with this guide, which will show you how to do data join operations in Tableau.
Analytics Vidhya
MAY 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction on Jupyter Notebook Configuration Let’s You have a job crunching trillions of image data points to extract insights, and you don’t have sufficient storage or processing power to do it, so what will you do – Stop in the Middle or Get […]. The post Configure Jupyter Notebook On AWS In 2-Steps appeared first on Analytics Vidhya.
Dataconomy
MAY 10, 2022
Data democratization is the practice of making digital data available to the average non-technical user of information systems without requiring IT’s assistance. End of a reign A few data analysts with the knowledge and skills to properly arrange, crunch, and interpret data for their company had wielded enormous power over.
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?
FlowingData
MAY 13, 2022
We’ve been hearing a lot about inflation rates lately on a national scale. However, how inflation impacts you depends on what you spend your money on. Ben Casselman and Ella Koeze for The New York Times provide an estimate for you. Tags: calculator , inflation , New York Times.
KDnuggets
MAY 9, 2022
Check out this list of free resources, courses, and more to help you become a Data Scientist for free.
Analytics Vidhya
MAY 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction on Apache Flume Apache Flume is a platform for aggregating, collecting, and transporting massive volumes of log data quickly and effectively. It is very reliable and robust. Its design is simple, based on streaming data flows, and written in the Java programming […].
Dataconomy
MAY 10, 2022
What are the most significant business intelligence benefits and the technologies used to exploit them? You’ve undoubtedly heard the adage “work smarter, not harder.” That phrase might as well have been coined for business intelligence software (BI). Business intelligence software (BI) is made up of various data analytics tools used.
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
Smart Data Collective
MAY 10, 2022
Artificial intelligence (AI) is all the rage now. It’s impacting numerous industries globally and changing the way we do things. One of the critical industries AI is making strides in is the financial technology “fintech” industry. AI now plays a significant role in facilitating financial services, replacing what required manual work a few years ago.
KDnuggets
MAY 13, 2022
Predict the performance of your model - before the ground truth is available.
Analytics Vidhya
MAY 9, 2022
This article was published as a part of the Data Science Blogathon. Source – bounteous.com Introduction Time Series Analysis and Forecasting is a very pronounced and powerful study in data science, data analytics and Artificial Intelligence. It helps us to analyse and forecast or compute the probability of an incident, based on data stored with respect to […].
Dataconomy
MAY 13, 2022
When one talks about immense computing powers, the question ‘what is a supercomputer’ pops up in some people’s heads. So let’s explain: A supercomputer is a computer with a high level of performance compared to a general-purpose computer. Floating-point operations per second (FLOPS) are used to measure the performance of.
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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