KDnuggets
OCTOBER 14, 2022
Leveraging sparse matrix representations for your data when appropriate can spare you memory storage. Have a look at the reasons why, see how to create sparse matrices in with Python, and compare the memory requirements for standard and sparse representations of the same data.
Analytics Vidhya
OCTOBER 11, 2022
This article was published as a part of the Data Science Blogathon. Introduction A Merkle tree is a basic component of blockchain technology. It is a mathematical data structure composed of hashes of different data blocks that serve as a summary of all transactions in the block. It also enables efficient and secure verification of […]. The post A Quick Guide to Blockchain: Merkle Tree appeared first on Analytics Vidhya.
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Dataconomy
OCTOBER 11, 2022
Cyber terrorism actors use the internet to carry out violent activities that cause or threaten serious physical harm or the loss of life to advance political or ideological goals through intimidation or threat. Internet terrorism can take the form of planned, widespread disruption of computer networks, particularly personal computers connected.
Smart Data Collective
OCTOBER 8, 2022
Cloud technology is changing some of the most core aspects of our lives. A growing number of students are finding ways to leverage the cloud to improve their learning experience. Education Technology Magazine has published an article on some of the most surprising ways that cloud technology is changing academia. Most of their focus was on their focus has been on the benefits of using cloud technology from the standpoint of educators.
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
OCTOBER 14, 2022
Something is missing in artificial intelligence – trust.
Analytics Vidhya
OCTOBER 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction Concurrency in DBMS refers to the ability of the system to support multiple transactions concurrently without any data loss or corruption. In a concurrent system, numerous transactions can access and modify the data simultaneously. Each transaction is isolated from other transactions, so […].
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
O'Reilly Media
OCTOBER 11, 2022
Gartner has anointed “Hyperautomation” one of the top 10 trends for 2022. Should it be? Is it a real trend, or just a collection of buzzwords? As a trend, it’s not performing well on Google; it shows little long-term growth, if any, and gets nowhere near as many searches as terms like “Observability” and “Generative Adversarial Networks.” And it’s never bubbled up far enough into our consciousness to make it into our monthly Trends piece.
KDnuggets
OCTOBER 14, 2022
Check out this free ebook covering the fundamentals of mathematics for machine learning, as well as its companion website of exercises and Jupyter notebooks.
Analytics Vidhya
OCTOBER 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction We, as data science and machine learning enthusiasts, have learned about various algorithms like Logistic Regression, Linear Regression, Decision Trees, Naive Bayes, etc. But at the same time, are we preparing for the interviews? As we know, the end goal is to […].
Dataconomy
OCTOBER 12, 2022
In a recent article, DeepMind Sparrow, a realistic dialogue agent that decreases the possibility of damaging and inappropriate responses, has been unveiled. Reinforcement learning may be used to test novel tactics for training conversation bots that show promise for a safer system based on feedback from research participants. DeepMind Sparrow’s.
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.
FlowingData
OCTOBER 13, 2022
Introduction to Data Science , by Harvard biostatistics professor Rafael A. Irizarry, is an open source book that provides, as you might have guessed, an introduction to data science: The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. This book introduces concepts and skills that can help you tackle real-world data analysis challenges.
KDnuggets
OCTOBER 12, 2022
Do you want to learn PyTorch for machine learning and deep learning? Check out this 24 hour long video course with accompanying notes and courseware for free. Did I mention it's free?
Analytics Vidhya
OCTOBER 10, 2022
This article was published as a part of the Data Science Blogathon. Source: Canva Introduction Most recent speech recognition models often rely on large supervised datasets, which are unavailable for many low-resource languages; this poses a challenge in creating a speech recognition model inclusive of all languages. To address this, researchers from Carnegie Mellon University have […].
Dataconomy
OCTOBER 10, 2022
One of the most popular applications of machine learning is anomaly detection. Outliers can be found and identified to help stop fraud, adversary assaults, and network intrusions that could jeopardize the future of your business. This article will discuss how anomaly detection functions, the machine learning techniques that can be.
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
OCTOBER 12, 2022
There is no denying the fact that cloud technology has created major changes in the economy, which explains why the market is growing 17.9% a year. A growing number of businesses are using cloud technology to improve productivity and meet their long-term goals. We have talked about a variety of ways that businesses can use the cloud to improve their operations.
KDnuggets
OCTOBER 11, 2022
A Data Science Enablement Team consists of people from various departments like marketing, sales, product development, etc. They are responsible for providing the necessary tools and resources to help the data scientists do their job more efficiently.
Analytics Vidhya
OCTOBER 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction A key aspect of big data is data frames. Pandas and Spark are two of the most popular types. However, Spark is more suited to handling scaled distributed data, whereas Pandas is not. In contrast, Pandas’ APIs and syntax are easier to use. What […]. The post Everything You Must Know About Koalas!
Dataconomy
OCTOBER 14, 2022
Today we are going to discuss all aspects of multi cloud data management. The majority of businesses have huge, challenging-to-manage data footprints. Disconnected data sources, uneven or nonexistent labeling and metadata standards, and local control over data access restrictions all contribute to management issues. When businesses move their data to.
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
OCTOBER 9, 2022
Companies have been urged to shift their IT assets over to the cloud for years now, and there are lots of benefits that come with taking the leap. However, it’s also wise to be aware of the struggles that are also involved, so let’s look at the main problems that could come your way during cloud adoption. Security. The benefit of keeping mission-critical data on-site is that it puts you in the driving seat when it comes to security.
KDnuggets
OCTOBER 11, 2022
This article serves as a beginner’s guide to web scraping using Python and looks at the different frameworks and methods you can use, outlined in simple terms.
Analytics Vidhya
OCTOBER 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction With the advancement of technology and data, job opportunities are increasing rapidly. Nowadays, everyone is more interested in implementing practical knowledge than notebook theories. Likewise, interviewers are also getting smarter, now, they are no longer interested in knowing what SQL is, what […].
Dataconomy
OCTOBER 11, 2022
The National Institutes of Health is funding a big research project to collect voice data and develop artificial intelligence capable of diagnosing patients based on their speech. Scientists may even be able to detect unhappiness or disease from a person’s speech. The program is a collaboration between USF, Cornell, and.
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
OCTOBER 14, 2022
MLU-Explain continues with their visual explainers for machine learning and statistical concepts. Most recently, Jared Wilber gets into linear regression. Towards the bottom of the explainer, there’s an interactive chart that lets you place dots on the plot and the fitted line updates as you go. Nice. Tags: MLU-Explain , regression.
KDnuggets
OCTOBER 13, 2022
In NLP we must find a way to represent our data (a series of texts) to our systems (e.g. a text classifier). As Yoav Goldberg asks, "How can we encode such categorical data in a way which is amenable for us by a statistical classifier?" Enter the word vector.
Analytics Vidhya
OCTOBER 10, 2022
This article was published as a part of the Data Science Blogathon. Introduction In this article, we will create a Mask v/s No Mask classifier using CNN and Machine Learning Classifiers. It will detect whether a person is wearing a face mask or not. We will learn everything from scratch, and I will explain every […]. The post Detecting If a Person is Wearing a Mask or Not Using CNN appeared first on Analytics Vidhya.
Dataconomy
OCTOBER 12, 2022
NightCafe AI image generator is the new hype in AI art. In summary, NightCafe Creator works by converting a written prompt into an image using a machine-learning technique. The resulting image is then optimized by the same framework until it meets specific criteria and produces an image that may be 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
FlowingData
OCTOBER 12, 2022
There was a government-run lottery in the Philippines with a $4 million jackpot, and two improbable things happened. First, the numbers selected were all multiples of nine: 9, 45, 36, 27, 18, and 54. Second, 433 people won. The natural reaction from the public was that something sketchy happened, especially since the government has a history of sketchiness.
KDnuggets
OCTOBER 10, 2022
What does a day in the life as a machine learning engineer look like for you?
Analytics Vidhya
OCTOBER 14, 2022
Introduction One of the most crucial and in-demand talents in 2022 is Data Science. To accommodate this need, more and more businesses are starting to offer boot camps while universities are creating new courses. However, tons of resources are available over the internet for free, and deciding where to go to find the best resources […]. The post Top Ten YouTube Channels On Data Science appeared first on Analytics Vidhya.
Dataconomy
OCTOBER 10, 2022
What is Facebook data breach 2022? The social media platform revealed that it had discovered over 400 fraudulent Android and iOS apps targeting internet users to steal their login information this year. According to Meta, one million people may have had their login information taken. What should you do? How.
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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