Sat.Oct 08, 2022 - Fri.Oct 14, 2022

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Sparse Matrix Representation in Python

KDnuggets

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.

Python 400
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Top Ten YouTube Channels On Data Science

Analytics Vidhya

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.

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The war never ends on the cyber front

Dataconomy

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.

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Introduction to Data Science, an open source book

FlowingData

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.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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How to Build a Data Science Enablement Team: A Complete Guide

KDnuggets

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.

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Detecting If a Person is Wearing a Mask or Not Using CNN

Analytics Vidhya

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.

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Cloud Technology Helps Students Earn Higher SAT Scores

Smart Data Collective

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.

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10 Cheat Sheets You Need To Ace Data Science Interview

KDnuggets

The only cheat you need for a job interview and data professional life. It includes SQL, web scraping, statistics, data wrangling and visualization, business intelligence, machine learning, deep learning, NLP, and super cheat sheets.

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A Quick Guide to Blockchain: Merkle Tree

Analytics Vidhya

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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DeepMind Sparrow is a new AGI that is safer and more precise

Dataconomy

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.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Cloud Printing: the New Frontier for Cloud-Based Businesses

Smart Data Collective

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.

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Data Representation for Natural Language Processing Tasks

KDnuggets

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.

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Famous Concurrency Problems in DBMS

Analytics Vidhya

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 […].

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Finding loopholes with machine learning techniques

Dataconomy

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.

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Marketing Operations in 2025: A New Framework for Success

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.

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Linear regression visual explainer

FlowingData

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.

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The Complete Free PyTorch Course for Deep Learning

KDnuggets

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?

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What is Cloud Analytics and Its Importance?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The distribution of computer services through the internet is known as cloud computing. Businesses can adopt the cloud computing paradigm, where they can rent IT equipment and services instead of purchasing and operating their data centers. These services cover everything from basic infrastructures […].

Analytics 376
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Managing multi-cloud data is like looking for a needle in a haystack

Dataconomy

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.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Impossible or improbable lottery results

FlowingData

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.

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A Beginner’s Guide to Web Scraping Using Python

KDnuggets

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.

Python 400
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ASR2K: Speech Recognition Pipeline to Recognize Languages

Analytics Vidhya

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 […].

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New artificial intelligence can diagnose a patient using their speech

Dataconomy

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.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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7 Common Challenges Companies Face While Migrating to the Cloud

Smart Data Collective

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.

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Mathematics for Machine Learning: The Free eBook

KDnuggets

Check out this free ebook covering the fundamentals of mathematics for machine learning, as well as its companion website of exercises and Jupyter notebooks.

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Frequently Asked Interview Questions on Naive Bayes Classifier

Analytics Vidhya

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 […].

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NightCafe AI is the latest addition to the growing trend of AI image generation

Dataconomy

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.

AI 202
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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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What Is Hyperautomation?

O'Reilly Media

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.

AI 118
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3 Simple Ways to Speed Up Your Python Code

KDnuggets

The post explains three popular frameworks, PySpark, Dask, and Ray, and discusses various factors to select the most appropriate one for your project.

Python 389
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Delta Lake in Action – Quick Hands-on Tutorial for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In the modern data world, Lakehouse has become one of the most discussed topics for building a data platform. Enterprises have slowly started adopting Lakehouses for their data ecosystems as they offer cost efficiencies of data lakes and the performance of warehouses. […].

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Facebook data breach 2022: Over 1M users affected

Dataconomy

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.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.