Thu.Feb 22, 2024

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7 Free Kaggle Micro-Courses for Data Science Beginners

KDnuggets

Interested in learning data science? Check out these free micro-courses from Kaggle to learn essential data science skills.

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Building End-to-End Generative AI Models with AWS Bedrock

Analytics Vidhya

Introduction In the past, Generative AI has captured the market, and as a result, we now have various models with different applications. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example. As we know, we are currently using the VIT […] The post Building End-to-End Generative AI Models with AWS Bedrock appeared first on Analytics Vidhya.

AWS 317
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5 Airflow Alternatives for Data Orchestration

KDnuggets

Top list of open-source tools for building and managing workflows.

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Strengthening Cyber Resilience through Efficient Data Management: A Response to M-21-31

databricks

In today's environment, proactive cybersecurity is crucial to any public sector agency. For many organizations, log data that security professionals need for effective.

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The 2nd Generation of Innovation Management: A Survival Guide

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?

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Reliance Hanooman: India’s ChatGPT-Style AI Model Set to Launch in March

Analytics Vidhya

India’s AI landscape is on the brink of a transformation as Reliance Industries, led by Mukesh Ambani, gears up to launch its revolutionary AI model named Hanooman. Developed in collaboration with top engineering schools, including Indian Institute of Technology (IIT) universities, Hanooman promises to usher in a new era of AI interaction in India, particularly […] The post Reliance Hanooman: India’s ChatGPT-Style AI Model Set to Launch in March appeared first on Analytics Vidh

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Leveraging ANOVA and Kruskal-Wallis Tests to Analyze the Impact of the Great Recession on Housing Prices

Machine Learning Mastery

In the world of real estate, numerous factors influence property prices. The economy, market demand, location, and even the year a property is sold can play significant roles. The years 2007 to 2009 marked a tumultuous time for the US housing market. This period, often referred to as the Great Recession, saw a drastic decline […] The post Leveraging ANOVA and Kruskal-Wallis Tests to Analyze the Impact of the Great Recession on Housing Prices appeared first on MachineLearningMastery.com.

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Heard on the Street – 2/22/2024

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Clean Email: Organize Your Inbox Using Email Management Services

Analytics Vidhya

Introduction Email has become an essential tool for communication. However, with the sheer volume of emails we receive daily, it can take time to keep inboxes organized. The love-hate relationship with your overflowing email inbox can be very frustrating. This is where Clean Email comes in to save the day. Email management services such as […] The post Clean Email: Organize Your Inbox Using Email Management Services appeared first on Analytics Vidhya.

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Change Healthcare becomes new victim of 2024 cyber attacks

Dataconomy

The healthcare technology sector has been rocked by a significant disruption: The Change Healthcare cyber attack 2024 has knocked critical systems offline. Change Healthcare, a major healthcare IT provider, confirmed the attack, citing a “cyber security issue.” Services have been severely impacted as the company disconnected systems to contain the threat.

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30+ MCQs on Python Inheritance and Polymorphism

Analytics Vidhya

Welcome to the Python Inheritance and Polymorphism MCQs! Inheritance is a key concept in object-oriented programming that allows a new class to inherit attributes and methods from an existing class. Polymorphism, on the other hand, refers to the ability of a method to behave differently based on the object it is called on. These questions […] The post 30+ MCQs on Python Inheritance and Polymorphism appeared first on Analytics Vidhya.

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Apache Airflow® Best Practices: DAG Writing

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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Facial recognition error message on vending machine sparks concern at University

Hacker News

A set of smart vending machines at the University of Waterloo is expected to be removed from campus after students raised privacy concerns about their software.

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Using analytics for rare disease treatment: Unveiling opportunities for advancements

SAS Software

Rare diseases, often called orphan diseases, affect a small percentage of the population. Despite their rarity, these diseases collectively impact millions worldwide. Being a health care professional who cares deeply about overall patient care, the challenges in diagnosing and treating rare diseases resonate profoundly with me. Limited data availability, dispersed [.

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Show HN: Real-time image generation with SDXL Lightning

Hacker News

Lightning fast SDXL API demo by fal.

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? Looking for a Denominator

FlowingData

Welcome to The Process , the newsletter for FlowingData members that looks closer at how the charts get made. I’m Nathan Yau. To decide if values are high or low, sometimes you have to divide the numbers for a relative comparison instead of an absolute one. You have to normalize the data. Become a member for access to this — plus tutorials, courses, and guides.

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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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Bluesky announces data federation for self hosters

Hacker News

Today, we’re excited to announce that the Bluesky network is federating, or opening up in a way that allows you to host your own data.

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Global costs of cyber attacks in 2024 and the future

Dataconomy

Rising in frequency and complexity, cyber intrusions present substantial risks to various sectors, including corporations, governmental entities, and private individuals. The financial toll of such incidents escalated dramatically in 2023, reaching an estimated global cost of 8 trillion USD, encompassing data breaches and hostile account seizures. Projections from Cybersecurity Ventures anticipate a further uptick to 9.5 trillion USD this year.

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Africa is building a Great Green Wall to prevent expansion of the Sahara

Hacker News

Permaculture instructor Andrew Millison journeys with the UN World Food Programme to the Northern border of Senegal to see an innovative land recovery projec.

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4 Mistakes That Will Separate You From a Pro Data Scientist

Towards AI

Author(s): Gencay I. Originally published on Towards AI. Avoid These 4 Mistakes to Match Pro Data Scientist SkillsCreated with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here Did you know that the average time HR professionals spend looking at your project is just 7.4 seconds, according to research conducted by The Ladders?

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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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Stable Diffusion 3

Hacker News

Announcing Stable Diffusion 3 in early preview, our most capable text-to-image model with greatly improved performance in multi-subject prompts, image quality, and spelling abilities.

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Language Modeling From Scratch — Deep Dive Into Activations, Gradients and BatchNormalization (Part 3)

Towards AI

Last Updated on February 22, 2024 by Editorial Team Author(s): Abhishek Chaudhary Originally published on Towards AI. Photo by ray rui on Unsplash In previous article we implemented a Multi Layer Perceptron with 2 Hidden Layers. We observed an improvement over our original model which made use of probability distribution to generate random names. In this article we’ll take a deeper look into activations, gradients and batch normalization.

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Cellular outage in U.S. hits AT&T, T-Mobile and Verizon users

Hacker News

Large swathes of the U.S. were hit by a cellular outage early on Thursday, disrupting services offered by telecom firms including AT&T.

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Love: math or magic?

FlowingData

This American Life tells the tales as old as time : When it comes to finding love, there seems to be two schools of thought on the best way to go about it. One says, wait for that lightning-strike magic. The other says, make a calculation and choose the best option available. Who has it right? Spoiler alert: there is a mix of practicality and feel. They each inform the other.

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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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Google to pause Gemini image generation of people after issues

Hacker News

It acknowledged ‘inaccuracies’ in historical prompts.

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Finetuning LLMs for ReAct

Towards AI

Author(s): Pranav Jadhav Originally published on Towards AI. Photo by Alina Grubnyak on Unsplash In this article, I will share my findings in benchmarking and finetuning open-source language models for ReAct (Reasoning + Acting). I demonstrate that finetuning can dramatically improve the accuracy of LLMs in answering multi-hop questions using ReAct.

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I turned my ThinkPad into a programmable USB device

Hacker News

Enabling and using xDCI controller on ThinkPad X1 Carbon 6th Gen

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The Top 13 AI-Powered CRM Platforms

Towards AI

Last Updated on February 22, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Juggling customer relationships, operations, and profitability can be a nightmare. A Customer Relationship Management system is your secret weapon for streamlining operations, organizing databases, and boosting your bottom line.

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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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Google Secures $60M Deal for Real-Time Access to Reddit Data

Hacker News

Reddit’s IPO is reportedly right around the corner.

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iMessage is now quantum-proof thanks to Apple PQ3 protocol

Dataconomy

The tech giant has revealed its new Apple PQ3 protocol for iMessage, a proactive response to the looming threat of quantum computing. Traditional encryption methods, which protect vast amounts of online data, are vulnerable to the incredible power of future quantum computers. Apple PQ3 protocol dramatically redefines iMessage security with cutting-edge technologies designed to withstand these advanced attacks, ensuring your conversations remain private even as technology evolves.

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Oil giant fined just $780k after 'one of biggest ever' methane leaks

Hacker News

Leak comparable to that of driving more than 717,000 petrol cars for a year

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Toolify review: The popular AI tools directory

Dataconomy

Toolify is the largest AI tools directory and marketplace, featuring over 9900 AI-powered tools across 233 categories. It aims to be the definitive resource for discovering and evaluating the top emerging AI tools across a diverse range of functions. AI tool categories on Toolify Toolify houses a diverse range of AI tools organized into over 200 categories covering a wide spectrum of capabilities. ( Image credit ) Some of the major categories and popular use cases include: 1.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.