Tue.Sep 26, 2023

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Heard on the Street – 9/26/2023

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.

Big Data 448
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9 important plots in data science

Data Science Dojo

Plots in data science play a pivotal role in unraveling complex insights from data. They serve as a bridge between raw numbers and actionable insights, aiding in the understanding and interpretation of datasets. Learn about 33 tools to visualize data with this blog In this blog post, we will delve into some of the most important plots and concepts that are indispensable for any data scientist. 9 Data Science Plots – Data Science Dojo 1.

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Understanding Generalized Additive Models (GAMs): A Comprehensive Guide

Analytics Vidhya

Introduction Generalized Additive Models (GAMs) constitute a powerful framework in data science, capable of discovering complex relationships within data. Understanding GAMs is crucial for anyone navigating intricate data patterns, as they offer a unique approach to modeling non-linear dependencies. This article emphasizes the significance of GAMs, providing a glimpse into their fundamentals, practical applications, and […] The post Understanding Generalized Additive Models (GAMs): A Compr

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The Data Maturity Pyramid: From Reporting to a Proactive Intelligent Data Platform

KDnuggets

This article describes the data maturity pyramid and its various levels, from simple reporting to AI-ready data platforms. It emphasizes the importance of data for business and illustrates how data platforms serve as the driving force behind AI.

AI 271
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Top 10 Ways to Use AI in Web Development

Analytics Vidhya

With an annual growth rate of 37.3% from 2023 to 2030, AI is progressing rapidly in the web development domain. AI can fundamentally change how we engage with websites today because of its capabilities for automation and optimization. Nowadays, having a website has become essential for every kind of company in the marketplace. AI and […] The post Top 10 Ways to Use AI in Web Development appeared first on Analytics Vidhya.

AI 330
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New MongoDB Atlas Vector Search Capabilities Help Developers Build and Scale AI Applications

insideBIGDATA

MongoDB, Inc. (NASDAQ: MDB) announced new capabilities, performance improvements, and a data-streaming integration for MongoDB Atlas Vector Search that make it even faster and easier for developers to build generative AI applications. Organizations of all sizes have rushed to adopt MongoDB Atlas Vector Search as part of a unified solution to process data for generative AI applications since being announced in preview in June of this year.

AI 221

More Trending

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How DALL-E, GPT-3, and MuseNet are reshaping industries

Data Science Dojo

Let’s dive into the exciting world of artificial intelligence, where real game-changers – DALL-E, GPT-3, and MuseNet – are turning the creativity game upside down. Created by the brilliant minds at OpenAI, these AI marvels are shaking up how we think about creativity, communication, and content generation. Buckle up, because the AI revolution is here, and it’s bringing fresh possibilities with it.

AI 195
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Difference Between Data-Driven and Normal Organization

Analytics Vidhya

Have you ever wondered about the difference between Data-Driven and Normal Organization? Why does data matter, and why should organizations aspire to be data-driven? What benefits come with a data-driven culture, and how can organizations transition into it? These are the common questions business owners, executives, and employees pose in various forums.

Analytics 323
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Is PlayStation hacked? Everyting about Sony hack 2023

Dataconomy

Is PlayStation hacked? That is what most of the news site says. Let’s take a deeper look at the Sony hack 2023 and tell you if your information is in danger or in good hands! A new player has emerged on the dark web, claiming to have breached the formidable defenses of Sony’s gaming empire. Is that really true, though? This latest intrusion comes in the form of a ransomware attack, signaling a troubling development in the ongoing battle to safeguard sensitive digital assets.

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Image Semantic Segmentation Using Dense Prediction Transformers

Analytics Vidhya

Introduction This article will look at a computer vision technique of Image Semantic Segmentation. Although this sounds complex, we’re going to break it down step by step, and we’ll introduce an exciting concept of image semantic segmentation, which is an implementation using dense prediction transformers or DPTs for short from the Hugging Face collections.

Analytics 323
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Governing cybersecurity data across multiple clouds and regions using Unity Catalog & Delta Sharing

databricks

According to a 2023 report from Enterprise Search Group, 85% of organizations indicated they deploy applications on two or more IaaS providers, attesting.

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Generative AI vs Predictive AI: What is the Difference?

Analytics Vidhya

AI has drastically altered several industries by allowing machines to execute challenging jobs while making intelligent choices. Predictive AI and Generative AI are the best-known and used AI sisters. Although both have a powerful ability to adapt, their potential uses and distinctive benefits vary depending on what exactly is being accomplished with them.

AI 317
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Generative Agent Research Papers You Should Read

KDnuggets

Research paper in the exciting field that you don’t want to miss.

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Unveiling Retrieval Augmented Generation (RAG)| Where AI Meets Human Knowledge

Analytics Vidhya

Introduction In our fast-paced digital world, artificial intelligence keeps surprising us with its remarkable capabilities. One of its latest breakthroughs is Retrieval Augmented Generation, affectionately known as RAG. This innovation is like a digital wizard that blends the skills of a librarian and a writer. It’s poised to change how we find and interpret information, […] The post Unveiling Retrieval Augmented Generation (RAG)| Where AI Meets Human Knowledge appeared first on Anal

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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How Coca Cola Creations crafted Y3000 with AI

Dataconomy

Quick take: Coca Cola Creations unveils its futuristic Coca‑Cola® Y3000 Zero Sugar, a blend of AI and human insights, paired with an augmented reality peek into the year 3000. Core insight: The Coca‑Cola® Y3000 Zero Sugar, developed in collaboration between human perceptions and artificial intelligence, offers a unique taste inspired by global perspectives on the future.

AI 203
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What is the Tableau Developer Salary in India?

Analytics Vidhya

Introduction Tableau has emerged as a popular data visualization tool in companies, making it one of the hottest trends in Business Intelligence. In India, people are curious about the Tableau developer salary statistics. In today’s competitive job market, the salary for Tableau developers has become an attraction for candidates considering a career change.

Tableau 302
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Sony data breach 2023: Investigation starts

Dataconomy

You probably saw the big headlines about “Sony data breach 2023” and wonder is it really happening or are you compromised? Unfortunately, Sony also clueless what is going on right now, but at least they started to investigate it. Sony finds itself in the crosshairs of a cyber threat yet again, as an audacious ransomware group known as Ransomed.vc claims to have successfully breached the tech giant’s systems.

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10 Use Cases of AI in Space

Analytics Vidhya

Introduction For hundreds of years, people have gazed at and been curious about the night sky. Even today, the interest is sparkling bright. AI in space has shown to be an excellent companion in our drive to explore and discover things in space. Artificial intelligence (AI) has completely changed how we interact with the cosmos, […] The post 10 Use Cases of AI in Space appeared first on Analytics Vidhya.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Making Spark Accessible: My Databricks Summer Internship

databricks

My summer internship on the PySpark team was a whirlwind of exciting events. The PySpark team develops the Python APIs of the open.

Python 192
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Fourth Industrial Revolution: AI and Automation

Analytics Vidhya

Introduction The constant striving of humans to discover the unknown has led to advancements in technology. The advent of the industrial revolution comprising AI and automation has dominated the world. This transformative wave of innovation has ushered us into the fourth industrial revolution era, enhancing the quality of life for living beings. The remarkable strides […] The post Fourth Industrial Revolution: AI and Automation appeared first on Analytics Vidhya.

AI 195
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AI, implants form ‘digital bridge’ to help paralyzed man move arms, hands

Flipboard

CNN — A 46-year-old Swiss man who was paralyzed after falling on ice has regained some movement after a world-first surgery that installed an implant on his brain that uses artificial intelligence to read his thoughts, his intentions to move, and transfers them to a second implant in his abdomen …

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Application of Data Science in the World of FinTech

Analytics Vidhya

Introduction In today’s dynamic financial landscape, data science has become a cornerstone of the FinTech and banking industries. It has emerged as the driving force behind informed decision-making, benefiting both customers and the financial industry as a whole. Credit bureaus like TransUnion help in this data-driven decision-making by employing techniques such as credit scoring and […] The post Application of Data Science in the World of FinTech appeared first on Analytics Vidhya.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Microsoft is going nuclear to power its AI ambitions

Hacker News

Satya Nadella, CEO of Microsoft, speaks during an interview in Redmond, Washington, on Wednesday, March 15th, 2023. | Image: Chona Kasinger / Bloomberg via Getty Images Microsoft thinks next-generation nuclear reactors can power its data centers and AI ambitions, according to a job listing for a principal program manager who’ll lead the company’s nuclear energy strategy.

AI 181
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How to Assess the Analytics Maturity of Your Organization? 

Analytics Vidhya

Data analytics transforms raw data into actionable insights that drive informed decision-making, enhance performance, and create value. Yet, organizations vary in their data analytics maturity and capabilities. Wondering how you can monitor your current position and elevate your data analytics journey? This article outlines steps to evaluate and enhance your data analytics strategy and roadmap. […] The post How to Assess the Analytics Maturity of Your Organization?

Analytics 177
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What the Hollywood writers have agreed with the studios about AI

Hacker News

The following is a summary of the deal terms for the 2023 MBA. It is a simplified version of the Memorandum of Agreement (“MOA”), which contains the full text of the new provisions.

AI 182
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So Much for ‘Learn to Code’

Flipboard

Computer science is no longer the safe major in the age of AI. The quickest way to second-guess a decision to major in English is this: have an extended family full of Salvadoran immigrants and pragmatic midwesterners.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Google Podcasts to shut down in 2024

Hacker News

Google announced this morning it will be shutting down its Google Podcasts app later in 2024 as part of its broader transition to move its streaming listeners over to YouTube Music. The company earlier this year announced YouTube Music would begin supporting podcasts in the U.S.

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The writers strike is over; here’s how AI negotiations shook out

Flipboard

After almost five months, the Writers Guild of America (WGA) has reached an agreement with Hollywood studios to end the writers strike. Starting Wednesday, writers will be able to resume work under the conditions established by their new contract.

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DuckDB 0.9.0

Hacker News

The DuckDB team is happy to announce the latest DuckDB release (0.9.0). This release is named Undulata after the Yellow-billed duck native to Africa. To install the new version, please visit the installation guide. The full release notes can be found here.

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Jony Ive Could Develop AI Hardware Device With OpenAI's Sam Altman

Flipboard

Former Apple design chief Jony Ive and OpenAI CEO Sam Altman have been discussing building a new AI hardware device, according to a new report by The Information.

AI 181
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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.