Wed.Oct 11, 2023

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The insideBIGDATA IMPACT 50 List for Q4 2023

insideBIGDATA

The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List.

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Edge computing in 2023: International data science trends

Data Science Dojo

In today’s world, technology is evolving at a rapid pace. One of the advanced developments is edge computing. But what exactly is it? And why is it becoming so important? This article will explore edge computing and why it is considered the new frontier in international data science trends. Understanding edge computing Edge computing is a method where data processing happens closer to where it is generated rather than relying on a centralized data-processing warehouse.

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A Complete Guide On ZenML For Beginners Simplifying MLOps

Analytics Vidhya

Are you new to Data Science, Machine Learning, or MLOps and feeling overwhelmed with tool choices? Consider ZenML—an orchestration tool for streamlined production pipelines. In this article, we’ll explore ZenML’s capabilities and features to simplify your MLOps journey. Learning Objectives This article was published as a part of the Data Science Blogathon.

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Comparing Natural Language Processing Techniques: RNNs, Transformers, BERT

KDnuggets

RNN, Transformers, and BERT are popular NLP techniques with tradeoffs in sequence modeling, parallelization, and pre-training for downstream tasks.

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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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Leading With Data: Building a Data Driven Organization with Srikanth Velamakanni

Analytics Vidhya

Analytics Vidhya’s ‘Leading With Data’ is a series of interviews where industry leaders share their experiences, career journeys, interesting projects, and more. In the 5th episode of the series, we are joined by a very special guest – Mr. Srikanth Valamakanni. He is the Group CEO, Co-founder, and Vice-Chairman of Fractal Analytics, one of the […] The post Leading With Data: Building a Data Driven Organization with Srikanth Velamakanni appeared first on Analytics Vidhya.

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Secure Your Seat for Canada’s #1 Data AI Conference

KDnuggets

BIG DATA & AI TORONTO is back this October 18-19 2023 at the Metro Toronto Convention Centre. Get your free pass now!

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More Trending

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Announcing public preview of Databricks Assets Bundles: Apply software development best practices with ease

databricks

We are delighted to announce that Databricks Asset Bundles are now in public preview. Bundles, for short, facilitate the adoption of software engineering.

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A MLOps-Enhanced Customer Churn Prediction Project

Analytics Vidhya

Introduction When we hear data science, the first thing that comes to mind is building a model on notebooks and training the data. But this is not the situation in real-world data science. In the real world, data scientists build models and put them into production. The production environment has a gap between the development, […] The post A MLOps-Enhanced Customer Churn Prediction Project appeared first on Analytics Vidhya.

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RAG vs Finetuning: Which Is the Best Tool to Boost Your LLM Application?

KDnuggets

The definitive guide for choosing the right method for your use case.

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Starlink Direct to Cell

Hacker News

UBIQUITOUS COVERAGE Starlink satellites with Direct to Cell capabilities enable ubiquitous access to texting, calling, and browsing wherever you may be on land, lakes, or coastal waters. Direct to Cell will also connect IoT devices with common LTE standards. STAY CONNECTED Direct to Cell works with existing LTE phones wherever you can see the sky.

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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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Anysphere raises $8M from OpenAI to build an AI-powered IDE

Flipboard

Anysphere, a startup building what it describes as an “AI-native” software development environment, called Cursor, today announced that it raised $8 million in seed funding led by OpenAI’s Startup Fund with participation from former GitHub CEO Nat Friedman, Dropbox co-founder Arash Ferdowsi and other angel investors.

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Using OpenBSD Relayd(8) as an Application Layer Gateway

Hacker News

I was lucky enough to attend to EuroBSDCon 2023 and offered the opportunity to talk about one of my favorite OpenBSD stock daemon: relayd(8). The talk was recorded and made available on the EuroBSDCon YouTube channel. One may check the EuroBSDCon 2023 program for more material. This post attempts a reboot of the slides content in a more browser-friendly format.

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Announcing public preview of Databricks Asset Bundles: Apply software development best practices with ease

databricks

We are delighted to announce that Databricks Asset Bundles are now in public preview. Bundles, for short, facilitate the adoption of software engineering.

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The generative AI bill is coming due, and it’s not cheap

Flipboard

For many businesses deploying the new technology, future shock is giving way to sticker shock. Welcome to AI Decoded, Fast Company’s weekly LinkedIn newsletter that breaks down the most important news in the world of AI.

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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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In Search of Writers' Haunts

Hacker News

I seek out the haunts of writers because pursuing the paths of those who have gone before affords me a degree of justification in my own pursuits.

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The New AI Panic

Flipboard

Washington and Beijing have been locked in a conflict over AI development. Now a new battle line is being drawn.

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Inverted Transformers Are Effective for Time Series Forecasting

Hacker News

The recent boom of linear forecasting models questions the ongoing passion for architectural modifications of Transformer-based forecasters. These forecasters leverage Transformers to model the global dependencies over temporal tokens of time series, with each token formed by multiple variates of the same timestamp. However, Transformer is challenged in forecasting series with larger lookback windows due to performance degradation and computation explosion.

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KDnuggets News, October 11: 3 Data Science Projects to Land That Job • 7 Steps to Mastering NLP

Flipboard

This week: What three data science projects should you choose to guarantee you get the job? • A 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.

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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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Jumperless: Breadboard Without Jumper

Hacker News

Using a bunch of analog crosspoint switches wired together into one bigger switch, Jumperless makes real, fully analog hardware connections between any points on the board or the Arduino Nano header at the top via serial, instead of needing to use jumper wires. Jumperless also has a ton of voltage/current sensing so the RGB LEDs underneath each row can show a ton of information about what's going on with your circuit.

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The Deep Link Equating Math Proofs and Computer Programs

Flipboard

Mathematical logic and the code of computer programs are, in an exact way, mirror images of each other.

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You never know who is after your data

Dataconomy

If you think that your servers that are not connected to any network in a local environment are safe, you are wrong because tailgating attacks, an old but effective way threat actors use to access data or information of a company, can still target your sensitive data. We are actually familiar with this method, which is based on the manipulation of human psychology, from spy movies.

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The No. 1 thing CEOs are investing in right now, says a new survey—you can use it to get a lucrative job

Flipboard

Nearly three-quarters of CEOs say AI is a "top investing priority," according to a new survey. Here's how to take advantage and find a higher-paying job.

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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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Spiraling into Control

Hacker News

This is a guest post by Nick Winter, cofounder of Skritter and CodeCombat and author of The Motivation Hacker. He also works on Quantified Mind. We’ve mentioned Nick Winter and The Motivation Hacker before, in particular because we were so enamored with Nick’s beeminding of romantic gestures to his.

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Force-sensing ‘smart scalpel’ helps hone doctors’ surgical skills

Flipboard

Researchers have developed a scalpel with built-in force-measuring sensors and coupled it with a machine-learning model that could streamline how doctors are trained to perform surgery and pave the way for automated surgical devices.

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All Adobe Max 2023 announcements you looking for

Dataconomy

All the Adobe MAX 2023 announcements are here! Adobe MAX 2023 has arrived to redefine the very essence of design and content creation. Imagine a place where AI breathes life into your wildest creative dreams, where innovation dances hand in hand with imagination. This year’s MAX event, the world’s largest creativity conference, is not merely a conference; it’s a gateway to a new era, where groundbreaking generative AI innovations are about to shatter the boundaries of possibili

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10 Artificial Intelligence Startups That You Don't Want To Miss At Expand North Star 2023

Flipboard

The startups participating in the Supernova Challenge are among 42 winners of the Expand North Start global roadshow, an initiative between the Dubai World Trade Centre and the Dubai Chamber of Digital Commerce.

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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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Discover the magic of Adobe Firefly Image 2 Model

Dataconomy

At this year’s Adobe MAX, the world’s largest creativity conference, the tech giant has once again unleashed its creative prowess, unveiling the Adobe Firefly Image 2 Model and its revolutionary siblings, the Firefly Vector Model and Firefly Design Model. These cutting-edge generative AI models are not just a step forward; they are a quantum leap into a new era of creative control and quality.

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Guys, the Android 14 AI wallpaper generator is so cool. Here are some we made!

Flipboard

We've created some truly stellar AI-generated wallpapers with Android 14's new system. Over the past few months, Google has announced a slew of new features for Android 14. One of them took center stage at Google I/O in May.

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Why are there so many colourful houses in Bristol?

Hacker News

From the rainbow rows of Clifton’s terraced houses to the street art murals of Bedminster, Bristol has to be the UK's most vibrant city.

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Splice Create uses AI to find samples that work with any loop that catches your ear

Flipboard

Earlier this year Splice launched a new mobile app called CoSo that used AI to build what it calls "Stacks" collections of samples that are supposed to work well together. Slowly but surely elements of that app have made their way to Splice proper under the banner of Create.

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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.