Thu.Sep 07, 2023

article thumbnail

Navigating Data Lake Challenges: Governance, Security, and GDPR Compliance

insideBIGDATA

In this contributed article, Coral Trivedi, Product Manager at Fivetran, discusses how enterprises can get the most value from a data lake. The article discusses automation, security, pipelines and GSPR compliance issues.

article thumbnail

Understanding Algorithmic Bias: Types, Causes and Case Studies

Analytics Vidhya

Introduction Have you ever wondered why your social media feed seems to predict your interests with uncanny accuracy, or why certain individuals face discrimination when interacting with AI systems? The answer often lies in algorithmic bias, a complex and pervasive issue within artificial intelligence. This article will disclose what is algorithmic bias, its various dimensions, […] The post Understanding Algorithmic Bias: Types, Causes and Case Studies appeared first on Analytics Vidhya.

Algorithm 325
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Starburst Introduces Python DataFrame Support for Complex Data Transformation and Data Application Workloads

insideBIGDATA

Starburst, the data lake analytics platform, today extended their support for the most widely used multi-purpose, high-level programming language, Python with PyStarburst, as well as announced a new integration with the open source Python library, Ibis, built in collaboration with composable data systems builder and Ibis maintainer, Voltron Data.

Python 221
article thumbnail

Leveraging Generative Models to Boost Semi-Supervised Learning

Analytics Vidhya

Introduction In the dynamic world of machine learning, one constant challenge is harnessing the full potential of limited labeled data. Enter the realm of semi-supervised learning—an ingenious approach that harmonizes a small batch of labeled data with a trove of unlabeled data. In this article, we explore a game-changing strategy: leveraging generative models, specifically Variational […] The post Leveraging Generative Models to Boost Semi-Supervised Learning appeared first on Analytics V

article thumbnail

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?

article thumbnail

Building Microservice for Multi-Chat Backends Using Llama and ChatGPT

KDnuggets

As LLMs continue to evolve, integrating multiple models or switching between them has become increasingly challenging. This article suggests a Microservice approach to separate model integration from business applications and simplify the process.

241
241
article thumbnail

Video Summarization Using OpenAI Whisper and Hugging Chat API

Analytics Vidhya

Introduction “Less is more,” as architect Ludwig Mies van der Rohe famously said, and this is what summarization means. Summarization is a critical tool in reducing voluminous textual content into succinct, relevant morsels, appealing to today’s fast-paced information consumption. In text applications, summarization aids information retrieval, and supports decision-making.

Analytics 301

More Trending

article thumbnail

How to Build LLMs for Code? 

Analytics Vidhya

Introduction In an ever-evolving tech landscape, mastering large language models isn’t just a skill; it’s your ticket to the forefront of innovation. LLM models are like digital wizards, making coding dreams come true! By mastering them, you’ll write code at warp speed, create entire software masterpieces, and do code summarization effortlessly.

Analytics 269
article thumbnail

Retail Personalization with RFM Segmentation and the Composable CDP

databricks

Check out our Solution Accelerator for RFM Segmentation for more details and to download the notebooks. For retail brands, effective customer engagement depends.

229
229
article thumbnail

What is the Arkose Challenge that locks people’s accounts?

Dataconomy

Arkose Challenge has become pretty annoying to many users as it locks people out of their Twitter accounts. Today, we will show you everything you need to know about it! Twitter places a high emphasis on security and may lock an account if it suspects it has been compromised or has violated its terms of service. This action is taken to safeguard the security and privacy of all Twitter users.

185
185
article thumbnail

More wild Atlantic salmon found in U.S. rivers than any time in the past decade

Hacker News

The last wild Atlantic salmon that return to U.S. rivers have had their most productive year in more than a decade, raising hopes they may be weathering myriad ecological threats.

181
181
article thumbnail

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.

article thumbnail

AI Research Lab Imbue Nabs $200 Million For Speculative Bet To Build AI ‘Agents’

Flipboard

The startup, one of very few woman-led AI unicorns, has a $1 billion valuation and access to 10,000 Nvidia H100 GPUs, but its founders say it could be years away from revealing a product.

AI 181
article thumbnail

Show HN: Retool AI

Hacker News

Instantly integrate AI into your apps and workflows with pre-built blocks. Use any model, securely connect business data, and ship bespoke AI tools to your business in minutes.

AI 181
article thumbnail

If You Want to Master Generative AI, Ignore All (But Two) Tools

KDnuggets

We have a bad case of generative AI fatigue.

AI 269
article thumbnail

Microsoft will assume liability for legal copyright risks of Copilot

Hacker News

With customers ask whether they can use Microsoft’s Copilot services without worrying about copyright claims, we are providing a straightforward answer: yes, you can, and if you are challenged on copyright grounds, we will assume responsibility for the potential legal risks involved.

182
182
article thumbnail

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.

article thumbnail

IBM rolls out new generative AI features and models

Flipboard

Fighting for relevance in the growing — and ultra-competitive — AI space, IBM this week introduced new generative AI models and capabilities across its recently-launched Watsonx data science platform.

AI 180
article thumbnail

AtariAge and Atari

Hacker News

Greetings! I have an important announcement to make to the AtariAge community, and I'll cut right to the chase: AtariAge has agreed to be acquired by Atari, and I have come on as a full-time employee at Atari. This won't be a surprise to some of you, given the speculation I've seen over the past.

182
182
article thumbnail

Mindtrip wants to become your AI travel agent

Flipboard

Once upon a time, we used to use travel agents to book our flights, book our hotels and maybe even make recommendations about things to do and places to eat while you were away.

AI 177
article thumbnail

Creating Visuals with Matplotlib and Seaborn

KDnuggets

Learn the basic Python package visualization for your work.

Python 242
article thumbnail

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.

article thumbnail

When URL parsers disagree (CVE-2023-38633, librsvg)

Hacker News

Discovery and walkthrough of CVE-2023-38633 in librsvg, when two URL parser implementations (Rust and Glib) disagree on file scheme parsing leading to path traversal.

181
181
article thumbnail

Anthropic’s Claude AI chatbot gets a paid plan for heavy users

Flipboard

Anthropic, the AI company backed by Google, has launched a paid version of its Claude chatbot in the US and UK. Priced at $20 (or £18) per month, the new Claude Pro option offers priority access when the bot is busy, early access to new features, and the ability to send more messages.

AI 170
article thumbnail

Arduino raises $22M Series B round

Hacker News

We are happy to announce that Arduino raised an additional $22 million round, taking our Series B funding to $54 million, thanks to an expansion co-led by CDP Venture Capital and Anzu Partners. Joining them is semiconductor leader Arm, following up on earlier investments.

179
179
article thumbnail

The Amazing Ways Coca-Cola Uses Generative AI In Art And Advertising

Flipboard

Some say that in the very near future, we’ll need to either adopt artificial intelligence (AI) or be made redundant by it – or by others using it. If this is true, artists, designers and other creatives are more at stake than most.

article thumbnail

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.

article thumbnail

Bun 1.0 announcement [video]

Hacker News

Bun 1.0 is here!Bun is an all-in-one JavaScript runtime & toolkit designed for speed, complete with a bundler, test runner, and Node.js-compatible package ma.

182
182
article thumbnail

Microsoft and Paige are building the world's largest AI model for detecting cancer

Flipboard

Microsoft announced Thursday it is teaming up with digital pathology provider Paige to build the world's largest image-based artificial intelligence …

article thumbnail

I used a Game Boy camera for Facetime video calls in iPadOS 17

Hacker News

A major change introduced by iPadOS 17 that is going to make video creators and gamers happy is support for UVC (USB Video Class) devices, which means an iPad can now recognize external webcams, cameras, video acquisition cards, and other devices connected over USB-C.

177
177
article thumbnail

Imbue raises $200M to build AI models that can ‘robustly reason’

Flipboard

Imbue, the AI research lab formerly known as Generally Intelligent, has raised $200 million in a Series B funding round that values the company at over $1 billion. Among those participating are the Astera Institute, Nvidia, Cruise CEO Kyle Vogt and Notion co-founder Simon Last.

AI 158
article thumbnail

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.

article thumbnail

The new Polaroid I-2 instant camera

Hacker News

Designed for craft, the Polaroid I-2 is the first analog instant camera with built-in manual controls and is equipped with the sharpest-ever Polaroid lens.

182
182
article thumbnail

Artists sign open letter saying generative AI is good, actually

Flipboard

Artists are among the many groups who will feel the effects of AI over the next few years, but it’s not doom and gloom for everyone.

AI 180
article thumbnail

Tailscale Has Partnered with Mullvad

Hacker News

Since Tailscale was founded in 2019, customers have been forced to choose between either Tailscale or Mullvad without the ability for them to co-exist.

181
181
article thumbnail

6 Things Teachers Do That AI Just Can't

Flipboard

Tools powered by artificial intelligence have the potential to increase people’s productivity and make many tasks easier to do.

article thumbnail

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.