Sat.Nov 04, 2023 - Fri.Nov 10, 2023

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Generative AI in marketing: 2024 key trends of digital marketing

Data Science Dojo

In today’s digital marketing world, things are changing fast. And AI in marketing is a big part of that. Artificial intelligence (AI) is rapidly transforming the marketing landscape, making it increasingly important for marketers to integrate AI into their work. How marketers can leverage AI AI can provide marketers with a number of benefits, including: Increased efficiency and productivity: AI can automate many time-consuming tasks, such as data analysis, content creation, and ad targeti

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New Study Reveals Organizations Embrace Generative AI and Human-in-the-Loop Automation Amidst Rising Costs and Frequency of Service Incidents

insideBIGDATA

Transposit, the AI-powered incident management company, today announced results from its third annual State of DevOps Automation and AI research study about the intricate challenges faced by organizations in managing incidents effectively.

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Trending Sources

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Introduction to Giskard: Open-Source Quality Management for AI Models

KDnuggets

To solve the conundrum of ensuring the quality of AI models in production — especially given the emergence of LLMs — we are thrilled to announce the official launch of Giskard, the premier open-source AI quality management system.

AI 363
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Databricks + Arcion: Real-time enterprise data replication to the Lakehouse

databricks

We are excited to announce that we have completed our acquisition of Arcion, a leading provider for real-time data replication technologies. Arcion’s capabilities w.

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

Data Science Dojo

Generative AI is a branch of artificial intelligence that focuses on the creation of new content, such as text, images, music, and code. This is done by training machine learning models on large datasets of existing content, which the model then uses to generate new and original content. Want to build a custom large language model ? Check out our in-person LLM bootcamp.

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Report Highlights Policy Changes to Manage AI Displacement

insideBIGDATA

The Global Partnership on Artificial Intelligence (GPAI) has just released a new report, "Generative AI, Jobs, and Policy Response," focused on the biggest pain points regarding GenAI, specifically how it will impact the workforce.

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KOSMOS-2: A Multimodal Large Language Model by Microsoft

Analytics Vidhya

Introduction 2023 has been an AI year, from language models to stable diffusion models. One of the new players that has taken center stage is the KOSMOS-2, developed by Microsoft. It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

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Introducing Python User-Defined Table Functions (UDTFs)

databricks

Apache Spark™ 3.5 and Databricks Runtime 14.0 have brought an exciting feature to the table: Python user-defined table functions (UDTFs). In this blog p.

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IBM Launches $500 Million Enterprise AI Venture Fund

insideBIGDATA

IBM (NYSE: IBM) today announced that it is launching a $500 million venture fund to invest in a range of AI companies - from early-stage to hyper-growth startups - focused on accelerating generative AI technology and research for the enterprise.

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5 Free University Courses on Data Analytics

KDnuggets

Thinking about getting into the data analytical world but do not know where to start? Have a look at these 5 FREE university courses on data analytics.

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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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A New Era of Text Generation: RAG, LangChain, and Vector Databases

Analytics Vidhya

Introduction Innovative techniques continually reshape how machines understand and generate human language in the rapidly evolving landscape of natural language processing. One such groundbreaking approach is Retrieval Augmented Generation (RAG), which combines the power of generative models like GPT (Generative Pretrained Transformer) with the efficiency of vector databases and langchain.

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Qualys Expands IT Control Posture To ‘De-Risk’ Business

Adrian Bridgwater for Forbes

Enterprise software systems & stacks are endemically typified by their diversity, which is great for functionality, but creates wider business risk responsibility.

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Video Highlights: PyTorch 2.0 on the ROCm Platform

insideBIGDATA

From the recent PyTorch Conference we present a Lightning Talk: PyTorch 2.0 on the ROCm Platform by Douglas Lehr, Principal Engineer at AMD. Douglas talks about the current state of PyTorch on the ROCm platform including efforts to achieve day 0 support for Triton on Pytorch 2.0 as well as performance improvements, efforts with Huggingface, and other areas.

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Back to Basics Week 1: Python Programming & Data Science Foundations

KDnuggets

Cultivate your data science expertise with KDnuggets' Back to Basics pathway, which includes Python, data manipulation, and visualization.

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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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This move by OpenAI will pave the way for AGI

Analytics Vidhya

In a groundbreaking move towards advancing artificial intelligence (AI) capabilities, OpenAI has unveiled its Data Partnerships initiative. This program invites collaboration with organizations worldwide to collectively build comprehensive public and private datasets aimed at enhancing AI model training and paving way toward AGI. The Need for Diverse Training Datasets The foundation of modern AI lies […] The post This move by OpenAI will pave the way for AGI appeared first on Analytics Vid

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Arrow-optimized Python UDFs in Apache Spark™ 3.5

databricks

In Apache Spark™, Python User-Defined Functions (UDFs) are among the most popular features. They empower users to craft custom code tailored to their u.

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2023 ML Pulse Report: The Latest Trends and Challenges in Machine Learning

insideBIGDATA

Our friends over at Sama recently published a comprehensive report on the potential and challenges of AI as reported by Machine Learning professionals.

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Bank failure: Citizens Bank collapses after 94 years

Dataconomy

The bank failure of Citizens Bank, a Sac City institution for 94 years, has been confirmed by the Federal Deposit Insurance Corp, attributing the cause to significant non-local loan losses. At the end of the third quarter, the bank’s ledger showed $65,558,000 in assets against $58,930,000 in total deposits, culminating in the institution’s cessation of operations on November 3, the FDIC’s announcement detailed.

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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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Introduction to Embedchain – A Data Platform Tailored for LLMs

Analytics Vidhya

Introduction The introduction to tools like LangChain, and LangFlow, has made things easier when building applications with Large Language Models. Though building applications and choosing different Large Language Models has become easier, the data uploading part, where the data comes from various sources is still time-consuming for developers while developing LLM-powered applications as the developers […] The post Introduction to Embedchain – A Data Platform Tailored for LLMs appear

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Supply Chain Disruption and ESG Risk Management Powered by Bloomberg Data in the Databricks Lakehouse Platform

databricks

This blog is the first of a series of blog posts highlighting industry-leading data providers we collaborate with and Marketplace data providers. Special.

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FinOps Counts, But We’re Not Cashing In Yet

Adrian Bridgwater for Forbes

FinOps counts. There can be no simpler sentence in cloud computing, even ‘cloud is flexible’ takes three words.

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The AMC 12A 2023 leak shocks math circles

Dataconomy

The academic community has been shaken by the news of the AMC 12A 2023 leak, casting a shadow over one of the most anticipated high school mathematics competitions in the United States. The alleged breach, which saw confidential exam materials prematurely exposed, has sparked a flurry of discussions and concerns from students, educators, and parents dedicated to the spirit of fair competition.

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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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Elon Musk Introduces ‘Grok’: The Sassy AI Chatbot with a Dash of Rebellion

Analytics Vidhya

The tech world is abuzz with excitement. Elon Musk, the mastermind behind groundbreaking ventures like SpaceX and Tesla, introduces Grok, the latest creation to emerge from his new AI company, xAI. This chatbot, according to xAI, is inspired by “The Hitchhiker’s Guide to the Galaxy” It promises to possess “a bit of wit,” “a rebellious […] The post Elon Musk Introduces ‘Grok’: The Sassy AI Chatbot with a Dash of Rebellion appeared first on Ana

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Starship’s second flight test

Hacker News

SpaceX designs, manufactures and launches advanced rockets and spacecraft. The company was founded in 2002 to revolutionize space technology, with the ultimate goal of enabling people to live on other planets.

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A Scientist Says the Singularity Will Happen by 2031

Flipboard

Maybe even sooner. Are you ready? There’s at least one expert who believes that “ the singularity”—the moment when artificial intelligence surpasses the control of humans—could be just a few years away.

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OpenAI Assistants API will let devs create “agent-like experiences”

Dataconomy

The launch of the OpenAI Assistants API at the DevDay marks a significant advancement in enabling developers to create “agent-like experiences” within their applications. This innovative Assistants API allows OpenAI’s clientele to craft an “assistant” tailored with distinct instructions, which taps into a broader spectrum of knowledge.

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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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Monitoring Data Quality for Your Big Data Pipelines Made Easy

Analytics Vidhya

Introduction Imagine yourself in command of a sizable cargo ship sailing through hazardous waters. It is your responsibility to deliver precious cargo to its destination safely. Determine success by the precision of your charts, the equipment’s dependability, and your crew’s expertise. A single mistake, glitch, or slip-up could endanger the trip. In the data-driven world […] The post Monitoring Data Quality for Your Big Data Pipelines Made Easy appeared first on Analytics Vidhya.

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Role play with large language models

Hacker News

As dialogue agents become increasingly human-like in their performance, we must develop effective ways to describe their behaviour in high-level terms without falling into the trap of anthropomorphism. Here we foreground the concept of role play. Casting dialogue-agent behaviour in terms of role play allows us to draw on familiar folk psychological terms, without ascribing human characteristics to language models that they in fact lack.

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There’s something going on with AI startups in France

Flipboard

Last night, Motier Ventures held a tech meetup focused on AI startups featuring some of the most hyped tech startups in the French tech ecosystem, Dust, Finegrain, Gladia, Mistral AI and Scenario — all of them are portfolio companies of Motier Ventures.

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Whisper v3: Revolutionizing speech recognition and beyond

Dataconomy

Imagine a speech recognition model that not only understands multiple languages but also seamlessly translates and identifies them. Whisper v3 is the embodiment of this vision. It’s not just a model; it’s a dynamic force that reshapes the boundaries of audio data comprehension. The ability to transcribe, translate, and identify languages in spoken words has long been the holy grail of technology and OpenAI just changed it.

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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.