Sat.Nov 09, 2024 - Fri.Nov 15, 2024

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Deep-dive Molmo and PixMo With Hands-on Experimentation

Analytics Vidhya

The most powerful VLMs available today remain proprietary, limiting open research exploration. Open models often lag due to dependency on synthetic data generated by proprietary models, restricting true openness. Molmo, a sophisticated vision-language model, seeks to bridge this gap by creating high-quality multimodal capabilities built from open datasets and independent training methods.

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Blown Away

O'Reilly on Data

Between vacation, end-of-year projects, the coming holidays, and other hysteria, I haven’t come up with an article this month. So here’s a quick list of things that have amazed me recently. Are we virtual yet? I’m far from the first person to find NotebookLM amazing, and I certainly won’t be the last. I did a simple experiment: I pointed it at two of my recent posts, “ Think Better ” and “ Henry Ford Does AI.

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What Open Platforms Mean for Contact Centers

David Menninger's Analyst Perspectives

Software providers have identified “openness” as a key consideration for contact center buyers. Since there is no generally accepted rule about what makes a system open, it makes sense for us to examine what components contribute to that quality, and why it should be thought of as a good thing. Contact centers have been dealing with the tension between so-called open and proprietary platforms for decades, ever since the development of computer-telephony integration (CTI), which first injected op

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7 ways gen AI can create more work than it saves

CIO Business Intelligence

JP Morgan Chase president Daniel Pinto says the bank expects to see up to $2 billion in value from its AI use cases, up from a $1.5 billion estimate in May. And speaking at the Barclays Global Financial Services conference in September, he said gen AI will have a big impact in improving processes and efficiencies. The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process.

IT 141
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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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Build Your Own YT and Web Summarizer with LangChain

Analytics Vidhya

In the age of information overload, it’s easy to get lost in the large amount of content available online. YouTube offers billions of videos, and the internet is filled with articles, blogs, and academic papers. With such a large volume of data, it’s often difficult to extract useful insights without spending hours reading and watching. […] The post Build Your Own YT and Web Summarizer with LangChain appeared first on Analytics Vidhya.

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AnythingLLM: The LLM Application You’ve Been Waiting For

KDnuggets

Turn any document into a conversation-ready AI tool with AnythingLLM — a versatile, open-source platform for building a secure, private assistant.

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Agentic AI: 6 promising use cases for business

CIO Business Intelligence

Agentic AI is having a moment, as proponents see the benefits of using autonomous AI agents to automate manual tasks across organizations. Agentic AI, which Forrester named a top emerging technology for 2025 in June , takes generative AI a step further by emphasizing operational decision-making rather than content generation. The promise the approach has for impacting business workflows has organizations such as Aflac, Atlantic Health System, Legendary Entertainment, and NASA’s Jet Propulsion La

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A Guide to 400+ Categorized Large Language Model(LLM) Datasets

Analytics Vidhya

You can find useful datasets on countless platforms—Kaggle, Paperwithcode, GitHub, and more. But what if I tell you there’s a goldmine: a repository packed with over 400+ datasets, meticulously categorised across five essential dimensions—Pre-training Corpora, Fine-tuning Instruction Datasets, Preference Datasets, Evaluation Datasets, and Traditional NLP Datasets and more?

Modeling 213
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7 Ways to Improve Your Data Cleaning Skills with Python

KDnuggets

Improve your Python data cleaning by fixing invalid entries, converting types, encoding variables, handling outliers, selecting features, scaling, and filling missing values.

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Expand data access through Apache Iceberg using Delta Lake UniForm on AWS

AWS Big Data

The landscape of big data management has been transformed by the rising popularity of open table formats such as Apache Iceberg, Apache Hudi, and Linux Foundation Delta Lake. These formats, designed to address the limitations of traditional data storage systems, have become essential in modern data architectures. As organizations adopt various open table formats to suit their specific needs, the demand for interoperability between these formats has grown significantly.

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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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10 ways to kill your IT culture

CIO Business Intelligence

Transformational CIOs recognize the importance of IT culture in delivering innovation, accelerating business impacts, and reducing operational and security risks. Without a strong IT culture, inspiring IT teams to extend beyond their “run the business” responsibilities into areas requiring collaboration between business colleagues, data scientists, and partners is challenging.

IT 139
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8 Generative AI Trends that will Define Businesses in 2025

Analytics Vidhya

The world today is powered by state-of-the-art generative AI models that offer new features and applications every day. In 2024, with AI Agents, AI adoption hit a new high, sparking a revolution in almost every industry. Owing to the ongoing developments in the field of generative AI, 65% of firms polled by McKinsey are already […] The post 8 Generative AI Trends that will Define Businesses in 2025 appeared first on Analytics Vidhya.

Modeling 193
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Using Pandas and SQL Together for Data Analysis

KDnuggets

In this tutorial, we’ll explore when and how SQL functionality can be integrated within the Pandas framework, as well as its limitations.

IT 138
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Your guide to AWS Analytics at AWS re:Invent 2024

AWS Big Data

It’s AWS re:Invent time, where you turn your ideas into reality. Get a front row seat to hear real stories from AWS customers, experts and leaders about navigating pressing topics like generative AI and data analytics. For data enthusiasts and data professionals alike, this blog is a curated and comprehensive guide to all analytics sessions, for you to efficiently plan your itinerary.

Analytics 111
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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CIOs to spend ambitiously on AI in 2025 — and beyond

CIO Business Intelligence

While the ROI of any given AI project remains uncertain , one thing is becoming clear: CIOs will be spending a whole lot more on the technology in the years ahead. Research firm IDC projects worldwide spending on technology to support AI strategies will reach $337 billion in 2025 — and more than double to $749 billion by 2028. Those bullish numbers don’t surprise many CIOs, as IT leaders from nearly every vertical are rolling out generative AI proofs of concept, with some already in production.

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A Guide to Flax: Building Efficient Neural Networks with JAX

Analytics Vidhya

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models. Flax’s seamless integration with JAX enables automatic differentiation, Just-In-Time (JIT) compilation, and support for hardware accelerators, making it ideal for both experimental research and production.

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5 Cheat Sheets for Getting Started in Data Science

KDnuggets

Check out these 5 KDnuggets cheat sheets designed for the data science beginner, covering from introductory coding through to data cleaning, exploration, manipulation, and modeling.

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Use Amazon Kinesis Data Streams to deliver real-time data to Amazon OpenSearch Service domains with Amazon OpenSearch Ingestion

AWS Big Data

In this post, we show how to use Amazon Kinesis Data Streams to buffer and aggregate real-time streaming data for delivery into Amazon OpenSearch Service domains and collections using Amazon OpenSearch Ingestion. You can use this approach for a variety of use cases, from real-time log analytics to integrating application messaging data for real-time search.

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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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CEO of Salesforce AI Clara Shih has left

CIO Business Intelligence

The CEO of Salesforce AI, Clara Shih, has left after just 20 months in the job. Neither Shih nor the company has made an official announcement, but a source familiar with the matter confirmed to CIO that Adam Evans, previously senior vice president of product for Salesforce AI Platform, has moved up to the newly created role of executive vice president and general manager of Salesforce AI.

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How to Access Stable Diffusion 3.5?

Analytics Vidhya

Stability.ai has unveiled Stable Diffusion 3.5, featuring multiple variants: Stable Diffusion 3.5 Large, Large Turbo, and Medium. These models are customizable and can run on consumer hardware. Let’s explore these models, learn how to access them, and use them for inference to see what Stable Diffusion brings to the table this time around. Overview Stable […] The post How to Access Stable Diffusion 3.5?

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Octopai Acquisition Enhances Metadata Management to Trust Data Across Entire Data Estate

Cloudera

We are excited to announce the acquisition of Octopai , a leading data lineage and catalog platform that provides data discovery and governance for enterprises to enhance their data-driven decision making. Cloudera’s mission since its inception has been to empower organizations to transform all their data to deliver trusted, valuable, and predictive insights.

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How FINRA established real-time operational observability for Amazon EMR big data workloads on Amazon EC2 with Prometheus and Grafana

AWS Big Data

This is a guest post by FINRA (Financial Industry Regulatory Authority). FINRA is dedicated to protecting investors and safeguarding market integrity in a manner that facilitates vibrant capital markets. FINRA performs big data processing with large volumes of data and workloads with varying instance sizes and types on Amazon EMR. Amazon EMR is a cloud-based big data environment designed to process large amounts of data using open source tools such as Hadoop, Spark, HBase, Flink, Hudi, and Prest

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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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Agentes de IA: seis casos de uso prometedores para las empresas

CIO Business Intelligence

Los agentes de inteligencia artificial , una tecnología que promete automatizar tareas manuales en las organizaciones, están en auge. Esta tendencia que Forrester destacó en junio como una de las principales tecnologías emergentes para 2025 lleva la IA generativa un paso más allá al permitir que estas herramientas tomen decisiones operativas en lugar de generar contenido.

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4 Steps to Build Multi-Agent Nested Chats with AutoGen

Analytics Vidhya

Chatbots have evolved exponentially with developments in artificial intelligence (AI). Now, with the onset of AI agents, they have become capable of handling more complex and layered interactions, far beyond traditional conversational limits. In our previous article on Building Multi-Agent Chatbots with AutoGen, we explored the concept of sequential chat using AutoGen, which allows structured, […] The post 4 Steps to Build Multi-Agent Nested Chats with AutoGen appeared first on Analytics V

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A New Python Package Manager

KDnuggets

Manage Python projects, run scripts and tools, handle dependencies, and install packages—all with the uv tool.

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Enrich your AWS Glue Data Catalog with generative AI metadata using Amazon Bedrock

AWS Big Data

Metadata can play a very important role in using data assets to make data driven decisions. Generating metadata for your data assets is often a time-consuming and manual task. By harnessing the capabilities of generative AI, you can automate the generation of comprehensive metadata descriptions for your data assets based on their documentation, enhancing discoverability, understanding, and the overall data governance within your AWS Cloud environment.

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Prepare Now: 2025's Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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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Saudi Arabia launches $100 Billion AI initiative to lead in global tech

CIO Business Intelligence

Saudi Arabia has announced a 100 billion USD initiative aimed at establishing itself as a major player in artificial intelligence, data analytics, and advanced technology. The program, known as Project Transcendence, marks a significant push by the Kingdom to develop a robust AI ecosystem that can rival leading tech hubs, including neighbouring United Arab Emirates and other global technology centers.

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What is Agentic AI Multi-Agent Pattern?

Analytics Vidhya

Finally, we have reached the fifth article of the series “Agentic AI Design Patterns.” Today, we will discuss the 4th pattern: the Agentic AI Multi-Agent Pattern. Before digging into it, let’s refresh our knowledge of the first three patterns – The Reflection Pattern, Tool Use Pattern, and Planning Pattern. These design patterns represent essential frameworks […] The post What is Agentic AI Multi-Agent Pattern?

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How to Learn AI the Lazy Way

KDnuggets

Embrace your inner lazy learner and focus on being efficient with your time and energy.

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Achieve data resilience using Amazon OpenSearch Service disaster recovery with snapshot and restore

AWS Big Data

Amazon OpenSearch Service is a fully managed service offered by AWS that enables you to deploy, operate, and scale OpenSearch domains effortlessly. OpenSearch is a distributed search and analytics engine, which is an open-source project. OpenSearch Service seamlessly integrates with other AWS offerings, providing a robust solution for building scalable and resilient search and analytics applications in the cloud.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.