Analytics Vidhya

NOVEMBER 13, 2024

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.

Analytics 216

Analytics IT 216

O'Reilly on Data

NOVEMBER 12, 2024

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.

Testing 187

Testing Software Management IT 187

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

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

Enterprise 130

Enterprise Interactive Data-driven Strategy 130

CIO Business Intelligence

NOVEMBER 13, 2024

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 138

IT Consulting ROI Cost-Benefit 138

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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?

Business Intelligence

Analytics Vidhya

NOVEMBER 10, 2024

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.

Experimentation 241

Experimentation Modeling Analytics 241

KDnuggets

NOVEMBER 15, 2024

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

126

126

CIO Business Intelligence

NOVEMBER 12, 2024

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 135

IT Digital Transformation Management Experimentation 135

Analytics Vidhya

NOVEMBER 9, 2024

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 220

Modeling Analytics IT 220

KDnuggets

NOVEMBER 13, 2024

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

117

117

AWS Big Data

NOVEMBER 14, 2024

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 99

Analytics Data Analytics Machine Learning Technology 99

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Data-driven

CIO Business Intelligence

NOVEMBER 11, 2024

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.

ROI 135

ROI Cost-Benefit Experimentation Risk 135

Analytics Vidhya

NOVEMBER 13, 2024

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 204

Modeling Analytics 204

KDnuggets

NOVEMBER 12, 2024

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

IT 128

IT 128

AWS Big Data

NOVEMBER 14, 2024

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.

Metadata 98

Metadata Data Warehouse Big Data Data Lake 98

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.

Marketing

CIO Business Intelligence

NOVEMBER 15, 2024

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.

Publishing 122

Publishing Software IT Management 122

Analytics Vidhya

NOVEMBER 13, 2024

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?

Analytics 194

Analytics IT 194

KDnuggets

NOVEMBER 14, 2024

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.

Data Science 89

Data Science Modeling 89

AWS Big Data

NOVEMBER 15, 2024

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.

Metadata 91

Metadata Modeling Data-driven Machine Learning 91

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.

Business Intelligence

CIO Business Intelligence

NOVEMBER 14, 2024

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

Business Intelligence 122

Business Intelligence Enterprise Recreation/Entertainment Software 122

Analytics Vidhya

NOVEMBER 12, 2024

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

Interactive 197

Interactive Analytics 197

KDnuggets

NOVEMBER 14, 2024

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

Management 112

Management 112

AWS Big Data

NOVEMBER 11, 2024

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.

Metadata 99

Metadata Metrics Data Processing Analytics 99

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.

Data-driven

CIO Business Intelligence

NOVEMBER 11, 2024

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.

Manufacturing 126

Manufacturing Technology Modeling Strategy 126

Analytics Vidhya

NOVEMBER 12, 2024

Customer support calls hold a wealth of information, but finding the time to manually comb through these recordings for insights isn’t easy. Imagine if you could instantly turn these long recordings into clear summaries, track how the sentiment shifts throughout the call, and even get tailored insights based on how you want to analyze the […] The post Building an AI-Powered Tool for Customer Call Analysis appeared first on Analytics Vidhya.

Analytics 189

Analytics 189

KDnuggets

NOVEMBER 15, 2024

In this article, we’ll look at how to build ETL pipelines for data science projects.

Data Science 116

Data Science 116

AWS Big Data

NOVEMBER 15, 2024

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

Big Data 89

Big Data Metrics Dashboards Optimization 89

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

Sales

CIO Business Intelligence

NOVEMBER 11, 2024

Si bien el retorno de la inversión (ROI) de cualquier proyecto de inteligencia artificial (IA) sigue siendo incierto , hay algo que se está volviendo claro: los CIO gastarán mucho más en tecnología en los próximos años. La firma de investigación IDC proyecta que el gasto mundial en tecnología para apoyar las estrategias de IA alcanzará los 337.000 millones de dólares en 2025, y más del doble, hasta alcanzar los 749.000 millones de dólares en 2028.

ROI 121

ROI 121

Analytics Vidhya

NOVEMBER 11, 2024

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.

Experimentation 186

Experimentation Machine Learning Modeling Analytics 186

KDnuggets

NOVEMBER 11, 2024

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

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123

AWS Big Data

NOVEMBER 14, 2024

Many organizations specializing in communications and navigation surveillance technologies are required to support multi-modal transportation supply chain markets such as road, water, air, space, and rail. One common use case is provisioning of emergency alerts services for multiple government agencies. These organizations use third-party satellite-powered terminal devices for remote monitoring using telemetry and NMEA-0183 formatted messages generated in near real time.

Data Lake 86

Data Lake Metadata Testing Data-driven 86

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

Modeling