Wed.Oct 25, 2023

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The Impact of Large Language Models on Medical Text Analysis

Analytics Vidhya

Introduction In a world undergoing a technological revolution, the fusion of artificial intelligence and healthcare is reshaping the landscape of medical diagnosis and treatment. One of the silent heroes behind this transformation is the application of Large Language Models (LLMs) in the field of medical , health domain and mainly in text analysis. This article […] The post The Impact of Large Language Models on Medical Text Analysis appeared first on Analytics Vidhya.

Modeling 335
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Stream and Event Processing Require Real-Time Analytics

David Menninger's Analyst Perspectives

In my past perspectives, I’ve written about the evolution from data at rest to data in motion and the fact that you can’t rely on dashboards for real-time analytics. Organizations are becoming more and more event-driven and operating based on streaming data. As well, analytics are becoming more and more intertwined with operations. More than one-fifth of organizations (22%) describe their analytics workloads as real time in our Data and Analytics Benchmark Research and nearly half (47%) of organ

Analytics 252
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Empower Multiple Websites with Langchain’s Chatbot Solution

Analytics Vidhya

Introduction In the revolutionary era of AI, conversational agents or chatbots have emerged as pivotal tools for engaging users, assisting, and enhancing user experience across various digital platforms. Chatbots powered by advanced AI techniques enable automated and interactive conversations that resemble human interactions. With the launch of ChatGPT, the ability to answer user queries has […] The post Empower Multiple Websites with Langchain’s Chatbot Solution appeared first on An

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What you need to know about Okta’s security breach

CIO Business Intelligence

On October 20, 2023, Okta Security identified adversarial activity that used a stolen credential to gain access to the company’s support case management system. Once inside the system, the hacker gained access to files uploaded by Okta customers using valid session tokens from recent support cases. As a result of using the extracted tokens from the Okta support system and support cases, the threat actor subsequently gained complete access to many of their customers’ systems.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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How to Optimize Revenues Using Dynamic Pricing?

Analytics Vidhya

Introduction Uber/Ola peak hour prices are higher than regular fares. In IRCTC, Rajdhani prices increase are booking rate increases, and in Amazon, prices for the exact product change multiple times. Who decides when to change these prices or to what extent? Who decides the right price at the right time? The answers to these questions […] The post How to Optimize Revenues Using Dynamic Pricing?

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5 Free Books to Master Machine Learning

KDnuggets

Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.

More Trending

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3 commandments that should drive every API strategy

CIO Business Intelligence

In the early 2000s, companies like Amazon, eBay, and Salesforce drove a trend toward standardizing interfaces among web applications. The result was a complete overhaul of how applications were developed and integrated, thanks to a growing network of open web APIs that anyone could consume. During this period, Amazon founder Jeff Bezos wrote a memo to his employees that came to be known as the “Bezos API Mandate.

Strategy 138
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Explainable AI: Demystifying the Black Box Models

Analytics Vidhya

Introduction In today’s data-driven world, machine learning is playing an increasingly prominent role in various industries. Explainable AI aims to make machine learning models more transparent to clients, patients, or loan applicants, helping build trust and social acceptance of these systems. Now, different models require different explanation methods, depending on the audience.

Modeling 306
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Generative AI: 5 enterprise predictions for AI and security — for 2023, 2024, and beyond

CIO Business Intelligence

Trends/Predictions: Enterprise use of AI tools will only grow, with industries like manufacturing leading the charge Enterprises will secure AI/ML applications to stay ahead of risk Enterprises will seek visibility and intelligent access controls around AI and ML applications AI will become a key component of enterprise data protection AI will transform how enterprises understand risk and security from the top down We’ve entered the era of widespread adoption of generative AI tools.

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Top 9 Data Management Tools to Use in 2023

Analytics Vidhya

Introduction Struggling with expanding a business database due to storage, management, and data accessibility issues? To steer growth, employ effective data management strategies and tools. This article explores data management’s key tool features and lists the top tools for 2023. These tools will serve as an asset to your enterprise workflow pipeline.

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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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What is AI’s current impact on cybersecurity?

CIO Business Intelligence

In our inaugural episode, Michael “Siko” Sikorski, CTO and VP of Engineering and Threat Intelligence at Unit 42 answers that question and speaks to the profound influence of artificial intelligence in an interview with David Moulton, Director of thought leadership for Unit 42. What’s Sikorski’s critical concern? The pervasive integration of AI, particularly ChatGPT and large language models (LLMs), into the cybersecurity landscape.

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The Top 5 Cloud Machine Learning Platforms & Tools

KDnuggets

What are the top 5 cloud machine learning platforms in the market today. Our list will help provide some vital insights into which platform might best cater to your specific machine learning needs. See what KDnuggets recommends.

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Part 1: Guarding against sophisticated threats: Strategies for your best defense

CIO Business Intelligence

In the second episode of Threat Vector, Kristopher Russo, senior threat researcher at Unit 42, and David Moulton, discuss the threat landscape and take a deeper dive into the intricate workings of Muddled Libra (related to Scattered Spider and Scatter Swine). This formidable threat group poses significant challenges to telecommunications, technology and software automation industries.

Strategy 126
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Enable cost-efficient operational analytics with Amazon OpenSearch Ingestion

AWS Big Data

As the scale and complexity of microservices and distributed applications continues to expand, customers are seeking guidance for building cost-efficient infrastructure supporting operational analytics use cases. Operational analytics is a popular use case with Amazon OpenSearch Service. A few of the defining characteristics of these use cases are ingesting a high volume of time series data and a relatively low volume of querying, alerting, and running analytics on ingested data for real-time in

Analytics 117
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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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Part 2: Guarding against sophisticated threats: Strategies for your best defense

CIO Business Intelligence

In the second part of our deep dive into Muddled Libra’s tactics, Threat Vector welcomes Stephanie Regan, a senior consultant with Unit 42 with a law enforcement background. Regan and David Moulton, discuss the challenges Muddled Libra and other threat groups pose. Threat actors are often highly persistent and can rapidly pivot when encountering roadblocks.

Strategy 126
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The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts

Smart Data Collective

In the vast realm of technology, chatbots have emerged as a revolutionary tool, bridging the gap between humans and machines. These digital assistants, initially designed to follow pre-set scripts, have now evolved into sophisticated entities capable of understanding and responding to complex human emotions and queries. But what’s the secret behind their enhanced conversational abilities?

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Windows on Snapdragon Brings Hybrid AI to Apps at the Edge

KDnuggets

Let’s take a closer look at Hybrid AI, how you can take advantage of it, and how Snapdragon brings hybrid AI to apps at the edge.

IT 117
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How Technology is Impacting a Variety of Careers in Healthcare

Smart Data Collective

Digital technology can be incredibly disruptive— particularly in terms of how people do their jobs. The healthcare industry is certainly no exception. While adoption is sometimes slow— held up by a reluctant old guard, or perhaps just prohibitive pricing—it is steady. Healthcare just doesn’t look the same as it did twenty years ago. From electronic records to data management, there are traces of digital technology everywhere you look.

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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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What CIOs and CTOs should consider before adopting generative AI for application modernization

IBM Big Data Hub

Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. But simultaneously, generative AI has the power to transform the process of application modernization through code reverse engineering, code generation, code conversion from one language to another, defining modernization workflow and other automated processes.

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Mastering the Data Universe: Key Steps to a Thriving Data Science Career

KDnuggets

This article covered the six main pillars of a data science career from learning skills to getting a job.

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#Cloudera Life Employee Spotlight: Joel Martinez

Cloudera

As Hispanic Heritage Month draws to a close, we wanted to conclude the celebration with an employee spotlight featuring the new lead for the Cloudera Latin X, Employee Resource Group (ERG), Joel Martinez. We talked with Joel about his career in sales, growing up in High Point, North Carolina, and his continued rediscovery of his Hispanic heritage with his move to Austin, Texas where he currently resides.

Sales 75
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Bridging the AI Divide: Revolutionizing Multi-Platform Integration With Dataiku's External Models

Dataiku

In 2023, the world of data is an ecosystem. Organizations must weave through a landscape of systems, products, and platforms to achieve their business targets.

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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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Mobile BI Means Flexibility and Access For Your Team!

Smarten

Mobile Analytics Features Are Key to Productivity and Decision-Making! Analytics Insight reports that there are some important factors to consider when you look for a Business Intelligence or Augmented Analytics solution. Among the top considerations: Self-Service BI Collaborative Features Mobile BI Data Visualization Citizen Data Scientist Support Augmented Analytics If you are looking for the right BI tools or augmented analytics and data discovery solution, be sure to consider the mobility of

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Ontotext – Onto The Cloud

Ontotext

Much awaited and long overdue, the only fully benchmarked graph database on the market, GraphDB , is now available on AWS Marketplace ready for enterprise adoption. Companies can now develop, build, and deploy high-performance, scalable graph-based semantic solutions natively on the cloud to connect the dots of their enterprise data seamlessly. AWS GraphDB is a fully managed RDF graph database with all the capabilities of regular GraphDB that facilitates easy provisioning with development, opera

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Windows on Snapdragon Brings Hybrid AI to Apps at the Edge

KDnuggets

Let’s take a closer look at Hybrid AI, how you can take advantage of it, and how Snapdragon brings hybrid AI to apps at the edge.

IT 78
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Unstructured data management and governance using AWS AI/ML and analytics services

AWS Big Data

Unstructured data is information that doesn’t conform to a predefined schema or isn’t organized according to a preset data model. Unstructured information may have a little or a lot of structure but in ways that are unexpected or inconsistent. Text, images, audio, and videos are common examples of unstructured data. Most companies produce and consume unstructured data such as documents, emails, web pages, engagement center phone calls, and social media.

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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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Cloudera and AMD Spur Data Scientists to Take Climate Action

Cloudera

The world faces multiple environmental sustainability challenges — from the climate crisis and water scarcity to food production and urban resilience. Overcoming these hurdles offers opportunities for innovation through technology and artificial intelligence. That’s why Cloudera and AMD have partnered to host the Climate and Sustainability Hackathon.

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Welcome To The Digital Age: BI Meets Social Media

Smart Data Collective

More companies are turning to data analytics technology to improve efficiency, meet new milestones and gain a competitive edge in an increasingly globalized economy. One of the many ways that data analytics is shaping the business world has been with advances in business intelligence. The market for business intelligence technology is projected to exceed $35 billion by 2028.

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Top 5 Resources to Understand the Role of AI/ML in Embedded Analytics 

Jet Global

Every day, more companies unlock the potential of artificial intelligence (AI) and machine learning. When AI and machine learning are utilized in embedded analytics, the results are impressive. Much of this can be seen in modern solutions that offer advanced predictive analytics. Together, predictive analytics and AI can help application teams by streamlining processes, generating personalized recommendations, and creating a more intuitive and efficient user experience.