Wed.Sep 06, 2023

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Advanced Guide for Natural Language Processing

Analytics Vidhya

Introduction Welcome to the transformative world of Natural Language Processing (NLP). Here, the elegance of human language meets the precision of machine intelligence. The unseen force of NLP powers many of the digital interactions we rely on. Various applications use this Natural Language Processing guide, such as chatbots responding to your questions, search engines tailoring […] The post Advanced Guide for Natural Language Processing appeared first on Analytics Vidhya.

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Price shock: IBM to increase cloud costs by up to 26% from 2024

CIO Business Intelligence

IBM is all set to increase its cloud services costs by up to 26% from January 2024. The new price rise will affect infrastructure-as-a-service ( IaaS ) and platform-as-a-service ( PaaS ) offerings, the company said in a GitHub post. International customers will witness a steeper price hike compared to their US peers. IBM PaaS services — slated for a 3% price hike globally — include IBM’s Kubernetes Services, RedHat OpenShift, all security services, and all cloud database offerings including Mes

Software 132
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Enhance Learning with ChatGPT Plugins for Students and Institutions

Analytics Vidhya

Introduction ChatGPT has rapidly gained prominence as one of the most advanced conversational AI models, captivating users with its ability to generate human-like text across diverse topics. While the free version of ChatGPT has gained popularity, ChatGPT Plugins for students and institutions allow users to customize their experience, browse the web, and access specialized knowledge […] The post Enhance Learning with ChatGPT Plugins for Students and Institutions appeared first on Analytics

Modeling 343
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Data is essential: Building an effective generative AI marketing strategy

IBM Big Data Hub

Generative AI is powering a new world of creative, customized communications, allowing marketing teams to deliver greater personalization at scale and meet today’s high customer expectations. The potential of this powerful new tool spans the entire end-to-end marketing process, from internal communications and productivity to customer-facing channels and product support.

Marketing 124
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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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Running Generative LLMs with RunPod | A Serverless Platform

Analytics Vidhya

Introduction Serverless emerges as a game-changing strategy in cloud computing. Allowing developers to concentrate entirely on creating their applications while leaving the underlying infrastructure to cloud providers to take care of. Generative AI Large Language Models have fueled the growth of Serverless GPUs as most developers cannot run them locally due to the high GPU […] The post Running Generative LLMs with RunPod | A Serverless Platform appeared first on Analytics Vidhya.

Modeling 323
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Lessons from the field: How Generative AI is shaping software development in 2023

CIO Business Intelligence

Since ChatGPT’s release in November of 2022, there have been countless conversations on the impact of similar large language models. Generative AI has forced organizations to rethink how they work and what can and should be adjusted. Specifically, organizations are contemplating Generative AI’s impact on software development. While the potential of Generative AI in software development is exciting, there are still risks and guardrails that need to be considered.

Software 119

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The Future of LLMs and Spatial Computing with @mad.marchy: TDI 17

Data Science 101

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “I think this kind of technology will be essential for expanding how we interact with the world around us…” — @mad.marchy Let’s get this week off to a good start.

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What is the vulnerability management process?

IBM Big Data Hub

Modern enterprise networks are vast systems of remote and on-premises endpoints, locally installed software, cloud apps , and third-party services. Every one of these assets plays a vital role in business operations—and any of them could contain vulnerabilities that threat actors can use to sow chaos. Organizations rely on the vulnerability management process to head off these cyberthreats before they strike.

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What is a Developer Advocate, TDI 16 with @arynnpost

Data Science 101

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “How well can you write about a process, how cohesive is it, and can you write for different audiences?” — A M-P (@arynnpost) on Threads First off, @arynnpost, your profile lists you as a developer advocate.

Sales 111
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We Were Built for This Moment

Dataiku

Today, Dataiku announced several milestones. One was about the scale of our business: passing $230 million in annual recurring revenue (ARR). Another was about the geographic balance of our business: passing $100 million in ARR in both our Americas and EMEA regions. And a third is about preparing for the coming decade: hiring Wall Street and software veteran Krish Venkataraman in the newly created role of President.

Software 105
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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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AI Creates Global Shift From Cable to Online Streaming

Smart Data Collective

AI technology has significantly improved the entertainment industry. A growing number of streaming services such as Netflix have used AI algorithms to deliver more personalized content and improve the user experience for their customers. A couple of months ago, a new report showed that Netflix is also using AI technology to improve the visual effects of the films and series that it produces.

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Use the reverse token filter to enable suffix matching queries in OpenSearch

AWS Big Data

OpenSearch is an open-source RESTful search engine built on top of the Apache Lucene library. OpenSearch full-text search is fast, can give the result of complex queries within a fraction of a second. With OpenSearch, you can convert unstructured text into structured text using different text analyzers, tokenizers, and filters to improve search. OpenSearch uses a default analyzer, called the standard analyzer , which works well for most use cases out of the box.

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AI Leads to Powerful New Fraud Detection Software for E-commerce

Smart Data Collective

Artificial intelligence technology has led to a number of major changes in digital technology. one of the biggest concerns caused by AI is the proliferation of new cybersecurity threats. Fortunately, artificial intelligence can also be highly valuable for protecting against cybersecurity challenges. One poll found that 69% of e hey Cortana it’s usually executives believe that artificial intelligence is necessary to stop the rising threat of cybercrime.

Software 104
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Financial planning & budgeting: Navigating the Budgeting Paradox

IBM Big Data Hub

Budgeting, an essential pillar of financial planning for organizations, often presents a unique dilemma known as the “Budgeting Paradox.” Ideally, a budget should give the most accurate and timely idea of anticipated revenues and expenses. However, the traditional budgeting process, in its pursuit of precision and consensus, can take several months.

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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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Elevate Math Efficiency: Navigating Numpy Array Operations

KDnuggets

Uncover the art of optimizing math for data analysis and how NumPy transforms complex calculations into simple, efficient spells, making math a breeze.

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AI in marketing: How to leverage this powerful new technology for your next campaign

IBM Big Data Hub

A recent study by Price Waterhouse Cooper (PwC) estimates that by 2030, artificial intelligence (AI) will generate more than USD 15 trillion for the global economy and boost local economies by as much as 26%. (1) But what about AI’s potential specifically in the field of marketing? From customized content creation to task automation and data analysis, AI has seemingly endless applications when it comes to marketing, but also some potential risks.

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Expanding Possibilities: Cloudera’s Teen Accelerator Program Completes Its Second Year

Cloudera

At Cloudera, we’re known for making innovative technological solutions that drive change and impact the world. Our mission is to make data and analytics easy and accessible to everyone. And that doesn’t end with our customer base. We also aim to provide equitable access to career opportunities within data and analytics to the workforce of tomorrow.

IT 79
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Conference Sessions and Presentations in 2023 & early 2024

Paul Turley

Events I am presenting Check back for event links and updates August 15, 2023Using Power BI with a Lot of Data - Best Practice DesignBay Area Power BI Platform MeetupOctoberUsing Power BI with a Lot of Data - Best Practice DesignPortland Fabric & Power BI user groupOctober 20Preconference: Power BI Enterprise WorkshopSilicon Valley SQL Saturday,…

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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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Tennis, football, and IBM watsonx

IBM Big Data Hub

This is, by far, my favorite time of year. The kids are back at school. My Miami Hurricanes are off to another strong start. And two of IBM’s marquee partnerships are in full swing: The US Open and ESPN Fantasy Football. Right now, I’m in Queens, watching Novak Djokovic and Taylor Fritz battle it out in 90-degree heat for a spot in the US Open semifinals.

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KDnuggets News, September 6: Happy 30th Anniversary KDnuggets! • Getting Started with Python Data Structures in 5 Steps

KDnuggets

Happy 30th Anniversary KDnuggets!

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Build streaming data pipelines with Amazon MSK Serverless and IAM authentication

AWS Big Data

Currently, MSK Serverless only directly supports IAM for authentication using Java. This example shows how to use this mechanism. Additionally, it provides a pattern creating a proxy that can easily be integrated into solutions built in languages other than Java. The rising trend in today’s tech landscape is the use of streaming data and event-oriented structures.

Testing 93
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Data Visualization: Theory and Techniques

KDnuggets

Unlocking the secrets of how to observe our data-driven world.

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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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7 tough IT security discussions every IT leader must have

CIO Business Intelligence

Talk may be cheap, but when it comes to IT security, strategic conversations with colleagues, business partners, and other relevant parties can be priceless. The value of addressing cybersecurity issues through ongoing discussions is getting corporate alignment on effective and robust strategies, says Roger Albrecht, co-lead of the cybersecurity unit at technology research and advisory firm ISG.

IT 142
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Connecting to private VPC networks using IBM Cloud Secrets Manager authenticated VPN on IBM Cloud

IBM Big Data Hub

As security becomes ever tighter, with businesses provisioning more of their infrastructure on private networks, flexible access requires a VPN solution. In this post, we examine how to leverage the IBM Cloud VPN as a Service (VPNaaS) offering for VPC, while managing authentication through IBM Cloud Secrets Manager. IBM Cloud Secrets Manager IBM Cloud Secrets Manager provides a centralised resource to manage various secrets.

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Stored procedure enhancements in Amazon Redshift

AWS Big Data

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. With Amazon Redshift, you can analyze all your data to derive holistic insights about your business and your customers. It supports stored procedures where prepared SQL code is saved and the code can be reused over and over again. Stored procedures are commonly used to encapsulate logic for data transformation, data validation, and business-specific logic.

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Is an integrated ERP suite or a composable ERP strategy right for you?

CIO Business Intelligence

Today’s business climate is rife with economic uncertainty that is causing IT leaders to do more with less while still innovating to support the business. It’s a seemingly impossible dilemma: How to use innovation to drive business outcomes while being restrained by a reduced budget? Fortunately, IT leaders can do both by adopting a composable ERP strategy that is focused on enabling business outcomes via flexible, best-fit technology that surrounds the existing core ERP solution.

Strategy 105
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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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AI is the boost Mercedes-Benz needs to digitally transform

CIO Business Intelligence

Mercedes-Benz has long relied on machine learning and classic AI. But now you’re also using generative AI, for example in the MO360 production environment. What exactly is it about and to what extent does it change the profiles of employees? With digitization and the increasing use of powerful AI systems, job profiles are changing in production and administration.