Tue.Jul 18, 2023

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Top 10 Deep Learning Tools You Must Know in 2023

Analytics Vidhya

The complex problems in the world of computers and artificial Intelligence need the aid of deep learning tools. The challenges change with time, and so does the analysis pattern. Constant updates on tools and newer perspectives to deal with the problems require hands-on expertise and experience handling deep learning tools. Review the updated list of […] The post Top 10 Deep Learning Tools You Must Know in 2023 appeared first on Analytics Vidhya.

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Teaching Programming in the Age of ChatGPT

O'Reilly on Data

Imagine for a minute that you’re a programming instructor who’s spent many hours making creative homework problems to introduce your students to the world of programming. One day, a colleague tells you about an AI tool called ChatGPT. To your surprise (and alarm), when you give it your homework problems, it solves most of them perfectly, maybe even better than you can!

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Build Semantic Search Applications Using Open Source Vector Database ChromaDB

Analytics Vidhya

Introduction With the rise of AI applications and use cases, there has been an increased flow of various tools and technologies to facilitate such AI applications and allow AI developers to build real-world applications. Among such tools, today we will learn about the workings and functions of ChromaDB, an open-source vector database to store embeddings from […] The post Build Semantic Search Applications Using Open Source Vector Database ChromaDB appeared first on Analytics Vidhya.

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How Nvidia became a trillion-dollar company

CIO Business Intelligence

Nvidia’s transformation from an accelerator of video games to an enabler of artificial intelligence (AI) and the industrial metaverse didn’t happen overnight—but the leap in its stock market value to over a trillion dollars did. It was when Nvidia reported strong results for the three months to April 30, 2023, and forecast that its sales could jump by 50% in the following fiscal quarter, that its stock market valuation soared, catapulting it into the exclusive trillion-dollar club alongside well

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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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10 Must-Have Big Data Skills to Land a Job in 2023

Analytics Vidhya

Introduction In the rapidly evolving world of modern business, big data skills have emerged as indispensable for unlocking the true potential of data. This article delves into the core competencies needed to effectively navigate the realm of big data. Whether you are an aspiring data scientist, a seasoned IT professional, or a business leader, mastering […] The post 10 Must-Have Big Data Skills to Land a Job in 2023 appeared first on Analytics Vidhya.

Big Data 271
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Microsoft offers Dynamics users fresh incentives to move to the cloud

CIO Business Intelligence

Microsoft unveiled a new incentive program on Tuesday to help enterprises still running its Dynamics ERP and CRM software on premises to move to the cloud. The Accelerate, Innovate, and Move program (AIM) covers a broad range of on-premises business applications, including Dynamics AX, Dynamics CRM, Dynamics GP, Dynamics NAV, Dynamics SL, and Dynamics 365 Business, Microsoft said.

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10 most difficult-to-fill IT roles — and how to address the gap

CIO Business Intelligence

The CIO’s biggest hiring challenge is clear: “There is simply not enough talent to go around,” says Scott duFour, global CIO of business payments company Fleetcor, for whom positions in areas such as AI, cloud architecture, and data science remain the toughest to fill. This enduring talent gap has been a pressing concern for years, says Max Chan, CIO at global electronic components distributor Avnet, but it is widening.

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Elon Musk’s xAI Trained on Twitter’s Feed

Analytics Vidhya

Elon Musk, the visionary behind companies like Tesla and SpaceX, has again set his sights on the artificial intelligence (AI) domain. His latest venture, xAI, aims to leverage the vast repository of tweets to train its algorithm. In a recent Twitter Spaces audio chat, Musk shared his vision of building an inquisitive and truthful AI, […] The post Elon Musk’s xAI Trained on Twitter’s Feed appeared first on Analytics Vidhya.

Analytics 271
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Data center investments simplify IT and cloud modernization

CIO Business Intelligence

HPE Aruba Networking is coming off a very strong Q2 2023 with our Intelligent Edge revenue reaching $1.3 billion , up 50% from the prior-year period. We have invested in the areas of security and private 5G with two recent acquisitions that expand our edge-to-cloud portfolio to meet the needs of organizations as they increasingly migrate from traditional centralized data centers to distributed “centers of data.

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Developing Custom Chatbot with OpenAI

Analytics Vidhya

Introduction Chatbots, which offer automated support and individualised experiences, have revolutionised the way that businesses connect with their customers. Recent developments in artificial intelligence (AI) have raised the bar for chatbot functionality. In-depth instructions on creating a custom chatbot using OpenAI, a leading AI platform renowned for its potent language models, are provided in this […] The post Developing Custom Chatbot with OpenAI appeared first on Analytics Vidhya.

Modeling 271
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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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Is PC-as-a-Service part of your hybrid work strategy?

CIO Business Intelligence

If someone told you a decade ago that deploying IT services would be more like streaming video content than the traditional procurement and provisioning process, you probably wouldn’t have believed them. Right? Enterprises have been evolving toward as-a-Service models for years, but most of this transition has been executed in software, via SaaS and other subscription models.

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Cybercriminals Use WormGPT to Breach Email Security

Analytics Vidhya

The ever-evolving landscape of cybercrime has given rise to new and dangerous tools. Generative AI, including OpenAI‘s ChatGPT and the notorious cybercrime tool WormGPT, are emerging as potent weapons in Business Email Compromise (BEC) attacks. These sophisticated AI models enable cybercriminals to craft highly convincing and personalized phishing emails, increasing the success rate of their […] The post Cybercriminals Use WormGPT to Breach Email Security appeared first on Analytics

Modeling 270
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Data storytelling – the art of telling stories through data

KDnuggets

Data Storytelling with Python Altair and Generative AI teaches you how to turn raw data into effective, insightful data stories. You’ll learn exactly what goes into an effective data story, then combine your Python data skills with the Altair library and AI tools to rapidly create amazing visualizations.

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How to Use Excel TEXT Function? [ Explained with Examples]

Analytics Vidhya

Excel is a powerful application that simplifies data manipulation and formatting. The TEXT function is a valuable resource for customizing text, dates, and numbers to suit individual preferences. With many formatting possibilities, the TEXT function allows users to modify data appearance effortlessly. In this comprehensive article, we will explore the full scope of Excel’s TEXT […] The post How to Use Excel TEXT Function?

Analytics 270
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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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Introducing field-based coloring experience for Amazon QuickSight

AWS Big Data

Color plays a crucial role in visualizations. It conveys meaning, captures attention, and enhances aesthetics. You can quickly grasp important information when key insights and data points pop with color. However, it’s important to use color judiciously to enhance readability and ensure correct interpretation. Color should also be accessible and consistent to enable users to establish visual patterns and comprehend data effectively.

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Unlock The Full Potential Of Hive

Cloudera

In the realm of big data analytics, Hive has been a trusted companion for summarizing, querying, and analyzing huge and disparate datasets. But let’s face it, navigating the world of any SQL engine is a daunting task, and Hive is no exception. As a Hive user, you will find yourself wanting to go beyond surface-level analysis, and deep dive into the intricacies of how a Hive query is executed.

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Ensuring Reliable Few-Shot Prompt Selection for LLMs

KDnuggets

Data-centric techniques for better Few-Shot Prompting when applying LLMs to Noisy Real-World Data.

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Estimating the Data Mining Tool Market

TDAN

The recently published report by Research Nester, Global Data Mining Tool Market: Global Demand Analysis & Opportunity Outlook 2027, delivers detailed overview of the global data mining tool market in terms of market segmentation by service type, function type, industry type, deployment type, and region.

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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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A Disturbing Trend in Ransomware Attacks: Legitimate Software Abuse

CIO Business Intelligence

When discussing ransomware groups, too often the focus is on their names, such as Noberus, Royal or AvosLocker, rather than the tactics, techniques, and procedures (TTPs) used in an attack before ransomware is deployed. For example, the particularly heavy use of legitimate software tools in ransomware attack chains has been notable in recent times. In fact, we rarely see a ransomware attack that doesn’t use legitimate software.

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Real-Time Big Data Analytics

TDAN

Businesses today rely on real-time big data analytics to handle the vast and complex clusters of datasets. Here’s the state of big data today: The forecasted market value of big data will reach $650 billion by 2029.

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Managing AI Risk: Tips for CIOs and IT Leaders From Gartner (and Dataiku!)

Dataiku

As we mentioned recently , IT leaders have the capacity to be the heroes of enterprise AI scaling — so long as they are able to find the right balance between speed and control. Keeping control over the development of AI models in the enterprise is not an easy task. All analytics and AI projects must be monitored because no one wants a model in use that is flawed, low-performing, or undocumented.

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Best Practices for Migrating Applications to the Cloud

TDAN

It is no secret that cloud migration and transformation helps your business attain desired growth, cost savings, agility, and profitability. With these, your team is able address customer needs faster, monitor app performance, and scale applications according to demand. App migration can be time-consuming, and you cannot afford to mess with the process.

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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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Unleashing Terraform for Kubernetes secret management with IBM Cloud Kubernetes Service and Secrets Manager

IBM Big Data Hub

In this blog post, we explore the practical implementation of utilizing Terraform on IBM Cloud to create and manage secrets by seamlessly integrating your IBM Cloud Kubernetes Service with IBM Cloud Secrets Manager. Previously, this functionality to manage TLS and non-TLS certificates and secrets was primarily accessed through the CLI using the namespace ibmcloud ks ingress secret.

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Data Professional Introspective: Conducting a DCAM Assessment

TDAN

My company led a Data Management Assessment for a government agency this spring, using the Data Management Capability Assessment Model (DCAM), and delivered the final report at the end of May.

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Hard-earned advice for nurturing high-performing IT teams

CIO Business Intelligence

We talk a lot in the IT press about maximizing the benefits of software, hardware, and emerging technologies to create business value. What we don’t spend enough time on is discussing how we can maximize the value of our most precious resource: our people. The care and retention of IT staff should be viewed as the most pressing job of IT management.

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Raw Data as the Precursor to Everything Data

TDAN

The world revolves around data. Just about any important decision organizations make depends on the data they have. Data helps organizations mitigate risks, plan marketing campaigns, devise research-backed strategies, and tons more. But a resource this valuable has rather humble, or jumbled, beginnings. What is Raw Data? Raw data is the primary form of data.

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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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Measuring Validity and Reliability of Human Ratings

The Unofficial Google Data Science Blog

by MICHAEL QUINN, JEREMY MILES, KA WONG As data scientists, we often encounter situations in which human judgment provides the ground truth. But humans often disagree, and groups of humans may disagree with each other systematically (say, experts versus laypeople). E ven after we account for disagreement, human ratings may not measure exactly what we want to measure.

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All in the Data: Becoming a CDO When There is No Role

TDAN

I work with a lot of organizations that do not (yet) have a person in the role of Chief Data Officer (CDO) or Chief Data and Analytics Officer (CDAO). I also work with a significant number of people in these organizations who have the desire to be elevated into one of these roles.

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How Buchanan Technologies leveraged ESM to improve quality of service across lines of business

CIO Business Intelligence

Buchanan Technologies has provided help desk support and managed services to enterprises across the U.S. and Canada since 1988. The company has experienced rapid growth in recent years, swelling to more than 850 employees. From IT help desk to cloud transformation and cybersecurity, Buchanan has earned a reputation for flexible, personalized service that provides strong technical expertise with a human touch.

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Challenges, Tools and Outlook

BI-Survey

ESG reporting is often a very disruptive process and the typical motivation for doing it is not only driven by regulatory requirements. It has become an important instrument for companies seeking to maintain a good image with their customers, employees and business partners. Typically, companies refer to more than one ESG framework in their reporting and far exceed the required minimum scope.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.