Thu.May 25, 2023

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Getting Started with Data Version Control (DVC)

Analytics Vidhya

Introduction If you are reading this blog, you might have been familiar with what Git is and how it has been an integral part of software development. Similarly, Data Version Control (DVC) is an open-source, Git-based version management for Machine Learning development that instills best practices across the teams. A system called data version control manages and […] The post Getting Started with Data Version Control (DVC) appeared first on Analytics Vidhya.

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A Deep Dive into GPT Models: Evolution & Performance Comparison

KDnuggets

The blog focuses on GPT models, providing an in-depth understanding and analysis. It explains the three main components of GPT models: generative, pre-trained, and transformers.

Modeling 122
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Trending Sources

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Opera Ads AI Sidepanel to Compete with Edge

Analytics Vidhya

As the world gravitates towards a more digital era, users always seek more innovative advanced technology. Opera Software has taken notice of this trend and decided to step up its game by introducing an AI side panel to its browser. The new feature is designed to compete with Microsoft Edge’s existing AI side panel and […] The post Opera Ads AI Sidepanel to Compete with Edge appeared first on Analytics Vidhya.

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IBM Consulting unveils Center of Excellence for generative AI

IBM Big Data Hub

IBM Consulting has established a Center of Excellence for generative AI. It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. The Center of Excellence (CoE) already has more than 1,000 consultants with specialized generative AI expertise that are engaging with a global set of clients to drive productivity in IT operations and core business processes like H

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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.

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Infosys Launches ‘Responsible by Design’ AI Platform Topaz for Businesses

Analytics Vidhya

Infosys is India’s second-largest IT services company. It has launched an AI-first set of services, solutions, and platforms called Topaz using Generative Artificial Intelligence technologies. The AI platform for business uses Infosys applied AI framework to build an AI-first core that empowers people to deliver cognitive solutions. The ‘responsible by design’ approach ensures uncompromising ethics, […] The post Infosys Launches ‘Responsible by Design’ AI Platform Topaz f

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Comprehensive Guide to Cloud Native Security: Protecting Your Data in the Cloud Era

Laminar Security

Introduction The shift to cloud computing has revolutionized the way businesses operate, enabling them to leverage the benefits of on-demand computing power, storage, and software services. Cloud computing has brought about numerous benefits such as improved scalability, flexibility, and reduced operational costs. However, without rethinking your security and controls, these benefits can come with an increased risk of cyber attacks, data breaches, and other security threats.

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United Airlines CISO Deneen DeFiore on elevating cyber’s value to the business

CIO Business Intelligence

Deneen DeFiore is a Hall of Fame technology executive who currently serves as vice president and chief information security officer at United Airlines, where she leads the cybersecurity and digital risk organization to ensure the company is prepared to prevent, detect, and respond to evolving cyber threats. She also leads initiatives on commercial aviation cyber safety risk and improving cyber resilience across the global aviation ecosystem.

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Unleashing the Power of Autoencoders: Applications and Use Cases

Analytics Vidhya

Introduction Extracting important insights from complicated datasets is the key to success in the era of data-driven decision-making. Enter autoencoders, deep learning‘s hidden heroes. These interesting neural networks can compress, reconstruct, and extract important information from data. Autoencoders have transformed the field of machine learning by revealing hidden patterns, lowering dimensionality, identifying abnormalities, and even […] The post Unleashing the Power of Autoencod

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Alteryx works in generative AI for speedy analytics results

CIO Business Intelligence

Analytics and data science vendor Alteryx is rolling ChatGPT and home-grown AI expertise into some of its core modules, with the aim of generating targeted, detailed reports at high speed. Alteryx’s AiDIN engine will power three new features, according to a company announcement Wednesday. The first, dubbed Magic Documents, applies AI to Alteryx’s Auto Insights feature, creating contextualized data visualizations in several forms, including PowerPoint, email and more.

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How is AI Powering the Future of Sports?

Analytics Vidhya

Introduction We will probably never stop chanting Michael Jordan, nor will this world forget the evergreen Ronaldo vs Messi debate. But hello, fans! We can not imagine a sports industry without artificial intelligence, especially today! We’ve got a league of examples to admit that. FIFA announced Goal-Line Technology (GLT) in FIFA World Cup 2012 Japan […] The post How is AI Powering the Future of Sports?

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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8 Crucial Tips to Help SMEs Guard Against Data Breaches

Smart Data Collective

With the ever-increasing number of cyber-attacks, small businesses must take steps to prevent data breaches. Data security is essential for any business, regardless of size. Small businesses are particularly vulnerable to data breaches as they often lack the resources and expertise to protect their data from malicious actors. Fortunately, there are a number of measures that small businesses can take to protect their sensitive information from unauthorized access.

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OpenAI Veterans’ Anthropic Startup Raises $450M to Compete with OpenAI

Analytics Vidhya

Anthropic is a generative AI startup co-founded by OpenAI veterans to compete with OpenAI. Anthropic has raised $450 million in a Series C funding round. The funding was led by Spark Capital and had participation from several tech giants, including Google, Salesforce, Zoom, Sound Ventures, and Menlo Ventures. With this new funding tranche, Anthropic’s total […] The post OpenAI Veterans’ Anthropic Startup Raises $450M to Compete with OpenAI appeared first on Analytics Vidhya.

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Data Ethics: Safeguarding Privacy and Ensuring Responsible Data Practices

Smart Data Collective

We live in a digital age, where data is the new currency. Every day, a massive amount of information is generated, processed, and stored, and it is critical for everyone who offers their services online to prioritize privacy and ensure responsible data practices. No matter whether you provide educational software development services or sell smartphones in a Shopify store, you’re likely dealing with lots of customer data—and if you’re not responsible with that, you will ruin customer trust and t

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Developing Conference Registration Chatbot Using Microsoft Bot Framework

Analytics Vidhya

Introduction Chatbots are becoming more popular nowadays with the release of ChatGPT, Google Bard, etc. ChatGPT is an etc. AI chatbot developed by Open AI that can write articles, give answers to questions, compose essays, etc. A chatbot is an application program that simulates human conversation and replies to users based on the data and rules on […] The post Developing Conference Registration Chatbot Using Microsoft Bot Framework appeared first on Analytics Vidhya.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Automate alerting and reporting for AWS Glue job resource usage

AWS Big Data

Data transformation plays a pivotal role in providing the necessary data insights for businesses in any organization, small and large. To gain these insights, customers often perform ETL (extract, transform, and load) jobs from their source systems and output an enriched dataset. Many organizations today are using AWS Glue to build ETL pipelines that bring data from disparate sources and store the data in repositories like a data lake, database, or data warehouse for further consumption.

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12 VSCode Tips and Tricks for Python Development

KDnuggets

Simple tips on doing less and achieving more from VSCode.

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Reflections on the Knowledge Graph Conference 2023

Ontotext

The Knowledge Graph Conference (KGC) has proved to be a must-attend event for all graph enthusiasts. Held from May 8-12 at Cornell Tech in New York, the conference brought together a vibrant community of experts, practitioners and vendors in the graph and semantic tech space. The event attracts individuals interested in graph technology, machine learning and natural language processes in numerous verticals, including publishing, government, financial services, manufacturing and retail.

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With the new financial year looming, now is a good time to review your Microsoft 365 licenses

CIO Business Intelligence

Microsoft 365 is the productivity engine at the heart of many SMB businesses across Australia. Having the right licenses for the applications the business needs are critical. Licensing can sometimes be complex to understand, however, which is why SMBs should make sure they’re sourcing their licenses from the right places. Having a trustworthy and proven location to source Microsoft licenses, such as the Lenovo Pro Small Business Store, SMBs can efficiently stay on top of their Microsoft licensin

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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FanRuan Recognized as an Honorable Mention in the 2023 Gartner Magic Quadrant for Analytics and Business Intelligence Platforms

FineReport

Recently, Gartner released the 2023 Magic Quadrant for Analytics and Business Intelligence Platforms , which highlights the latest trends in BI development and future market demands. Based on this, the report defines the 12 key areas of functionality for modern analytics and business intelligence platforms, and selects vendors from around the world to be included in the Magic Quadrant.

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L’AI Act tra innovazione e tutela dei consumatori

CIO Business Intelligence

Gli eurodeputati del Parlamento europeo hanno approvato una prima bozza del regolamento sull’uso dell’IA. Con questo passaggio, l’ AI Act [in tedesco] compie un importante nuovo passo, prima di essere discussa ed elaborata dai singoli Stati membri. Alla fine del percorso, prenderanno forma diverse leggi applicabili in tutta l’UE destinate a regolamentare l’utilizzo delle tecnologie di IA, quali ChatGPT [in tedesco].

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Supply Chain Transparency With Dataiku's Commodity Deforestation Tracker

Dataiku

Thanks in part to the Convention on Biological Diversity (CBD) — an international treaty adopted in 1992 aimed at conserving biodiversity — biodiversity is finally having its spotlight moment. Why you may ask? It’s not, disappointingly, that polar bears’ are crushing it on TikTok, but rather as a result of ever more granular/insightful data-driven climate models demonstrating the colossal cost of biodiversity’s collapse to businesses and the economy.

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How hackable are automated coding assessments?

Data Science and Beyond

Exploring the hackability of speed-based coding tests, using CodeSignal’s Industry Coding Framework as a case study.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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HR Dashboard: Everything You Need To Know

FineReport

An HR dashboard functions as an advanced analytics tool that utilizes interactive data visualizations to present crucial HR metrics. Its primary objective is to enhance the HR department’s recruitment processes, optimize workplace management, and improve overall employee performance. Similar to various other business departments, human resources is gradually transforming into a data-centric function.

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The five key benefits of AIOps and automation

IBM Big Data Hub

If you’re an IT professional—from the C-suite to a hands-on practitioner—you know the pressure your IT operations (ITOps) are under. You’re responsible for optimizing spend, operational efficiency and incorporating new and innovative technologies. But are your tools slowing you down? Coined by research firm Gartner, AIOps is artificial intelligence for IT operations.

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OpenAI Explores Wikipedia-like Model to Democratize AI Decision-Making

Analytics Vidhya

OpenAI, the creator of ChatGPT, is exploring ways to gather broad input on decisions impacting its artificial intelligence. The company’s president, Greg Brockman, revealed his plans at the AI Forward event in San Francisco. He stated that OpenAI is exploring a Wikipedia-like Model to democratize AI decision-making. The event was hosted by Goldman Sachs Group […] The post OpenAI Explores Wikipedia-like Model to Democratize AI Decision-Making appeared first on Analytics Vidhya.

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Defontana provides business administration solutions to Latin American customers using Amazon QuickSight

AWS Big Data

This is a guest post by Cynthia Valeriano, Jaime Olivares, and Guillermo Puelles from DeFontana. Defontana develops fully cloud-based business applications for the administration and management of companies. Based in Santiago, Chile, with operations in Peru, Mexico, and most recently Colombia, our main product is a 100% cloud-based enterprise resource planning (ERP) system that has been providing value to our business customers for about 20 years.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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How Technology Helps CFOs Make Lightning-Fast Finance Decisions

Jet Global

insightsoftware recently hosted a webinar on the topic of “ The Office of the CFO – A New Era: Decision Making at the Speed of Light ”. We were delighted to be joined by our client, Savings Bank Life Insurance (SBLI), to discuss the evolution of The Office of the CFO and how technology can support better decision making. We asked Jeff Donahue, Vice President and Controller at SBLI, how the Office of the CFO can leverage technology to improve financial reporting, “A lot of it comes down to data –

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