Sat.Jul 01, 2023 - Fri.Jul 07, 2023

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Top 9 Considerations for Enterprise AI

Rocket-Powered Data Science

Artificial intelligence (AI) is top of mind for executives, business leaders, investors, and most workplace employees everywhere. The impacts are expected to be large, deep, and wide across the enterprise, to have both short-term and long-term effects, to have significant potential to be a force both for good and for bad, and to be a continuing concern for all conscientious workers.

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Empowering Real-Time Insights with Website Monitoring Using Python

Analytics Vidhya

Introduction The purpose of this project is to develop a Python program that automates the process of monitoring and tracking changes across multiple websites. We aim to streamline the meticulous task of detecting and documenting modifications in web-based content by utilizing Python. This capability is invaluable for real-time news tracking, immediate product updates, and conducting […] The post Empowering Real-Time Insights with Website Monitoring Using Python appeared first on Analytics

Analytics 386
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Extract time series from satellite weather data with AWS Lambda

AWS Big Data

Extracting time series on given geographical coordinates from satellite or Numerical Weather Prediction data can be challenging because of the volume of data and of its multidimensional nature (time, latitude, longitude, height, multiple parameters). This type of processing can be found in weather and climate research, but also in applications like photovoltaic and wind power.

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Digital Transformation Delivers Business Benefits

CIO Business Intelligence

Virtually every organization worth its salt is involved in digital transformation, and those efforts are starting to pay dividends, according to F5’s 2023 State of Application Strategy Report. When respondents to F5’s survey of more than 1,000 IT leaders were asked to list the benefits of digital transformation, IT operational efficiency topped the list (cited by 66% of respondents), followed by business operational efficiency (49%), better alignment of IT with business outcomes (47%), employee

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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AI Readiness is Not an Option

Rocket-Powered Data Science

This year, artificial intelligence (AI) has become a major conversation centerpiece at home, in the park, at the gym, at work, everywhere. This is not entirely due to or related to ChatGPT and LLMs (large language models), though those have been the main drivers. The AI conversations, especially in technical circles, have focused intensively on generative AI, the creation of written content, images, videos, marketing copy, software code, speeches, and countless other things.

Strategy 153
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Falcon AI: The New Open Source Large Language Model

Analytics Vidhya

Introduction Ever since the launch of GPT (Generative Pre Trained) by Open AI, the world has been taken by storm by Generative AI. From that period on, many Generative Models have come into the picture. With each release of new Generative Large Language Models, AI kept on coming closer to Human Intelligence. However, the Open […] The post Falcon AI: The New Open Source Large Language Model appeared first on Analytics Vidhya.

Modeling 371

More Trending

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Data Journey First DataOps

DataKitchen

Data Journey First DataOps Putting Problems in Your Data Estate at the Forefront Welcome to the high-octane world of DataOps, a powerhouse that turbocharges data analytics development and management. This innovative approach merges the agility of Agile Development, the stability of DevOps, and the meticulousness of Statistical Process Controls, orchestrating a dynamic, enriched, and nimble data ecosystem that is truly remarkable.

Testing 130
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Generative AI – Chapter 1, Page 1

Rocket-Powered Data Science

Anyone who has been watching the AI space this year, even peripherally, will have noticed the flaming hot story of the year—ChatGPT and related chatbot applications. These AI applications are essentially deep machine learning models that are trained on hundreds of gigabytes of text and that can provide detailed, grammatically correct, and “mostly accurate” text responses to user inputs (questions, requests, or queries, which are called prompts).

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Beginner’s Guide to Build Your Own Large Language Models from Scratch

Analytics Vidhya

Introduction Be it twitter or Linkedin, I encounter numerous posts about Large Language Models(LLMs) each day. Perhaps I wondered why there’s such an incredible amount of research and development dedicated to these intriguing models. From ChatGPT to BARD, Falcon, and countless others, their names swirl around, leaving me eager to uncover their true nature.

Modeling 364
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Data Science Project of Rotten Tomatoes Movie Rating Prediction: Second Approach

KDnuggets

Predicting Movie Status Based on Review Sentiment.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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4 tips to improve employee experiences while maintaining security and governance

CIO Business Intelligence

Improving employee productivity and collaboration is a top business objective, according to the 2023 Foundry Digital Business Study. But delivering these productive employee experiences can be challenging, especially with an increasingly distributed workforce. As more individuals use browser-based apps to get their work done, IT leaders need to provide seamless access to corporate apps and tools while minimizing security risks.

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Backtesting index rebalancing arbitrage with Amazon EMR and Apache Iceberg

AWS Big Data

Backtesting is a process used in quantitative finance to evaluate trading strategies using historical data. This helps traders determine the potential profitability of a strategy and identify any risks associated with it, enabling them to optimize it for better performance. Index rebalancing arbitrage takes advantage of short-term price discrepancies resulting from ETF managers’ efforts to minimize index tracking error.

Snapshot 105
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How to Become a Data Analyst With No Experience?

Analytics Vidhya

Introduction Did you know that entry-level data analysts can earn up to $49,092 annually? In today’s data-driven world, data analytics careers span diverse industries, offering numerous pathways to enter this rapidly-growing field. Data is the primary decision-making tool for every organization. Analytics is an essential aspect of strategic planning across all sectors.

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How to Build a Streaming Semi-structured Analytics Platform on Snowflake

KDnuggets

Building a datalake for semi-structured data or json has always been challenging. Imagine if the json documents are streaming or continuously flowing from healthcare vendors then we need a robust modern architecture that can deal with such a high volume. At the same time analytics layer also needs to be created so as to generate value from it.

Analytics 127
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Key skills tech leaders need to secure a board seat

CIO Business Intelligence

Rona Bunn is CIO for the National Association of Corporate Directors (NACD), where she facilitates digital orchestration and leads information technology, data, and digital experience. A two-time Technology All-Star award recipient from Women of Color in STEM, Bunn previously served as CIO at the US Department of Commerce, International Trade Administration.

Risk 116
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Can AI Help with Disaster Preparation Technology?

Smart Data Collective

Last year, the World Meteorological Association reported that AI technology is playing an increasingly more important role in disaster management. It is easy to see why this is an important topic of conversation in 2023. Climate change, the pandemic and a number of other factors have caused the number of disasters to increase significantly in recent years.

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Unveiling Denoising Autoencoders

Analytics Vidhya

Introduction Denoising Autoencoders are neural network models that remove noise from corrupted or noisy data by learning to reconstruct the initial data from its noisy counterpart. We train the model to minimize the disparity between the original and reconstructed data. We can stack these autoencoders together to form deep networks, increasing their performance.

Modeling 361
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Unraveling the Power of Chain-of-Thought Prompting in Large Language Models

KDnuggets

This article delves into the concept of Chain-of-Thought (CoT) prompting, a technique that enhances the reasoning capabilities of large language models (LLMs). It discusses the principles behind CoT prompting, its application, and its impact on the performance of LLMs.

Modeling 122
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Marketing Operations in 2025: A New Framework for Success

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.

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13 go-to podcasts that inspire IT industry leaders today

CIO Business Intelligence

In today’s ever-changing technology landscape, it’s important for IT leaders of every stripe to not only keep abreast of current events and trends affecting the industry, but also know about focus areas and challenges of their upper management peers since the tech function is increasingly viewed as a strategic business partner to the C-suite. One of the best ways for CIOs and IT leaders to absorb information is by tuning in to tech and leadership podcasts.

IT 116
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Fascinating Ways AI Software Drives Electric Car Automation

Smart Data Collective

AI technology has led to some major breakthroughs in our modern lives. One of the biggest changes is that artificial intelligence is leading the trends towards autonomous vehicles. The National Association of Insurance Commissioners that there will be about 3.5 million driverless cars on the road by 2025. As the automotive industry continues to embrace AI technology and makes the shift towards electric mobility, a new wave of machine learning technology is transforming the way we drive.

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How to Become a Power BI Developer?

Analytics Vidhya

Among numerous available exciting career choices, Power BI developer is one of the intriguing career options among professionals. With data analysis, visualization, interpretation, and business intelligence skills, setting your foot and heading over others requires consistency, practice, and an innovative mindset. Multiple career growth options are available in the field with reasonably accurate salaries to […] The post How to Become a Power BI Developer?

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Overcoming Imbalanced Data Challenges in Real-World Scenarios

KDnuggets

Techniques to address imbalanced data in the context of classification, while keeping the data distribution in mind.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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4 key roles that define transformational IT leaders today

CIO Business Intelligence

In a world where nothing stays the same, the CIO role has evolved and changed — mainly for the better — as CIOs have gained greater visibility and importance. They are increasingly included in board-level discussions on cybersecurity and tech investments for organizational initiatives and are influencing decisions related to planning, strategy, implementation, and operations.

IT 115
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AI Facilitates Responsive Web Design Which Can Improve SEO

Smart Data Collective

Artificial intelligence can be very invaluable for businesses in all sectors. An estimated 70% of businesses report spending at least $1 million on AI technology. Companies that rely on having strong online presences depend on AI even more than traditional businesses. Have you ever visited a website on a mobile device, and not only did it take a fair while to load, but once it did everything looked awkward and out of place?

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Jobs That AI Can’t Replace

Analytics Vidhya

Introduction Whether you are a cybernaut or not, the chances are that you have heard the ‘jobs AI can’t replace’’ debate. About 85 million jobs globally are grappling with the risk of becoming obsolete at the hands of automation by 2025. Artificial intelligence is making such headlines by serving a new invention every now and […] The post Jobs That AI Can’t Replace appeared first on Analytics Vidhya.

Risk 328
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A Guide to Data Science Project Management Methodologies

KDnuggets

Project management can be one of the biggest challenges in data science projects. Learn how you can ensure your project management methods are down-packed and effective.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.

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What is Oracle’s generative AI strategy?

CIO Business Intelligence

While Microsoft, AWS, Google Cloud, and IBM have already released their generative AI offerings, rival Oracle has so far been largely quiet about its own strategy. Instead of launching a competing offering in a rush, the company is quietly preparing a three-tier approach. “Our tier strategy resembles a three-layer cake and each of these layers targets different enterprise customers depending on their needs,” said Karan Batta, vice president of Oracle Cloud Infrastructure (OCI).

Strategy 113
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How AI Can Improve Your Annotation Quality?

Smart Data Collective

We have mentioned that advances in Artificial intelligence have significantly changed the quality of images recently. AI has undoubtedly changed the quality of art as new tools like MidJourney become more popular. Of course, the proliferation of AI art has light to some confusion with intellectual property laws , but it has otherwise been a net positive.

Metrics 70
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Generative AI: Where Is the World Heading Towards?

Analytics Vidhya

Introduction In the ever-evolving world of technology, we are witnessing a rapid surge in the development and deployment of AI products. Over the past six months, established tech giants and ambitious startups have made significant strides in artificial intelligence. While companies like Microsoft and OpenAI have garnered much attention, it’s essential to recognize that they […] The post Generative AI: Where Is the World Heading Towards?

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Introduction to Safetensors

KDnuggets

Introducing a new tool that offers speed, efficiency, cross-platform compatibility, user-friendliness, and security for deep learning applications.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

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.