Sat.Aug 03, 2024 - Fri.Aug 09, 2024

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Gemma Scope: Google’s Microscope for Peering into AI’s Thought Process

Analytics Vidhya

Introduction In Artificial Intelligence, Understanding the underlying workings of language models has proven to be significant and difficult. Google has made a significant step forward in tackling this issue by releasing Gemma Scope, a comprehensive package of tools to assist researchers in peering inside the “black box” of AI language models.

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Aware of what tech debt costs them, CIOs still can’t make it an IT priority

CIO Business Intelligence

It’s among CIOs’ most persistent and underdiscussed challenges: embracing innovative technologies without losing sight of mounting — and potentially crippling — technical debt. Tech debt can take many forms — old applications, bloated code, and aging hardware among them — and while the issue often takes a back seat to innovation and new technology, it is on the minds of a lot of CIOs.

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7 AI Portfolio Projects to Boost the Resume

KDnuggets

Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.

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Podcast: The Data Engineering Podcast With Tobias Macy

DataKitchen

Summary In this episode of the Data Engineering Podcast, host Tobias Macey welcomes back Chris Berg, CEO of DataKitchen, to discuss his ongoing mission to…

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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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Build a real-time analytics solution with Apache Pinot on AWS

AWS Big Data

Online Analytical Processing (OLAP) is crucial in modern data-driven apps, acting as an abstraction layer connecting raw data to users for efficient analysis. It organizes data into user-friendly structures, aligning with shared business definitions, ensuring users can analyze data with ease despite changes. OLAP combines data from various data sources and aggregates and groups them as business terms and KPIs.

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AI Is Now A Core Capability Of BI Platforms

Boris Evelson

Scientists estimate that insects account for 80% of all animal life on Earth. It’s no wonder you can’t walk even one foot into a forest without stepping on something crawling or being overwhelmed with buzzing and biting insects.

More Trending

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Chart Snapshot: Cycle Plots

The Data Visualisation Catalogue

Also known as a Seasonal Subseries Plot or Monthplot. A Cycle Plot is used to visualise and analyse seasonal patterns within time series data. They allow for the extraction and display of data for each season separately to help compare small units of time (such as weeks or months) across a larger time frame. This helps to provide insights into how seasonal patterns manifest over time and if there are any major changes across the seasons.

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10 Things High-Performing GenAI Leaders Do

Dataiku

This article was written by Mark Palmer, host of Executive Programs for Dataiku. Mark is a data and AI industry analyst for Warburg Pincus and a board member for six AI, data management, and data science companies. Time Magazine named him “A Tech Pioneer Who Will Change Your Life.” Mark is a LinkedIn Top Voice in Data Analytics.

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Reviewing ISO 55013 – Guidance on the management of data assets

Anmut

ISO guidance for the management of data assets In July 2024, the International Standards Organisation released standard ISO 55013 – “Asset management — Guidance on the management of data assets” Part of the ISO 55000 series, which focuses on asset management in general, ISO 55013 concentrates specifically on the management of data assets.

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How to Enroll for 5 Days ISRO AI Free Courses?

Analytics Vidhya

Introduction As someone deeply passionate about the intersection of technology and education, I am thrilled to share that the Indian Space Research Organisation (ISRO) is offering an incredible opportunity for students interested in artificial intelligence (AI) and machine learning (ML). From August 19 to 23, ISRO will conduct a free, comprehensive online course designed to […] The post How to Enroll for 5 Days ISRO AI Free Courses?

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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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Podcast: DataOps, Observability, and The Cure for Data Team Blues on DataTalks.Club

DataKitchen

Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

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Four generative AI use cases for businesses

CIO Business Intelligence

As business leaders look to harness AI to meet business needs, generative AI has become an invaluable tool to gain a competitive edge. This breakthrough technology can comprehend and communicate in natural language, aiding the creation of personalized customer interactions and immersive virtual experiences while supplementing employee capabilities. What sets generative AI apart from traditional AI is not just the ability to generate new data from existing patterns.

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Optimizing Your LLM for Performance and Scalability

KDnuggets

Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.

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Future of Data Analyst

Analytics Vidhya

Introduction Envision a reality where data is not just an array of figures but a tool that serves as the blueprint for all management decisions. In this ever-changing environment, the data analyst becomes crucial. They convert raw data into usable analysis. This analysis can be used to optimize organizational strategy and processes. As technology progresses […] The post Future of Data Analyst appeared first on Analytics Vidhya.

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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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DataKitchen’s Data Quality TestGen found 18 potential data quality issues in a few minutes (including install time)!

DataKitchen

DataKitchen’s Data Quality TestGen found 18 potential data quality issues in a few minutes (including install time) on data.boston.gov building permit data! Imagine a free tool that you can point at any dataset and find actionable data quality issues immediately! It sure beats having your data consumers tell you about problems they find when you are trying to enjoy your weekend.

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How to get gen AI spend under control

CIO Business Intelligence

There’s no end in sight to the gen AI boom. Every week, we see new advances in the technology, new use cases, and new fears of AI overwhelming humanity or, at least, some industries. Experts predict radical realignments and the emergence of new industrial superpowers, similar to what we saw during the dot-com transition. Some companies, with their very survival at stake, are willing to spend any amount of money in order to stay relevant.

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How AppsFlyer modernized their interactive workload by moving to Amazon Athena and saved 80% of costs

AWS Big Data

This post is co-written with Nofar Diamant and Matan Safri from AppsFlyer. AppsFlyer develops a leading measurement solution focused on privacy, which enables marketers to gauge the effectiveness of their marketing activities and integrates them with the broader marketing world, managing a vast volume of 100 billion events every day. AppsFlyer empowers digital marketers to precisely identify and allocate credit to the various consumer interactions that lead up to an app installation, utilizing i

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A Guide to Locking Cells and Securing Your Data in Excel

Analytics Vidhya

Introduction Have you ever spent hours perfecting a spreadsheet, only to worry that someone else might unintentionally (or intentionally!) mess with your carefully crafted data? I’ve been there, and it’s not a fun place to be. Excel is an incredibly powerful tool that many of us rely on for everything from simple lists to complex […] The post A Guide to Locking Cells and Securing Your Data in Excel appeared first on Analytics Vidhya.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Podcast: Joe Reis Data Engineering

DataKitchen

Chris Bergh joins me to chat about all things DataOps. We also discuss lean, removing waste from data processes and teams, and much more.

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Five generative AI tips for every business leader

CIO Business Intelligence

Generative AI gives organizations the unique ability to glean fresh insights from existing data and produce results that go beyond the original input. Companies eager to harness these benefits can leverage ready-made, budget-friendly models and customize them with proprietary business data to quickly tap into the power of AI. The right generative AI solutions can unlock a world of opportunities for business leaders aiming to increase efficiency, drive productivity, and boost performance.

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Introducing AWS Glue Data Quality anomaly detection

AWS Big Data

Thousands of organizations build data integration pipelines to extract and transform data. They establish data quality rules to ensure the extracted data is of high quality for accurate business decisions. These rules commonly assess the data based on fixed criteria reflecting the current business state. However, when the business environment changes, data properties shift, rendering these fixed criteria outdated and causing poor data quality.

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Meta’s SAM-2: The Future of Real-Time Visual Segmentation

Analytics Vidhya

Introduction Meta has once again redefined the limits of artificial intelligence with the launch of the Segment Anything Model 2 (SAM-2). This groundbreaking advancement in computer vision takes the impressive capabilities of its predecessor, SAM, to the next level. SAM-2 revolutionizes real-time image and video segmentation, precisely identifying and segmenting objects.

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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.

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3 Ways of Building Python Projects using GPT-4o

KDnuggets

Learn about essential AI tools that can help you develop Python projects faster and with fewer bugs using natural language.

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Making the gen AI and data connection work

CIO Business Intelligence

With all the hype surrounding gen AI, it’s no surprise it’s a dominating AI solution for companies, according to a Gartner survey released in May. Twenty-nine percent of 644 executives at companies in the US, Germany, and the UK said they were already using gen AI, and it was more widespread than other AI-related technologies, such as optimization algorithms, rule-based systems, natural language processing, and other types of ML.

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Migrate Amazon Redshift from DC2 to RA3 to accommodate increasing data volumes and analytics demands

AWS Big Data

This is a guest post by Valdiney Gomes, Hélio Leal, Flávia Lima, and Fernando Saga from Dafiti. As businesses strive to make informed decisions, the amount of data being generated and required for analysis is growing exponentially. This trend is no exception for Dafiti , an ecommerce company that recognizes the importance of using data to drive strategic decision-making processes.

Data Lake 101
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Guide to Read and Write SQL Queries

Analytics Vidhya

Introduction Think about it like you’re solving a puzzle where each of those SQL queries is a part of the image and you are trying to get the complete picture out of it. Here are the practices described in this guide that teach you how to read and write SQL queries. Whether you are reading […] The post Guide to Read and Write SQL Queries appeared first on Analytics Vidhya.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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NumPy for Image Processing

KDnuggets

Start your journey into image processing with NumPy by learning how to import libraries, crop images, rotate and flip images, and more.

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CIO Think Tank: AI-native networking

CIO Business Intelligence

A rtificial intelligence (AI) is the fastest-evolving, fastest-adopted enterprise technology — possibly ever. But how will it change IT operations and what’s needed to support the next generation of AI and machine learning applications? Those are the questions explored in virtual CIO Think Tank roundtables held in April and May 2024. IT leaders from a variety of industries took part in two lively panel discussions, identifying AI’s potential use cases and demands ; hurdles for enterprise adoptio

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How Amazon GTTS runs large-scale ETL jobs on AWS using Amazon MWAA

AWS Big Data

The Amazon Global Transportation Technology Services (GTTS) team owns a set of products called INSITE (Insights Into Transportation Everywhere). These products are user-facing applications that solve specific business problems across different transportation domains: network topology management, capacity management, and network monitoring. As of this writing, GTTS serves around 10,000 customers globally on a monthly basis, managing the outbound transportation network.

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Rank Function in SQL

Analytics Vidhya

Introduction Imagine you have a list of employees of your company’s sales department and you have to assign the best salespersons. Again, since there are thousands of transactions and numerous factors to consider, the task of sorting and ranking the data through traditional simple methods is a hectic. Gather ranking functions of SQL which are […] The post Rank Function in SQL appeared first on Analytics Vidhya.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.