Sat.Mar 30, 2024 - Fri.Apr 05, 2024

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Data News — Week 24.14

Christophe Blefari

Lost between ideas ( credits ) Hey, new Data News edition. I hope you will enjoy this week selection after skipping last week one. I was a bit overwhelmed with the amount of tasks I had on the desk—and I'm still. But here we are. Before jumping to the news, I want to let you know that I have improved the Recommendations page and the weekly emails with the recommendation should arrive soon.

SQL 130
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Adding Anomaly Detection And Observability To Your dbt Projects Is Elementary

Data Engineering Podcast

Summary Working with data is a complicated process, with numerous chances for something to go wrong. Identifying and accounting for those errors is a critical piece of building trust in the organization that your data is accurate and up to date. While there are numerous products available to provide that visibility, they all have different technologies and workflows that they focus on.

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10 GitHub Repositories to Master Computer Science

KDnuggets

These GitHub repositories provide valuable resources for mastering computer science, including comprehensive roadmaps, free books and courses, tutorials, and hands-on coding exercises to help you gain the skills and knowledge necessary to thrive in the ever-evolving field of technology.

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Rolling history logs in Spark History UI

Waitingforcode

Stream processing is great but it brings some gotchas that are not obvious. Logs are one of them.

Process 130
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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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Bidirectional Data Sharing Between Snowflake and Salesforce Data Cloud Is Now Generally Available 

Snowflake

Snowflake and Salesforce are happy to share that bidirectional data sharing between Snowflake, the Data Cloud company and Salesforce Data Cloud is now generally available. In September, we proudly announced that organizations could begin leveraging Salesforce data directly in Snowflake via zero-ETL data sharing to unify their customer and business data, accelerate decision-making and help streamline business processes.

Cloud 117
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FedRAMP In Process Designation, A Milestone in Cybersecurity Commitment

Cloudera

It’s been said that the Federal Government is one of, if not the largest, producer of data in the United States, and this data is at the heart of mission delivery for agencies across the civilian to DoD spectrum. Data is critical to driving the innovation and decision-making that improves services, streamlines operations and strengthens national security.

Designing 101

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INFOGRAPHIC : The Power of Planning and Estimating in Agile

Knowledge Hut

Estimating and planning is an important aspect of the Agile methodology. Every plan will help in building a platform to develop a project and estimation will help in filling the gap and remove the hindrances in the software development process. The Agile Methodology roughly provides an idea of how a project manager can plan and estimate to make project success.

Project 98
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Snowflake Ventures Invests in Coalesce to Enable Simplified Data Transformation Development and Management Natively on the Data Cloud

Snowflake

Data transformation is the process of converting data from one format to another, the “T” in ELT, or extract, load, transform, which enables organizations to get their data analytics-ready and derive insights and value from it. As companies collect more data, from disparate sources and in disparate formats, building and managing transformations has become exponentially more complex and time-consuming.

Cloud 108
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Deploying Third-party models securely with the Databricks Data Intelligence Platform and HiddenLayer Model Scanner

databricks

Introduction The ability for organizations to adopt machine learning, AI, and large language models (LLMs) has accelerated in recent years thanks to the.

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5 Data Analyst Projects to Land a Job in 2024

KDnuggets

Here’s how to stand out from the competition, impress employers, and get a job in data analytics.

Project 137
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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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Real-Time Pharmaceutical Authorization

Confluent

Use Confluent data streaming platform to enable real-time pharmaceutical approvals – with healthcare compliance, improved patient safety, and automation for greater efficiency and cost savings.

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Data Engineering Weekly #165

Data Engineering Weekly

Intuit: How Intuit data analysts write SQL 2x faster with the internal GenAI tool The productivity increase with GenAI is undeniable, and several startups are trying to solve the Text2SQL generation problem. Intuit wrote an exciting article about what it learned from rolling out the internal GenAI tool. My key highlight is that Excellent data documentation and “clean data” improve results.

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Unity Catalog Governance in Action: Monitoring, Reporting, and Lineage

databricks

Databricks Unity Catalog ("UC") provides a single unified governance solution for all of a company's data and AI assets across clouds and data.

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The Rise of Chief AI Officer

KDnuggets

The C-suite of business, technology, and data executives sees a new addition – the CAIO (Chief AI Officer). But what does this role mean for the organizations? Let’s find out!

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Confluent Named a Leader in two IDC MarketScape Reports

Confluent

Learn why Confluent was named a Leader in the analytic stream processing and event brokering software markets. We believe we innovate every industry with real-time stream processing and analytics, cloud-native Apache Kafka®, and robust developer tooling.

Kafka 64
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Leverage Google Gemini on ThoughtSpot AI-Powered Analytics

ThoughtSpot

Over the past couple of years, ThoughtSpot and Google have collaborated on a series of seamless user experiences—enabling deployments on Google Cloud Platform, creating the ability to live query entire Google BigQuery analytics catalogs, and integrating key Looker Modeling functionality just to name a few. This type of co-innovation helps mutual customers get the most value out of their data.

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Precisely Women in Technology: Meet Ewelina Rauer

Precisely

The Precisely Women in Technology (PWIT) network was first established to bring the women of Precisely together to create more opportunities for learning and engagement. Throughout the years, the program has grown, and it now provides mentorship opportunities, a book club, networking events, and more. Each month, a woman from the program is featured to share more about her experience as a woman in tech, her career journey, and the advice she has for other women navigating the same industry.

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A Beginner’s Guide to the Top 10 Machine Learning Algorithms

KDnuggets

Data science’s essence lies in machine learning algorithms. Here are ten algorithms that are a great introduction to machine learning for any beginner!

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Navigating Your Data Platform’s Growing Pains: A Path from Data Mess to Data Mesh

Towards Data Science

A set of strategies and guiding principles to effectively scale your data platform while maximizing its business impact.

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Carbon Emissions of End-User Devices: Part One - SWD Method by David Rees

Scott Logic

Introduction This series of blog posts discusses the methods of estimating carbon emissions of end-user devices. Specifically, this looks at web user interfaces, such as websites and web applications, and the devices we use to access them. After intending to write a single blog post, the research journey prompted me to reconsider how to present this to an audience.

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Data Governance Trends für 2024

Precisely

In der hochdigitalisierten Welt von heute sind Daten ein strategisches Gut. Es reicht nicht mehr aus, den Wert Ihrer Daten opportunistisch zu nutzen. Um wettbewerbsfähig zu bleiben, müssen Sie proaktiv und systematisch nach neuen Wegen suchen, um Daten zu Ihrem Vorteil zu nutzen. Auch wenn der Wert von Daten einen neuen Höchststand erreicht, haben sich die grundlegenden Regeln für datengestützte Entscheidungsfindung nicht geändert.

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5 AI Courses From Google to Advance Your Career

KDnuggets

Start your AI journey today with these courses from Google.

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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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Guide To Testing in DevOps: Concepts, Best Practices & More

Knowledge Hut

In today's competitive software development environment, DevOps enables smooth interaction and cooperation between development and operations teams. The two groups collaborate in DevOps, sharing responsibilities to achieve their primary objective: frequent & faster delivery of rising software that meets customers changing needs. DevOps practices in collaboration with relevant tools and techniques, motivate organizations to complete tasks as effectively as possible.

Coding 52
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What is Data Reconciliation? Everything to Know

Hevo

Data reconciliation is the process of comparing data from different systems or sources to identify and fix discrepancies. The goal is to ensure that the information is accurate and up-to-date. If there are mismatches, data reconciliation helps find the root cause and rectifies them.

Data 52
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Will It Automate? Accessibility Testing by Will McKenzie

Scott Logic

I’m sure we’ve all been there, you’ve completed all your features, testers and product owners have signed them off, all critical bugs are resolved and you’re ready for production. You’ve even passed PEN testing! There’s just one last hurdle you’ve got to overcome: accessibility testing. It should be fine, right? You added alt text to your images and linked your labels with your inputs, you’ve got it covered… and then the report comes back.

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Distribute and Run LLMs with llamafile in 5 Simple Steps

KDnuggets

Do you want to know how to run LLMs on your computer without installing a lot of dependencies or writing code? Well, you're in luck! By the end of this tutorial, you will have successfully run an LLM using llamafile and interacted with it through a user-friendly interface.

Coding 97
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Business Intelligence 101: How To Make The Best Solution Decision For Your Organization

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Microsoft Software Engineer Resume for 2024 [Example & Template]

Knowledge Hut

The demand for software engineers has been high in the past decade. This means that plenty of opportunities are available for professionals with efficient skills. As someone who specializes in software engineering, I think you need to create the best resume before you can apply for these job roles. This is especially relevant when applying to globally renowned technology companies like Microsoft.

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Best Data Reconciliation Tools: Complete Guide

Hevo

Data reconciliation is essential for financial accuracy, but it can be tedious. Data reconciliation is a process where datasets are compared and matched to ensure accuracy and consistency. The process involves identifying discrepancies in the data and resolving them proactively to prevent an impact on the outcomes.

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Transforming Application Integration for BigQuery with Striim: The HubSpot Connector

Striim

Enterprises in the U.S. deploy an average of 105 applications , with new applications continuously being adopted. This explosion in cloud application use has led to significant challenges in data integration and the delivery of insightful data to stakeholders. Recognizing these challenges, Striim, a leader in real time intelligence for AI and change data capture (CDC) from databases, has introduced a comprehensive solution: Striim Cloud for Application Integration.

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The Only Interview Prep Course You Need for Deep Learning

KDnuggets

Dive into the 50 most popular deep-learning questions to get you ready for your interview.

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Driving Responsible Innovation: How to Navigate AI Governance & Data Privacy

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.