Tue.Dec 12, 2023

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Data+AI Summit 2023, retrospective part 2

Waitingforcode

One week later than initially announced, but here it is, the second part for Data+AI Summit 2023 retrospective. I don't know how, but I managed to include some streaming-related talks here too!

Data 130
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Making Flink Serverless, With Queries for Less Than a Penny

Confluent

Dive into the serverless architecture of Confluent Cloud for Apache Flink and explore its benefits like reduced infrastructure costs, increased reliability, & seamless adoption.

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Unapologetically Technical Episode 7 – Stephane Derosiaux

Jesse Anderson

What better year to start the Christmas season than to drop a new episode of Unapologetically Technical! In this episode, I interview Stephane Derosiaux from Conduktor. We talk about his time evolving architectures and creating real-time systems at Auchan (grocery) and Adeo/Leroy Merlin (Home Improvement). We discuss the issues of British food and how to find good food in London.

Food 100
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5 Tools to Help Build Your LLM Apps

KDnuggets

Whether you're a seasoned ML engineer or a new LLM developer, these tools will help you get more productive and accelerate the development and deployment of your AI projects.

Building 120
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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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Real-Time Field Service Optimization

Confluent

Telcos use Confluent with event-driven microservices to enable real-time communications with 3rd-party field service providers, fulfilling customer service requests more efficiently.

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Lakehouse Monitoring: A Unified Solution for Quality of Data and AI

databricks

Introduction Databricks Lakehouse Monitoring allows you to monitor all your data pipelines – from data to features to ML models – without additional too.

More Trending

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Strategies for Optimizing Performance and Costs When Using Large Language Models in the Cloud

KDnuggets

There are many cases where your LLM underperforms and costs you too much in the cloud platform. Simple strategies help you avoid that.

Cloud 94
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Layout sandwich

ArcGIS

How to make a layout sandwich with two synchronized map views, some masking, and some mischief.

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Privacy Preserving Single Post Analytics

LinkedIn Engineering

Authors: Ryan Rogers , Subbu Subramaniam , Lin Xu Contributors: Mark Cesar , Praveen Chaganlal , Jefferson Lai , Jennifer Li , Stephanie Chung , Margaret Taormina , Gavin Uathavikul , Laura Chen , Rahul Tandra , Siyao Sun , Vinyas Maddi , Shuai Zhang. Content creators post on LinkedIn with the goal of reaching and engaging specific audiences. Post analytics helps creators measure their post performance overall and with specific viewer demographics, so they can better understand what resonates an

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Delivering cost-effective data in real time with dbt and Databricks

databricks

As businesses grow, data volumes scale from GBs to TBs (or more), and latency demands go from hours to minutes (or less), making.

Data 92
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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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Black Friday 2023 Insights

Precisely

Classic Black Friday categories like Electronics, Sporting Goods, and Department Stores enjoyed a major traffic boost on the shopping holiday, but the retail category didn’t see much lift over last year’s traffic. Increased availability of online promotions and products throughout the holiday season led to more patient shopping behaviors. Set the Stage Black Friday is a bit different than it used to be.

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Striim’s Dynamic Duo: A Powerful Partnership with Yugabyte Redefines Data Management

Striim

Exciting news is on the horizon as Striim proudly announces its Technology Partnership with YugabyteDB, a collaboration set to reshape the landscape of data management. In this dynamic partnership, the fusion of Striim’s real-time data integration and streaming analytics capabilities with Yugabyte ‘s distributed SQL database, YugabyteDB, promises businesses unprecedented scalability, resilience, and global reach.

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How Synthetic Data Can Enhance Computer Vision

RandomTrees

Have you ever wondered about how synthetic data get used for computer vision in practice? Or maybe, how can we generate synthetic data to enhance computer vision? Synthetic data helps us better understand the object or scene getting observed. It’s also a prerequisite for building novel algorithms for computer vision systems, but this is just a general talk.

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Artificial Intelligence in Education: Learning and Examples

Edureka

Artificial Intelligence in education is being transformed by automating repetitive chores, personalizing learning experiences, and delivering insightful data on student performance. AI-powered solutions are being used by educational institutions more frequently in an effort to lower expenses, increase learning results, and give each student a customized learning experience.

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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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Personalizing the DoorDash Retail Store Page Experience

DoorDash Engineering

The DoorDash retail shopping experience mission seeks to combine the best parts of in-person shopping with the power of personalization. While shopping in a physical store has its advantages, a brick-and-mortar store cannot be personalized – the onus is on the consumer to navigate aisles to find what they need. Conversely, a digital shopping experience can be highly personalized.

Retail 92
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PMP Certification Cost in 2024? Full Breakdown of the Cost!

Edureka

The Project Management Institute (PMI) offers the PMP (Project Management Professional) certification, which is a crucial qualification for demonstrating project management proficiency. It provides a competitive edge across a range of industries by validating abilities, knowledge, and experience. A PMP certification shows a commitment to ongoing professional development and greatly improves one’s chances of landing a job by proving one is capable of managing and leading projects successful

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New Snowflake Features Released in September–November 2023

Snowflake

At our recent Snowday event, we announced a wave of Snowflake product innovations for easier application development, new AI and LLM capabilities, better cost management and more. If you missed the event or need a refresh of what was presented, watch any Snowday session on demand. Let’s dive into all new releases in September, October and November. Architecture Flexibility Iceberg Tables – public preview While many customers value the simplicity of fully managed storage and a single, mul

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Business Analyst Salary Based on Location, Skills and Industry

Edureka

A business analyst is a professional who assists in business processes, products, and services. They will analyze and evaluate the problem and opportunities to develop solutions through software data analysis for the organization to meet its objectives and maintain close relationships with stakeholders to meet the requirements. This comprehensive article delves into the factors influencing business analyst compensation, from industry trends and geographical variations to the impact of experience

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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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What Is Data Observability and Why You Need It?

Precisely

Experts estimate that the world is generating 2.5 quintillion exabytes of data every da y. That information resides in multiple systems, including legacy on-premises systems, cloud applications, and hybrid environments. It includes streaming data from smart devices and IoT sensors, mobile trace data, and more. Data is the fuel that feeds digital transformation.

IT 52
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Running demand forecasting machine learning models at scale

Picnic Engineering

Forecasting at Picnic Picnic is proud to deliver groceries to our customer’s doorstep in a sustainable manner and with great service. Using data science, we keep our customers happy and at the same time prevent food waste. The ability to predict customer demand accurately is a critical factor in reducing waste and ensuring customer satisfaction. At Picnic, we track the latest machine learning developments to ensure the best possible demand forecasting.

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Evolution in ETL: How Skipping Transformation Enhances Data Management

KDnuggets

This article provides an overview of two new data preparation techniques that enable data democratization while minimizing transformation burdens.

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Amazon PartyRock: A Playground for Generative AI Enthusiasts

Workfall

Reading Time: 5 minutes In a groundbreaking move, AWS has recently introduced PartyRock, an Amazon Bedrock Playground, designed to make generative AI app-building both fun and intuitive. This hands-on playground empowers users to create a variety of apps with just a few simple steps, opening doors to explore the vast realm of generative AI. In Part 2 of this blog, we will do step-by-step implementation on how to build AI apps with Amazon PartyRock and Amazon Bedrock.

AWS 86
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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.