Tue.Jul 11, 2023

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Synthetic Data Platforms: Unlocking the Power of Generative AI for Structured Data

KDnuggets

The article highlights various use cases of synthetic data, including generating confidential data, rebalancing imbalanced data, and imputing missing data points. It also provides information on popular synthetic data generation tools such as MOSTLY AI, SDV, and YData.

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Data evaluation

InData Labs

Data is the world’s most valuable resource, so businesses’ investments in analysis are rising. However, many organizations overlook the importance of data evaluation, hindering the accuracy of their artificial intelligence (AI) models and other initiatives. In today’s environment, every business is becoming a data science company in some capacity. Amid that shift, organizations must make.

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Building AI Products with OpenAI: A Free Course from CoRise

KDnuggets

Check out this free course from CoRise, in collaboration with OpenAI, on building AI products.

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Data Quality Platform: Benefits, Key Features, and How to Choose

Databand.ai

Data Quality Platform: Benefits, Key Features, and How to Choose Eric Jones July 11, 2023 What Is a Data Quality Platform? A data quality platform is a software solution designed to help organizations manage, maintain, and improve the quality of their data. These platforms provide a range of tools and functionalities to identify, assess, clean, monitor, and validate data, ensuring that it remains accurate, complete, consistent, relevant, and timely.

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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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Why is DuckDB Getting Popular?

KDnuggets

DuckDB combines the simplicity and ease of use of SQLite with the analytical performance of specialized columnar databases. Learn more with Python examples.

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Pixel Pioneers UI/UX Conference 2023 by Harry Bedford

Scott Logic

Unveiling Insights from My First UI/UX Conference. I wanted to explore the UI/UX conference landscape, and after some research, settled on the local Pixel Pioneers event. The conference’s lineup of speakers and diverse range of topics piqued my interest, and I was eager to immerse myself in the day. With a concise one-day duration and a lineup of nine captivating talks, the conference was a condensed knowledge share that immersed attendees in the latest trends and techniques.

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The Present and Future of AI in Healthcare

Snowflake

We have a tendency of overestimating the effects, both harmful and positive, of new technologies on our ability to do everything from conduct business to mediate climate change to build skyscrapers. To really understand what new tech can do, however, requires we understand what it has done. When we think about AI as a possible tool for our health, we cannot just derive its importance solely from our thoughts.

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What is Data Accuracy? Definition, Examples and KPIs

Monte Carlo

Imagine you’re on a cross-country road trip and need to fill your car up with gas before the next leg of your journey. You open up Google Maps (or Apple Maps; we won’t judge) and navigate to what the map claims is a local gas station, just a few miles away. Easy enough. But when you drive up to the address, there’s no gas station to be found! An anomaly certainly given how reliable digital maps are these days, but a data quality error nonetheless, specifically related to data accuracy.

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Snowflake: Logging with Event tables

Cloudyard

Read Time: 4 Minute, 32 Second In this post, we will explore the utilization of EVENT tables to capture erroneous data. Snowflake newly introduced public preview feature enables developers to actively monitor and debug their applications. Based on business requirement, a streamlined process is developed to handle invalid records automatically without manual intervention.

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Top 20 Full-Stack Developer Certification Courses in 2023

Knowledge Hut

Full-Stack Development is a scorching hot tech profile brimming with boundless possibilities. This dynamic and financially rewarding career path empowers you to shape the digital world, turning ideas into thriving businesses. The statistics speak for themselves: As the demand for skilled professionals in this field skyrockets, the number of available jobs is expected to multiply from 135,000 to over 853,000.

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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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Integrating Cloudera Data Warehouse with Kudu Clusters

Cloudera

Apache Impala and Apache Kudu make a great combination for real-time analytics on streaming data for time series and real-time data warehousing use cases. More than 200 Cloudera customers have implemented Apache Kudu with Apache Spark for ingestion and Apache Impala for real-time BI use cases successfully over the last decade, with thousands of nodes running Apache Kudu.

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Tuning Flink Clusters for Stability and Efficiency

Pinterest Engineering

Divye , Teja , Chen , Sam , Lu , Heng , Kanchi , Rainie , Dinesh , Ashish , Nishant , Pooja | Stream Processing Platform Team At Pinterest, stream data processing powers a wide range of real-time use cases. Our Flink clusters are multitenant and run jobs that concurrently process more than 20M msgs/sec across 12 clusters. Over the course of 2022 and early 2023, we’ve spent a significant period of time optimizing our Flink runtime environment and cluster configurations, and we’d like to share our

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Calculating the ROI of Your Data—And WHY It Matters

Monte Carlo

Ten years ago, data as a differentiator was barely an afterthought. We all liked to say we were data-driven, but precious few companies had the receipts to back it up. Fast-forward just a few years and every team—from marketing to customer success—is ostensibly a tentacle of the data machine. As data becomes the lifeblood of modern business, organizations from every corner of the world are pouring trillions into their data functions at the promise of driving real impact for their bottom lines.

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Dynamic Tables: Declarative Pipelines for Batch and Streaming

Snowflake

Batch data pipelines are nothing new or groundbreaking. But legacy streaming solutions often lead to complex and costly data processing and management. Combine that with the different skill sets needed to work with streaming data, and the highly specialized staff to handle it all, streaming has remained out of reach. At Snowflake Summit 2023, we announced the public preview launch of Snowflake Dynamic Tables, a new table type that drastically simplifies continuous data pipelines for transforming

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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.