Sat.Dec 04, 2021 - Fri.Dec 10, 2021

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Main 2021 Developments and Key 2022 Trends in AI, Data Science, Machine Learning Technology

KDnuggets

Our panel of leading experts reviews 2021 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.

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Serverless Stream Processing with Apache Kafka, AWS Lambda, and ksqlDB

Confluent

It seems like now more than ever developers are surrounded by a sea of terminology—but what does it really all mean? Here, we will take some often heard terms—some considered […].

AWS 126
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Experimentation and A/B Testing For Modern Data Teams With Eppo

Data Engineering Podcast

Summary A/B testing and experimentation are the most reliable way to determine whether a change to your product will have the desired effect on your business. Unfortunately, being able to design, deploy, and validate experiments is a complex process that requires a mix of technical capacity and organizational involvement which is hard to come by. Chetan Sharma founded Eppo to provide a system that organizations of every scale can use to reduce the burden of managing experiments so that you can f

BI 100
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2021 Gift Giving Guide for Data Nerds

DataKitchen

Back by popular demand, we’ve updated our data nerd Gift Giving Guide to cap off 2021. We’ve kept some classics and added some new titles that are sure to put a smile on your data nerd’s face. Here are eight highly recommendable books to help you find that special gift. ?? ?? ???. Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI, by Randy Bean.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Inside DeepMind’s New Efforts to Use Deep Learning to Advance Mathematics

KDnuggets

Using deep learning techniques can help mathematicians develop intuitions about the toughest problems in the field.

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Getting Started with Apache Kafka in Python

Confluent

Welcome Pythonistas to the streaming data world centered around Apache Kafka®! If you’re using Python and ready to get hands-on with Kafka, then you’re in the right place. This blog […].

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More Trending

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What is embedded analytics, and how does it benefit BI?

DataKitchen

The post What is embedded analytics, and how does it benefit BI? first appeared on DataKitchen.

BI 97
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Analyzing Scientific Articles with fine-tuned SciBERT NER Model and Neo4j

KDnuggets

In this article, we will be analyzing a dataset of scientific abstracts using the Neo4j Graph database and a fine-tuned SciBERT model.

Datasets 160
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How to Visualise Confluent Cloud Audit Log Data

Confluent

At Confluent, we’re serious about security, and we’re focused on simplifying security visibility across our cloud and on-premises solution. This blog demonstrates how to monitor Confluent Cloud authorization events using […].

Cloud 115
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Delivering High Performance for Cloudera Data Platform Operational Database (HBase) When Using S3

Cloudera

CDP Operational Database (COD) is a real-time auto-scaling operational database powered by Apache HBase and Apache Phoenix. It is one of the main Data Services that runs on Cloudera Data Platform (CDP) Public Cloud. You can access COD right from your CDP console. With COD, application developers can now leverage the power of HBase and Phoenix without the overheads related to deployment and management.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Data-Driven in 2022: Data Management Opportunities in the Year Ahead

DataKitchen

The post Data-Driven in 2022: Data Management Opportunities in the Year Ahead first appeared on DataKitchen.

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Deep Neural Networks Don’t Lead Us Towards AGI

KDnuggets

Machine learning techniques continue to evolve with increased efficiency for recognition problems. But, they still lack the critical element of intelligence, so we remain a long way from attaining AGI.

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18 New Fully Managed Connectors for AWS, Azure, Salesforce, and More!

Confluent

In our February 2020 blog post Celebrating Over 100 Supported Apache Kafka® Connectors, we announced support for more than 100 connectors on Confluent Platform. Since then, we have been focused […].

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Delivering Actionable Financial Insights to Automotive Business Leaders

Teradata

Automotive businesses need to build new frameworks for CFO Analytics that leverage existing systems to provide the granular, timely data they need to succeed. Read more.

Systems 89
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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Driving Industry Transformation Through the Use of Data

Cloudera

As organizations look to improve business operations and outcomes, global industries are pushing for data-driven transformation. The 2021 Cloudera Data Impact Awards recognize those organizations that have pulled ahead of the pack with efforts to leverage the power of data to improve operations and better serve their customers. The finalists in the “Industry Transformation” category are MTN, National Payments Corporation of India (NPCI), Sberbank, and Bank Negara Indonesia (BNI).

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Should You Become a Freelance Artificial Intelligence Engineer?

KDnuggets

Take the first step towards your machine learning engineering career and explore the UC San Diego Extension Machine Learning Engineering Bootcamp today. Those with prior software engineering or data science experience are encouraged to apply.

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Snaring the Bad Folks

Netflix Tech

Project by Netflix’s Cloud Infrastructure Security team ( Alex Bainbridge , Mike Grima , Nick Siow) Cloud security is a hard problem, but an even harder one is cloud security at scale. In recent years we’ve seen several cloud focused data breaches and evidence shows that threat actors are becoming more advanced with their techniques, goals, and tooling.

AWS 82
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10 Unique Business Intelligence Projects with Source Code 2023

ProjectPro

Chilly December is here! And we do want our curious readers to feel warm in their blankets and conserve their energy when searching for projects on business intelligence. Read this blog if you are interested in exploring business intelligence projects examples that highlight different strategies for increasing business growth. Business Intelligence refers to the toolkit of techniques that leverage a firm’s data to understand the overall architecture of the business.

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The Ultimate Guide to Apache Airflow DAGS

With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you

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How Hybrid and Cloud-Based Architectures are Unlocking the Power of Data

Cloudera

It takes vision, purpose, and skill to unlock the power of data. It also takes the right strategy. . For ExxonMobil, Ares Trading (Merck), and the University of California San Diego (UCSD), the right strategy is taking full advantage of the cloud. All three organizations have partnered with Cloudera, leveraging a hybrid or cloud-based architecture to improve the lives of the people who depend on their organizations’ data.

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Building a solid data team

KDnuggets

How do you put together a solid data science team when it comes to developing data-driven products? A variety of roles are available to consider, so which ones do you need and which are most crucial?

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Wrap-up of Rockset at AWS re: Invent 2021

Rockset

Rockset just returned from AWS re: Invent in Las Vegas, and our team reports that interest in Rockset and real-time analytics was high. Rockset had a booth on the show floor and also held private meetings with current and potential customers. Rockset's booth was busy! Shruti Bhat, Rockset’s CTO & SVP of Marketing, described the show as amazing, and said it felt great to be back at the show in person after missing the in-person experience in 2020 due to the pandemic.

AWS 52
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Healthcare data management & its importance for better patient outcomes

InData Labs

In today’s digitized medical landscape, effective treatment and better outcomes for patients depend on the smart use of medical data. Healthcare data management treats data as a powerful asset and improves health services. The rise of EHR/EMR systems also promotes more effective handling of patient data. Thus, over half of the surveyed US patients have.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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DataOps Therapy with DataKitchen’s Founders

DataKitchen

In a rare exclusive, DataKitchen's Founders, Eric Estabrooks, Gil Benghiat & Chris Bergh, give some much-needed DataOps Therapy & Data & Analytics advice. The post DataOps Therapy with DataKitchen’s Founders first appeared on DataKitchen.

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Introduction to Binary Classification with PyCaret

KDnuggets

PyCaret is an alternate low-code library that can be used to replace hundreds of lines of code with few lines only. See how to use it for binary classification.

Coding 159
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The Rise of Streaming Data and the Modern Real-Time Data Stack

Rockset

Not Just Modern, But Real Time The modern data stack emerged a decade ago, a direct response to the shortcomings of big data. Companies that undertook big data projects ran head-long into the high cost, rigidity and complexity of managing complex on-premises data stacks. Lifting-and-shifting their big data environment into the cloud only made things more complex.

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A Migration is Like Moving!

Teradata

Think of any upgrade, migration, or competitive migration, which at Teradata is known as “Sweep,” as if it were a move of your residence, which of course, it is - for your business.

IT 52
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Data Engineering Annotated Monthly – November 2021

Big Data Tools

The holiday season is almost upon us! And what better time than the holidays to catch up on the latest news and read about other interesting topics? Hi, I’m Pasha Finkelshteyn , and I’ll be your guide today through this month’s installment of the Data Engineering Annotated Monthly. I’ll offer my impressions of recent developments in the data engineering space and highlight new ideas from the wider community.

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Using Datawig, an AWS Deep Learning Library for Missing Value Imputation

KDnuggets

A lot of missing values in the dataset can affect the quality of prediction in the long run. Several methods can be used to fill the missing values and Datawig is one of the most efficient ones.

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Data Pipeline- Definition, Architecture, Examples, and Use Cases

ProjectPro

Data pipelines are a significant part of the big data domain, and every professional working or willing to work in this field must have extensive knowledge of them. This blog will give you an in-depth knowledge of what is a data pipeline and also explore other aspects such as data pipeline architecture, data pipeline tools, use cases, and so much more.

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What is Data Integrity?

Grouparoo

Organizations collect and leverage data on an ever-expanding basis to inform business intelligence and optimize practices. Data allows businesses to gain a greater understanding of their suppliers, customers, and internal processes. Extracting and maximizing the value of the information contained within data can boost productivity, revenues, and profitability.

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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.