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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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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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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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 […].

Kafka 122

More Trending

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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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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 116
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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).

Banking 92
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Apache Airflow®: The Ultimate Guide to 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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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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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 […].

AWS 104
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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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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.

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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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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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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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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 83
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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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70+ Azure Interview Questions and Answers to Prepare in 2023

ProjectPro

This blog covers the top 50 most frequently asked Azure interview questions and answers. It will provide you with a good sense of what areas you should focus on as you prepare for your next Azure interview. So, let's dive right into it! Table of Contents Why Must You Prepare For Azure Interview Questions? Top 50 Microsoft Azure Interview Questions and Answers Azure Developer Interview Questions | Azure Interview Questions and Answers for Experienced Developers Azure Solution Architect Interview

BI 52
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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?

Building 160
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The Best Time to Kickstart Your Data Strategy Was Yesterday, the Next Best Time Is Now

Cloudera

About the report. The Cloudera Enterprise Data Maturity Report is a global survey of 3,150 business and IT decision makers assessing organizations’ maturity when it comes to their current capabilities and handling of data and analytics. Organizations were evaluated based on their current use of data and analytics, parties championing the use of data and the extent to which data is used across processes, the presence of enterprise data strategies, and the extent to which capabilities relating to

Data 87
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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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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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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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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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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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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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.

Data 52
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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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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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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 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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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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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.