Uniting the Machine Learning and Data Streaming Ecosystems - Part 1
Confluent
MARCH 28, 2023
The future of data is real time and enriched by machine learning. How can we overcome socio-technical blockers and unite the ML and data streaming markets?
learn data-streaming 
Uniting the Machine Learning and Data Streaming Ecosystems - Part 2
Confluent
APRIL 4, 2023
Machine learning and data streaming are a perfect match, but have diverging tech stacks. How can we overcome the pitfalls of SQL and the gulf between languages?
Machine Learning 
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Simple and Fast Data Streaming for Machine Learning Projects
KDnuggets
NOVEMBER 3, 2022
Learn about the cutting-edge DagsHub's Direct Data Access for simple and faster data loading and model training.
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Your Parents Still Don’t Know What a Hashtag Is. Let’s Teach Them the Basics of Machine Learning and Streaming Data
Cloudera
OCTOBER 13, 2021
Imagine if you had to explain what machine learning is and how to use it. Cloudera produced a series of ebooks — Production Machine Learning For Dummies , Apache NiFi For Dummies , and Apache Flink For Dummies (coming soon) — to help simplify even the most complex tech topics. Don’t know what data ingestion is?
How to Package and Price Embedded Analytics
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Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.
Reducing The Barrier To Entry For Building Stream Processing Applications With Decodable
Data Engineering Podcast
OCTOBER 15, 2023
Summary Building streaming applications has gotten substantially easier over the past several years. Despite this, it is still operationally challenging to deploy and maintain your own stream processing infrastructure. It’s the only true SQL streaming database built from the ground up to meet the needs of modern data products.
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Big Data Technologies that Everyone Should Know in 2024
Knowledge Hut
APRIL 25, 2024
Big data in information technology is used to improve operations, provide better customer service, develop customized marketing campaigns, and take other actions to increase revenue and profits. It is especially true in the world of big data. It is especially true in the world of big data. What Are Big Data T echnologies?
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Building Real-time Machine Learning Foundations at Lyft
Lyft Engineering
JUNE 28, 2023
In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. However, streaming data was not supported as a first-class citizen across many of the platform’s systems — such as training, complex monitoring, and others.
Machine Learning 115
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Defining A Strategy For Your Data Products
Data Engineering Podcast
OCTOBER 22, 2023
Summary The primary application of data has moved beyond analytics. With the broader audience comes the need to present data in a more approachable format. This has led to the broad adoption of data products being the delivery mechanism for information. With Materialize, you can!
BI 162
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Using Data To Illuminate The Intentionally Opaque Insurance Industry
Data Engineering Podcast
OCTOBER 8, 2023
In this episode he shares his journey of data collection and analysis and the challenges of automating an intentionally manual industry. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. With Materialize, you can!
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Building ETL Pipelines With Generative AI
Data Engineering Podcast
OCTOBER 1, 2023
Summary Artificial intelligence applications require substantial high quality data, which is provided through ETL pipelines. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. With Materialize, you can!
Building 162
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Eliminate The Overhead In Your Data Integration With The Open Source dlt Library
Data Engineering Podcast
SEPTEMBER 3, 2023
Summary Cloud data warehouses and the introduction of the ELT paradigm has led to the creation of multiple options for flexible data integration, with a roughly equal distribution of commercial and open source options. It’s the only true SQL streaming database built from the ground up to meet the needs of modern data products.
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Building An Internal Database As A Service Platform At Cloudflare
Data Engineering Podcast
AUGUST 27, 2023
Summary Data persistence is one of the most challenging aspects of computer systems. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. This is an interesting and insightful look at pragmatic engineering for reliability and scale.
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Harnessing Generative AI For Creating Educational Content With Illumidesk
Data Engineering Podcast
AUGUST 20, 2023
In this episode Greg Werner explains how they are using generative AI as an assistive tool for creating educational material, as well as building a data driven experience for learners. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles.
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Revolutionizing Real-Time Streaming Processing: 4 Trillion Events Daily at LinkedIn
LinkedIn Engineering
OCTOBER 19, 2023
Authors: Bingfeng Xia and Xinyu Liu Background At LinkedIn, Apache Beam plays a pivotal role in stream processing infrastructures that process over 4 trillion events daily through more than 3,000 pipelines across multiple production data centers.
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Top 15 Highest Salary Jobs for Commerce Students
Knowledge Hut
APRIL 24, 2024
In today's market, the demand for commerce career options and commerce stream jobs is at an all-time high. Top 15 Highest-paying Jobs for Commerce Students in India The following is an in-depth commerce stream jobs list with salaries for students thinking of pursuing commerce but don't know what to expect.
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Python in Finance: Real Time Data Streaming within Jupyter Notebook
KDnuggets
FEBRUARY 20, 2024
Learn a modern approach to stream real-time data in Jupyter Notebook. This guide covers dynamic visualizations, a Python for quant finance use case, and Bollinger Bands analysis with live data.
Finance 111
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Streaming Data Pipelines: What Are They and How to Build One
Precisely
DECEMBER 28, 2023
The concept of streaming data was born of necessity. But insights derived from day-old data don’t cut it. Business success is based on how we use continuously changing data. That’s where streaming data pipelines come into play. What is a streaming data pipeline? Now, information is dynamic.
Our First Netflix Data Engineering Summit
Netflix Tech
DECEMBER 14, 2023
Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The result was a series of talks which we are now sharing with the rest of the Data Engineering community!
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GPT-4 + Streaming Data = Real-Time Generative AI
Confluent
JUNE 8, 2023
ChatGPT and data streaming can work together for any company. Learn a basic framework for using GPT-4 and streaming to build a real-world production application.
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Tech-Enabled Metropolises: The Role of Data Streaming in Smart Cities
Confluent
APRIL 23, 2024
Smart city applications rely on the availability of sensor data from a range of sources in real time. Learn how data streaming with Confluent enables this.
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Data Streaming Platforms, Gen AI, and Apache Flink® Reigned Supreme at Kafka Summit London
Confluent
MARCH 21, 2024
See the highlights from Kafka Summit London 2024, and learn about how data streaming platforms, Gen AI, and Apache Flink® are driving innovation in the data streaming community.
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Data Engineering Weekly #164
Data Engineering Weekly
MARCH 24, 2024
link] Kai Waehner: The Data Streaming Landscape 2024 This is a comprehensive overview of the state of the data streaming landscape in 2024. As we predicted in the key trends of 2023 about Apache Flink as a clear winner in the stream processing frameworks, we see Confluent offering Flink as a service.
Snowflake’s AWS re:Invent Highlights for Fast-Tracking ML, Gen AI and Application InnovationsÂ
Snowflake
DECEMBER 5, 2023
Bring gen AI to your governed enterprise data with Snowflake Cortex No matter your industry, department or role, you can leverage generative AI (gen AI) and large language models (LLMs) to increase efficiencies and uncover new solutions to business challenges.
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Climate and Sustainability Hackathon—Meet the Judges!
Cloudera
APRIL 23, 2024
The Hackathon was intended to provide data science experts with access to Cloudera machine learning to develop their own Accelerated Machine Learning Project (AMP) focused on solving one of the many environmental challenges facing the world today. The post Climate and Sustainability Hackathon—Meet the Judges!
Data Engineering Weekly #157
Data Engineering Weekly
FEBRUARY 4, 2024
RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Visit rudderstack.com to learn more. What is Data Modeling, and what is not?
IBM Technology Chooses Cloudera as its Preferred Partner for Addressing Real Time Data Movement Using Kafka
Cloudera
SEPTEMBER 26, 2023
Organizations increasingly rely on streaming data sources not only to bring data into the enterprise but also to perform streaming analytics that accelerate the process of being able to get value from the data early in its lifecycle.
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Machine Learning for Fraud Detection in Streaming Services
Netflix Tech
NOVEMBER 11, 2022
By Soheil Esmaeilzadeh , Negin Salajegheh , Amir Ziai , Jeff Boote Introduction Streaming services serve content to millions of users all over the world. These services allow users to stream or download content across a broad category of devices including mobile phones, laptops, and televisions.
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Top 10 Benefits of Big Data
Knowledge Hut
APRIL 25, 2024
Big data can be summed up as a sizable data collection comprising a variety of informational sets. It is a vast and intricate data set. Big data has been a concept for some time, but it has only just begun to change the corporate sector. What is Big Data? What are the Benefits of Big Data?
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SNP Unlocks SAP Data for Advanced Analytics with Its Snowflake Native App
Snowflake
MARCH 14, 2024
As a cohesive ERP solution, SAP is often one of the largest data resources in an organization, containing everything from financial and transactional data to master information about customers, vendors, materials, facilities, planning and even HR. What’s the challenge with unlocking SAP data?
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Don’t Blink: You’ll Miss Something Amazing!
Cloudera
OCTOBER 4, 2023
Fast moving data and real time analysis present us with some amazing opportunities. Every organization has some data that happens in real time, whether it is understanding what our users are doing on our websites or watching our systems and equipment as they perform mission critical tasks for us. Don’t blink — or you’ll miss it!
How to Prepare for Netflix Software Engineer Interview + Tips
Knowledge Hut
MARCH 28, 2024
Netflix , the streaming giant, is not just a platform for binge-watching your favorite shows; it's also a tech powerhouse with a rigorous interview process for software engineer roles. Brush Up on Data Structures and Algorithms DSA plays the most significant part in the technical interview.
Stream Processing, CEP, Event Sourcing, and Data Streaming Explained
Confluent
NOVEMBER 30, 2022
What is stream processing, or complex event processing (CEP), and how does it work? Learn about real-time data and event stream analytics in this tutorial.
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Four Vs Of Big Data
Knowledge Hut
APRIL 23, 2024
Big data has revolutionized the world of data science altogether. With the help of big data analytics, we can gain insights from large datasets and reveal previously concealed patterns, trends, and correlations. Learn more about the 4 Vs of big data with examples by going for the Big Data certification online course.
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5 Ways to Experience the Future of Data Streaming with Confluent at re:Invent 2023
Confluent
NOVEMBER 9, 2023
Experience Confluent's cloud-native, data streaming platform at AWS re:Invent 2023. Learn how to stream, connect, process, and share data, unlocking its full potential.
AWS 76
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The BEST Resources to Level Up Your Data Streaming Knowledge!
Confluent
APRIL 5, 2023
All the best data streaming resources, tips, and guides to help you learn introductory concepts, streaming architecture basics, common tools and technologies, and more.
Architecture 104
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Life Happens in Real Time, Not in Batches: AI Is Better With Data Streaming
Confluent
NOVEMBER 29, 2023
Learn why data streaming and AI are a match made in heaven. Discover how streaming data unlocks real-time AI and machine learning use cases for businesses across every industry.
Introducing Data Portal in Stream Governance
Confluent
DECEMBER 4, 2023
Learn how to build and launch streaming apps faster with Data Portal, the developer-friendly, self-service UI to find, understand, and enrich all of your data streams.
Government 67
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How to get datasets for Machine Learning?
Knowledge Hut
APRIL 26, 2024
Also called data storage areas , they help users to understand the essential insights about the information they represent. Datasets play a crucial role and are at the heart of all Machine Learning models. Machine learning uses algorithms that comb through data sets and continuously improve the machine learning model.
Datasets 98
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Getting Started with Stream Processing: The Ultimate Guide
Confluent
AUGUST 11, 2022
Whether you’re new to stream processing or evaluating real-time data use cases, learn how stream processing works, its benefits, and the best way to get started.
Process 120
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Data Engineering Weekly #162
Data Engineering Weekly
MARCH 10, 2024
Editor’s Note: Chennai Meetup Wrap-Up & Preparation work started for DEWCon I am so grateful for the enthusiastic participants who made our Chennai Data Heroes- Community for Data Folks meetup vibrant! Big thanks to our insightful speakers, Hareshkumar Selvakumar - Talks about his work on Data Products for PayPal.
How to Get a Job in Netflix in 2024? [A Complete Guide]
Knowledge Hut
MARCH 14, 2024
Having worked with the streaming giant for a long time, I have observed that Netflix posts several job openings daily across its various departments. It means the streaming giant contributes up to $4,000 towards the 401(k) if any particular employee earns $100,000 annually. Getting a job there requires a high level of skill and talent.
Druid Deprecation and ClickHouse Adoption at Lyft
Lyft Engineering
NOVEMBER 29, 2023
Sub-second query systems allow for near real-time data explorations and low latency, high throughput queries, which are particularly well-suited for handling time-series data. For our customers, this means faster analytics on near real-time data and decision making. An example of how we use Druid rollup at Lyft.
Kafka 104
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Top 12 Data Engineering Project Ideas [With Source Code]
Knowledge Hut
JUNE 26, 2023
Welcome to the world of data engineering, where the power of big data unfolds. If you're aspiring to be a data engineer and seeking to showcase your skills or gain hands-on experience, you've landed in the right spot. Therefore, the greatest thing you can do as a novice is to work on some real-time data engineering initiatives.
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