Data Engineering Podcast

OCTOBER 15, 2023

Summary Building streaming applications has gotten substantially easier over the past several years. Decodable was built with a mission of eliminating all of the painful aspects of developing and deploying stream processing systems for engineering teams. How can you get the best results for your use case?

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Process Building SQL BI 182

Lyft Engineering

APRIL 25, 2023

Building a large scale unsupervised model anomaly detection system — Part 2 Building ML Models with Observability at Scale By Rajeev Prabhakar , Han Wang , Anindya Saha Photo by Octavian Rosca on Unsplash In our previous blog we discussed the different challenges we faced for model monitoring and our strategy for addressing some of these problems.

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Systems Building Machine Learning Datasets 75

Knowledge Hut

OCTOBER 29, 2023

Hospital Management System Type : Application development, Database management, Programming There is no shortage of computer science project topics out there. But if you are looking for something that's both technically challenging and socially relevant, consider a hospital management system. Source Code: Weather Forecast App 3.

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Computer Science Coding Project Hospitality 111

Knowledge Hut

OCTOBER 27, 2023

Furthermore, project-based learning contributes to building a compelling portfolio that demonstrates your expertise and captivates potential employers. Android Local Train Ticketing System Developing an Android Local Train Ticketing System with Java, Android Studio, and SQLite. cvtColor(image, cv2.COLOR_BGR2GRAY) RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)

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Software Engineer Software Engineering Coding Project 98

Knowledge Hut

APRIL 24, 2024

Furthermore, project-based learning contributes to building a compelling portfolio that demonstrates your expertise and captivates potential employers. Android Local Train Ticketing System Developing an Android Local Train Ticketing System with Java, Android Studio, and SQLite. cvtColor(image, cv2.COLOR_BGR2GRAY) RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)

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Software Engineer Software Engineering Coding Project 52

Data Engineering Podcast

AUGUST 27, 2023

Summary Data persistence is one of the most challenging aspects of computer systems. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team. Why Postgres?

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Database Building PostgreSQL BI 130

Data Engineering Podcast

SEPTEMBER 11, 2022

Summary Data engineering systems are complex and interconnected with myriad and often opaque chains of dependencies. Prefect is the modern Dataflow Automation platform for the modern data stack, empowering data practitioners to build, run and monitor robust pipelines at scale. Can you describe what Schemata is and the story behind it?

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Systems Metadata Building MongoDB 100

Snowflake

AUGUST 25, 2023

Based on Snowflake’s testing, Meta’s newly released Code Llama models perform very well out-of-the-box. Code Llama models outperform Llama2 models by 11-30 percent-accuracy points on text-to-SQL tasks and come very close to GPT4 performance. We tested the out-of-the-box SQL performance of Code Llama before fine-tuning our own version.

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Coding SQL Data Cleanse Database 74

Knowledge Hut

OCTOBER 26, 2023

IoT Project Ideas and Topics IoT is gaining traction by making daily life more efficient in areas like technologies that improve home comfort, traffic control, or environmental systems. Air Pollution Monitoring System Using IoT Air pollution has worsened almost all major cities' air quality. Source Code: Home Automation System 4.

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Coding Project Electronics Cloud Computing 98

Knowledge Hut

DECEMBER 22, 2023

For this feature, Python encloses certain code editors and python IDEs used for software development say, Python itself. Python interpreters are available on various operating systems, such as Windows , Linux, and Mac OS. But first, let us see what code editors and IDEs are. What is a Code Editor?

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Python Coding Programming Language Data Science 97

Data Engineering Podcast

DECEMBER 25, 2022

Recognizing this shortcoming and the capabilities that could be unlocked by a robust solution Rishabh Poddar helped to create Opaque Systems as an outgrowth of his PhD studies. Modern data teams are dealing with a lot of complexity in their data pipelines and analytical code.

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Machine Learning Systems Data Lake Data Warehouse 130

Knowledge Hut

OCTOBER 26, 2023

This will help you build a passion for coding as well as improve your programming skills. You can proceed by watching instructional videos to learn a skill or two, but you must finally begin building the projects. This project could also be a good way to get your feet wet with JS libraries/frameworks like React or Vue.

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Coding Project Portfolio Building 97

Knowledge Hut

OCTOBER 29, 2023

Cloud-enabled attendance system We can use a cloud-enabled automatic attendance system to scan details. Administrators must register new students/employees on the system and provide some personal information. The entire system is powered by electricity. This system will also contain patient and contact information.

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Cloud Computing Coding Cloud Project 98

Pinterest Engineering

JANUARY 10, 2023

Liang Ma | Software Engineer, Core Eng; Wei Zhu | Software Engineer, Observability In early 2020, during a critical iOS out of memory incident (we have a blogpost for that), we realized that we didn’t have much visibility of how the app is running or a good system to look up for monitoring and troubleshooting.

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Systems Building Software Engineer Software Engineering 54

Monte Carlo

AUGUST 17, 2022

Over the years, I’ve helped companies of all sizes build and maintain data systems—from my days as a data engineer at Facebook to my current role as an end-to-end data solutions consultant. It’s never too early to start building reliability into your data system. The stakes also get higher.

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Systems Building Data Data Engineering 52

The Pragmatic Engineer

MARCH 12, 2024

” Brooks agrees with this observation, and suggests a radical solution: have as few senior programmers as possible, and build a team around each one – a bit like how a hospital surgeon leads a whole team. CI/CD : running automated tests on all changes, and deploying code to production automatically. The toolsmith.

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Engineering Programming Language Hospitality Programming 256

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.

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Machine Learning Building Metadata Kafka 115

Data Engineering Podcast

NOVEMBER 20, 2022

In this episode Ian Schweer shares his experiences at Riot Games supporting player-focused features such as machine learning models and recommeder systems that are deployed as part of the game binary. The biggest challenge with modern data systems is understanding what data you have, where it is located, and who is using it.

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Systems Metadata Data Pipeline MongoDB 130

Knowledge Hut

OCTOBER 26, 2023

The majority of individuals chose HTML and CSS projects as their entry point into the world of coding because they are the simplest to learn. HyperText Markup Language, or HTML, is a common markup language for building a webpage's basic framework and adding features like text, graphics, tables, forms, and so forth.

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Coding Project Portfolio Media 98

Edureka

APRIL 19, 2024

In other words, you don’t need to be a programmer or have any coding background to dive into this creative process of building a chatbot using prompt engineering. We’ll start from the ground up with Flowise, guiding you through each step to build your own AI persona chatbot. Then save it and name the chatflow.

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Building Engineering Coding Systems 52

Knowledge Hut

JUNE 26, 2023

Top Data Engineering Projects with Source Code Data engineers make unprocessed data accessible and functional for other data professionals. Source Code: Stock and Twitter Data Extraction Using Python, Kafka, and Spark 2. Source Code: Extracting Inflation Rates from CommonCrawl and Building a Model B.

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Data Engineering Data Engineer Coding Project 98

Towards Data Science

OCTOBER 12, 2023

The associated data in our scenario is stored in a SAP HCM system which is one of the leading applications for human resource management in enterprise environments. To solve this kind of objective, every data engineer needs to build up a lot of business related knowledge which is strongly interdependent to the underlying data model.

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Data Integration Systems Engineering Datasets 71

Data Engineering Podcast

APRIL 16, 2023

As the capabilities of these systems has improved and become more accessible, the target of what self-serve means changes. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management RudderStack helps you build a customer data platform on your warehouse or data lake. Who are the target users?

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Business Intelligence Building Data Lake BI 147

Knowledge Hut

OCTOBER 27, 2023

On an unclean and disorganised dataset, it is impossible to build an effective and solid model. Data Science Projects for Beginners with code For students new to Python or data science, we   will provide a list of data science project ideas. The data science projects for beginners with source code link to GitHub repo are listed below.

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Data Science Coding Project Datasets 96

Data Engineering Podcast

FEBRUARY 20, 2022

He also explains how he has architected the systems that ingest, process, and distribute the data that he is responsible for and the requirements that are introduced when collaborating with researchers, domain experts, and machine learning developers. And don’t forget to thank them for their continued support of this show!

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Systems Software Engineer Software Engineering Data Warehouse 100

Knowledge Hut

APRIL 25, 2024

Jenkins CI allows developers to automate building, testing, and deploying code effortlessly. Also, it hones the capabilities to handle any build or continuous integration. Jenkins Jobs focuses on building and testing code continuously so that any changes made in the source code are easily integrated into the build.

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Building Coding Project Certification 52

Towards Data Science

FEBRUARY 9, 2024

How to build a modern, scalable data platform to power your analytics and data science projects (updated) Table of Contents: What’s changed? Orchestration I mentioned modularity as a core concept of building a modern data platform in my 2021 article, but I failed to emphasize the importance of data orchestration.

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Building Transportation Data Lake Metadata 82

Knowledge Hut

OCTOBER 29, 2023

Using only JavaScript and JSON, the MERN architecture makes it possible for you to quickly and easily build a three-tier architecture (frontend, backend, and database). are responsible for running JS code outside of a web browser. Source Code: Travel Log App 2. Source Code: To-Do List 3. Source Code: Media Player App 4.

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Coding Project Food MongoDB 98

Engineering at Meta

JANUARY 29, 2024

Slow build times and inefficiencies in packaging and distributing execution files were costing our ML/AI engineers a significant amount of time while working on our training stack. Our goal in improving build speed was to minimize the need for extensive rebuilding.

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Machine Learning Building Python Utilities 80

Lyft Engineering

APRIL 24, 2024

The Technical Learning workstream offers Lyft scientists the opportunity to build or brush up their core data science skills across multiple areas. An oddball in the past offerings by Tech Learning is the series titled “How to Build a Rideshare Company.” production-level code. The CS4DS course addresses this gap.

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Data Science Building Computer Science Software Engineer 66

Knowledge Hut

DECEMBER 21, 2023

Meanwhile, if you’ve always been fascinated by the world of coding and design and looking for the ideal place to get started, then Web Development Certificate online is one of the best certifications course you can consider. This can include features such as smart grids, renewable energy sources, and energy-efficient buildings.

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Coding Transportation Medical Hospitality 98

Knowledge Hut

OCTOBER 27, 2023

Create a Build Automation Framework Another important aspect of DevOps is built automation. To streamline the software build process, it is often necessary to automate various tasks, such as code compilation and testing. Implement Infrastructure as Code One of the best ways to manage infrastructure is by using code.

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Coding Project Java AWS 59

Knowledge Hut

FEBRUARY 6, 2024

Also, to bring continuous deployment into your organization's workflow, creating and deploying code faster than ever before becomes easier. And therefore, knowing how to build one is critical. It will also explore the tools available for building and maintaining an effective DevOps pipeline.

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Building AWS Coding Certification 52

Knowledge Hut

JANUARY 18, 2024

CISSP stands for Certified Information Systems Security Professional, and it is a certification in cyber security. This professional certification is developed and offered by (ISC)2, also known as International Information Systems Security Certification Consortium. are interconnected and can be a part of your job description.

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Systems Certification Consulting Education 52

Knowledge Hut

DECEMBER 27, 2023

The job of a business systems analyst is a uniquely cross-functional one that plays a critical role in improving a company’s processes for better operational efficiency. What is Business Systems Analyst? Business systems analyst duties also include writing instruction manuals and analyzing costs and benefits related to technology.

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Systems Business Analyst Consulting Certification 52

Data Engineering Podcast

NOVEMBER 6, 2022

In this episode Nick King discusses how you can be intentional about data creation in your applications and services to reduce the friction and errors involved in building data products and ML applications. What technical systems are required to generate and collect those interactions?

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Building IT Metadata MongoDB 130

Knowledge Hut

OCTOBER 27, 2023

If you are looking to build successful careers in data analytics, then consider pursuing a relevant online Data Science course and working on relevant projects to develop expertise in this field. Code example and the link to the dataset for this project can be found in this source code.

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Data Analytics Coding Project Medical 52