Build a Reproducible and Maintainable Data Science Project: A Free Online Book
KDnuggets
AUGUST 29, 2022
This free online book is a fantastic resource on how to structure, manage, and maintain your real-world data science projects.
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KDnuggets
AUGUST 29, 2022
This free online book is a fantastic resource on how to structure, manage, and maintain your real-world data science projects.
KDnuggets
JANUARY 9, 2020
This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.
The Pragmatic Engineer
MARCH 12, 2024
Lots of time has passed, yet the book is still relevant. ” 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. ‘The Mythical Man Month’ by Frederick P.
Knowledge Hut
DECEMBER 27, 2023
Also, you must go through certain software engineering books to make your knowledge and skills robust for the job. In this article, we will read about some of the most prevalent and widely loved and best books to read for software engineers that can help you get a good hold of all the concepts in engineering.
Data Engineering Podcast
NOVEMBER 19, 2023
Summary The dbt project has become overwhelmingly popular across analytics and data engineering teams. Dustin Dorsey and Cameron Cyr co-authored a practical guide to building your dbt project. In this episode they share their hard-won wisdom about how to build and scale your dbt projects.
Data Engineering Podcast
DECEMBER 24, 2023
Elad Eldor has experienced these challenges first-hand, leading to his work writing the book "Kafka: : Troubleshooting in Production" In this episode he highlights the sources of complexity that contribute to Kafka's operational difficulties, and some of the main ways to identify and mitigate potential sources of trouble.
Data Engineering Podcast
FEBRUARY 26, 2023
Jean-Georges Perrin was tasked with designing a new data platform implementation at PayPal and wound up building a data mesh. It's supposed to make building smarter, faster, and more flexible data infrastructures a breeze. What are the core problems that you were addressing with this project? We feel your pain.
François Nguyen
FEBRUARY 28, 2021
If there is one only book to read about lean manufacturing, this is the one. This is the kind of book you can read again and again and still learn something about your current context. It is also a book you can read whatever your industry, you will always find situations covered by this book.
Knowledge Hut
JUNE 25, 2024
For those interested in studying this programming language, several best books for python data science are accessible. Top 8 Python Data Science Books for 2023 Python is one of the programming languages that is most commonly utilized in the field of data science. This book offers practical programming solutions to these problems.
Knowledge Hut
NOVEMBER 7, 2023
Scrum is a project management paradigm that stresses collaboration, responsibility, and gradual change toward a very well objective. If you are just starting out as a Scrum professional, being a Certified Scrum Master (CSM) will give you a solid grasp of the project management approach. Who is a CSM?
The Pragmatic Engineer
OCTOBER 10, 2024
Heavy development investment: Automattic – a VC-funded company founded by Matt Mullenweg – is the largest contributor to Wordpress, paying more than 100 staff to work full-time on the project. I can see a few things happen: A fork (or more). Vendors diversifying. I
Data Engineering Podcast
JULY 24, 2022
Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. What are your goals with this book?
dbt Developer Hub
APRIL 19, 2023
Part 1: Setup dbt project and database Step 1: Install project dependencies Before you can get started: You must have either DuckDB or PostgreSQL installed. Now that we understand the broad concepts and benefits of dimensional modeling, let’s get hands-on and create our first dimensional model using dbt.
KDnuggets
APRIL 27, 2022
A Brief Introduction to Papers With Code; Machine Learning Books You Need To Read In 2022; Building a Scalable ETL with SQL + Python; 7 Steps to Mastering SQL for Data Science; Top Data Science Projects to Build Your Skills.
The Pragmatic Engineer
NOVEMBER 21, 2023
He then worked at the casual games company Zynga, building their in-game advertising platform. In 1997, when Amazon was a one-floor, sub-100 person startup trying to sell books online, I experienced what every engineer dreads. This pioneering project was conceived during the Cold War between the US and the USSR.
Knowledge Hut
OCTOBER 29, 2023
Choosing the best computer science project topic is critical to the success of any computer science student or employee. After all, the more engaging and interesting topic, the more likely it is that students or employees will be able to stay motivated and focused throughout the duration of the project.
The Pragmatic Engineer
SEPTEMBER 22, 2023
Bun was mostly built by Jared Sumner , a former Stripe engineer, and recipient of the Thiel Fellowship (a grant of $100,000 for young people to drop out of school and build things, founded by venture capitalist, Peter Thiel). The innovator’s dilemma comes from the book of the same title by Clayton Christerenses. world by storm.
The Pragmatic Engineer
SEPTEMBER 19, 2024
Later this year, he’s publishing a book on tech debt. This project helped onboard me to the software, its structure, its build, and our issue tracking and version control workflows. My first project was supporting i18n (internationalization) in the app. The size of the project was well-understood and planned.
Knowledge Hut
MAY 6, 2024
The scope keeps changing as the project makes progress on the agreed timeline, so, the estimation becomes a challenging task for the product owner. Agile software estimation is used for realistic planning to implementing the project requirements as per commitments. Master the art of project management and achieve new heights.
Data Engineering Podcast
DECEMBER 7, 2020
Summary Building data products are complicated by the fact that there are so many different stakeholders with competing goals and priorities. If you hand a book to a new data engineer, what wisdom would you add to it? What are your thoughts on when to hire an outside consultant, vs building internal capacity?
Knowledge Hut
JUNE 26, 2023
Having knowledge of real-world software applications or projects are very essential for any projects for backend developers aspiring software engineers or developers. The portfolio projects showcase their talents and skills whenever they try to look for new opportunities and jobs. What are Backend Development Projects?
Knowledge Hut
OCTOBER 29, 2023
Besides learning the cloud services and offerings, getting hands-on experience with cloud computing projects is important. Working on projects will help you understand cloud services clearly and prepare you to work on real-life problems. Cloud Computing Projects Ideas Learning cloud computing starts with getting hands-on experience.
Knowledge Hut
MAY 6, 2024
Release Planning / Goal Plan & Prioritize your Backlog (Define User Stories like Taking a Course, Complete Application, Apply & Book for the exam) Set the release goal: “As a Project Management Professional, I want to Obtain X-Certification in order to gain more knowledge in Y-Industry.” Validate your Experience.
Knowledge Hut
OCTOBER 27, 2023
In today's fast-paced technological environment, software engineers are continually seeking innovative projects to hone their skills and stay ahead of industry trends. Engaging in software engineering projects not only helps sharpen your programming abilities but also enhances your professional portfolio. cvtColor(image, cv2.COLOR_BGR2GRAY)
Data Engineering Podcast
MAY 13, 2021
If you want to build a warehouse that gives you both control and flexibility then you might consider building on top of the venerable PostgreSQL project. In this episode Thomas Richter and Joshua Drake share their advice on how to build a production ready data warehouse with Postgres.
Data Engineering Podcast
APRIL 14, 2024
Dagster offers a new approach to building and running data platforms and data pipelines. Your host is Tobias Macey and today I'm interviewing Oren Eini about the work of designing and building a NoSQL database engine Interview Introduction How did you get involved in the area of data management? Your first 30 days are free!
Data Engineering Podcast
NOVEMBER 9, 2020
Summary A data catalog is a critical piece of infrastructure for any organization who wants to build analytics products, whether internal or external. While there are a number of platforms available for building that catalog, many of them are either difficult to deploy and integrate, or expensive to use at scale.
Data Engineering Podcast
JUNE 1, 2020
If you hand a book to a new data engineer, what wisdom would you add to it? I’m working with O’Reilly on a project to collect the 97 things that every data engineer should know, and I need your help. How does the introduction of a universal SQL layer change the staffing requirements for building and maintaining a data lake?
Towards Data Science
FEBRUARY 19, 2024
Image from Unsplash Building a Semantic Book Search: Scale an Embedding Pipeline with Apache Spark and AWS EMR Serverless Using OpenAI’s Clip model to support natural language search on a collection of 70k book covers In a previous post I did a little PoC to see if I could use OpenAI’s Clip model to build a semantic book search.
Data Engineering Podcast
AUGUST 31, 2020
If you hand a book to a new data engineer, what wisdom would you add to it? I’m working with O’Reilly on a project to collect the 97 things that every data engineer should know, and I need your help. Can you start by describing what Firebolt is and your motivation for building it? When is Firebolt the wrong choice?
Data Engineering Podcast
JULY 27, 2020
In this episode he shares his approach to testing complex systems, the common challenges that are faced by engineers who build them, and why it is important to understand their limitations. If you hand a book to a new data engineer, what wisdom would you add to it? Can you start by describing what the Jepsen project is?
The Pragmatic Engineer
SEPTEMBER 28, 2023
Willem Spruijt is a software engineer whom I worked on the same team with at Uber in Amsterdam, building payments systems. An example of making a company-wide impact at Rise was during our Christmas hackathon, when an engineer built a Calendly-like feature for anyone to book a slot in your calendar. And it got worse.
Data Engineering Podcast
DECEMBER 14, 2020
In this episode Andrew Gross, Bobby Muldoon, and Anup Segu describe the self service data platform that they have built to allow data analysts to own the end-to-end delivery of data projects and how that has allowed them to scale their output. If you hand a book to a new data engineer, what wisdom would you add to it?
Data Engineering Podcast
OCTOBER 2, 2021
Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode.
Data Engineering Podcast
JULY 16, 2023
In his recent book "Datapreneurs" he reflects on the people and businesses that he has known and worked with and how they relied on data to deliver valuable services and drive meaningful change. What are the most interesting, unexpected, or challenging lessons that you have learned while working on the Datapreneurs book?
The Pragmatic Engineer
APRIL 19, 2023
I still remember being in a meeting where a Very Respected Engineer was explaining how they are building a project, and they said something along the lines of "and, of course, idempotency is non-negotiable." After a while, I started adopting this approach. When presented with information: don't assume it is correct.
Edureka
APRIL 24, 2024
PRINCE2 stands for ‘Projects In Controlled Environments’, a project management approach famous for providing managers with a structured way to guarantee project success. It is an ideal resource for people looking for books on the PRINCE2 foundation exam.
The Pragmatic Engineer
AUGUST 10, 2023
Learnerbly is an L&D platform hundreds of tech companies use, as it makes administering these budgets much simpler — and it’s also a lot easier for people to request books, courses, or newsletters. Small business hosts on the travel booking platform are waiting more than a month to be paid.
Knowledge Hut
OCTOBER 26, 2023
If you're a developer or starting up with the process, you're probably already aware of how critical it is to develop live projects. This will help you build a passion for coding as well as improve your programming skills. This project could also be a good way to get your feet wet with JS libraries/frameworks like React or Vue.
Knowledge Hut
OCTOBER 29, 2023
In addition to the above training to effectively learn MERN stack development and demonstrate your abilities, you must create full-stack projects. Let's talk about some fascinating MERN stack project ideas for full-stack engineers, but first, let's address some fundamentals of full-stack development. What is MERN Stack?
Data Engineering Podcast
JULY 27, 2021
Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management You listen to this show to learn about all of the latest tools, patterns, and practices that power data engineering projects across every domain. How do you handle migrating existing projects, particularly if they are using Kafka currently?
François Nguyen
FEBRUARY 14, 2021
But the result is implémenting agile without a minimum of capabilities in your context is like building on sand. You can see many projects using the Agile methodology having hard life because they have to build the foundations and start the decoration. This book is a must read !
Data Engineering Podcast
MARCH 10, 2024
The primary purpose of the catalog is to inform the query engine of what data exists and where, but the Nessie project aims to go beyond that simple utility. How have the design and goals of the project changed since it was first created? The link that bridges the gap between data lake and warehouse capabilities is the catalog.
Knowledge Hut
OCTOBER 27, 2023
Companies use Six Sigma to identify problem areas and build programmes to address them. In this article, we'll have a look into some of the most effective Six Sigma Yellow Belt projects, followed by tips to execute a successful one. Six Sigma is a mechanism for removing variances and flaws from a company's operations.
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