Alternatives
Products that do what Self-Published Book – “Data Science in Production” does
Hi HN, Over the past 6 months I've been working on a technical book focused on helping aspiring data scientists to get hands-on experience with cloud computing environments using the Python ecosystem. The book is targeted at readers already familiar with libraries such as Pandas and scikit-learn that are looking to build out a portfolio of applied projects. To author the book, I used the Leanpub platform to provide drafts of the text as I completed each chapter. To typeset the book, I used the R bookdown package by Yihui Xie to translate my markdown into a PDF format. I also used Google docs…
- 1IW
2021 · pragprog.com
- 2PP
Hi everyone! I just released the Practical Python Projects book! (https://practicalpython.yasoob.me) I am happy to announce the first version as a release candidate. I have poured a lot of love into writing this book and would love to hear what you guys think. (A limited 100% off and discount coupons at the end) This is not a pure beginner book. The book does assume some background Python knowledge. You need to know the basics like methods, functions, classes, and such. If I use something that is not typically covered in beginner Python books, I will explain it before I use it.…
2021 · practicalpython.yasoob.me
- 3DA
Dear HN, I am Riwaj, the cofounder of dstack.ai (https://github.com/dstackai). A few months ago, we built an online service that allows users to publish data visualizations from Python or R. The idea was to build a tool that did not require additional programming or front-end development for publishing data visualizations. Such a code can be invoked from either Jupyter notebook, RMarkdown, Python, or R scripts. Once the data is pushed, it can be accessed via a browser. Open-sourcing dstack: During our customer discovery phase, we realized that dstack.ai should integrate a lot…
2020
- 4IM
2013 · lispwebtales.ppenev.com
- 5MM
2020 · mlpowered.com
- 6IW
2020 · datacrayon.com
- 7IW
2021 · deploymentfromscratch.com
- 8IW
2020 · leanpub.com
- 9BA
2019 · bamboolib.com
- 10
Free 70-page book on data science careers with expert advice
2016
- 11
- 12IP
To be specific, the content is generated by a GPT-2 based model. https://amzn.to/2TCc0v2 Let me know if you have any questions :-)
2020
- 13HP
2012 · manning.com
- 14MB
2020 · shahinrostami.com
- 15IW
2021 · feld.to
- 16
- 17EP
2021 · hairysun.com
- 18IW
Hi HN! During the last few years, I worked on a few applications built with Go, running on AWS Lambda. As I got to know the platform better, I started to find Go & Lambda to be a really productive combination. The applications were fast, and they ended up being much cheaper to run than what my team & I had built before. It’s probably not the best platform for _every_ application, but I was surprised at how much of our workload worked well on it. As we brought new engineers on to our team and helped them get up to speed with the stack, I found that we were covering a lot of the same topics…
2021
- 19IW
Hi all, I like RethinkDB a lot. One year ago, I started to document it because I want to learn more about it. At first, I blog, at one point I started to writing it in markdown, using pandoc to convert it into PDF then I switched to Leanpub. At some point, I almost abandon it. But finally I make effort to go back and almost finish it. Here is the result of one year: http://leanpub.com/simplyrethinkdb I also open source it on here(But it helps if you make an purchase on leanpub anyway :D): http://github.com/kureikain/simplyrethink The book is still WIP…
2015
- 20FP
Hello everyone! After two years of hard work, I'm excited to announce the release of my first book, "From PHP to Python". As developers, it can be frustrating to learn a new language from scratch. This is why I wrote this book to help PHP developers quickly learn Python by focusing on what's different and taking shortcuts when things are similar. It's written in a straight-to-the-point style and the chapters are concise and condensed. The book covers everything needed in my opinion to have solid foundations in Python, in a web-oriented approach. After finishing this book, you will be able to…
2023 · einenlum.gumroad.com
- 21HA
2021 · github.com
- 22IW
Hello! I just published a book on Site Reliability Engineering. https://www.amazon.com/dp/B09QNZC2LL This book is a collection of 28 chapters on SRE concepts, such as observability, monitoring, Service Level Objectives (SLOs), alerting, resilience and debugging. I adapted each chapter from blog posts I've written over the last 4 years. Most of the chapters detailed concepts that I applied while working at $dayjob, so they are 100% proven in real business settings :) ------ Some info on the backstory. Last year I started writing a book on my software development…
2022
- 23WW
2020 · holistics.io
- 24SF
I've made a small Python library, designed for quick-and-easy prototyping of machine learning models. It's built on top of scikit-learn, to serialize and deserialize data from the forms you're likely to have, to the format used in scikit-learn. https://github.com/madman-bob/Smart-Fruit It's pretty bare-bones at the moment, but I thought I'd see if there was any interest before spending too much time on it. Let me know what you think.
2018
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