bweber

9 ms·

1.
Deep Learning in AdTech, a hands-on example with Kaggle(bgweber.medium.com)
2 points by bweber 2y ago|0 comments
2.
A Technical Introduction to Programmatic User Acquisition(gamasutra.com)
2 points by bweber 5y ago|0 comments
3.
Real-Time ML Approaches Explored at Zynga(bgweber.medium.com)
1 points by bweber 5y ago|0 comments
4.
New Tools I Learned as a Data Scientist in 2020(kdnuggets.com)
4 points by bweber 6y ago|0 comments
5.
New Tools I Learned as a Data Scientist in 2020(bgweber.medium.com)
3 points by bweber 6y ago|0 comments
6.
The Zynga Analytics Platform(gamasutra.com)
12 points by bweber 6y ago|0 comments
7.
The Zynga Analytics Platform in 2020(gamasutra.com)
1 points by bweber 6y ago|0 comments
8.
Evolution of the Zynga Analytics data platform(gamasutra.com)
2 points by bweber 6y ago|0 comments
9.
by bweber 6y ago
This article doesn't even mention one of my favorite tools on GCP which is Dataflow. It's really easy to build batch and streaming workflows that can be used for data and machine learning pipelines. It really shows how well the di
10.
Securing ML Services on the Web(towardsdatascience.com)
2 points by bweber 6y ago|0 comments
11.
HTTPS and Access Control for Data Science Projects(medium.com)
2 points by bweber 6y ago|0 comments
12.
DevOps for Data Science with GKE and Stackdriver(towardsdatascience.com)
1 points by bweber 7y ago|0 comments
13.
DevOps for Data Science with GCP: Deploying Production-Grade Containers(medium.com)
4 points by bweber 7y ago|0 comments
14.
by bweber 7y ago
Sounds like the author is using a similar stack to me, markdown -> PDF, epub. I wrote a bit more about the writing process and consideration for traditional publishers here: https://news.ycombinator.com/item?id=22027026
15.
Self Publishing a Technical Book in 2020(levelup.gitconnected.com)
9 points by bweber 7y ago|0 comments
16.
Self Publishing a Technical Book in 2020(medium.com)
2 points by bweber 7y ago|0 comments
17.
Free Kindle Book on Python: “Data Science in Production”(amazon.com)
2 points by bweber 7y ago|0 comments
18.
by bweber 7y ago
Please leave a review if you purchased on Amazon.
19.
by bweber 7y ago
For paper size, I decided to use 6x9 from the start. I also didn't consider the epub format until the end, and then used the "print replica" feature on Kindle Direct to create a kindle version, which lacks text resizing and a
20.
by bweber 7y ago
Virtual environments are useful when setting up a single machine, but many of the tools covered in the book do not directly support venv, such as Lambda functions, Cloud Dataflow, and Databricks. In general, the goal is to get readers to ex
21.
by bweber 7y ago
Thanks. I originally planned on covering more topics related to DevOps, such as CI/CD for model deployment, but felt that this might be a bit of a stretch for some readers, and it's any area where I have less experience. Glad to h
22.
by bweber 7y ago
Sounds like there is a few requests for this, so I'll look to authoring a post on this. And also talk about motivation for going the self-publishing route. You can follow me on Medium for this update: https://medium.com&#x2F
23.
by bweber 7y ago
Here's the complete source for the last text I authored using this pipeline: https://github.com/bgweber/StartupDataScience/tree/master/bo... You can use the same tooling to create an epub output, bu
24.
by bweber 7y ago
I might do one of the trade-offs between self-publishing and working with a publisher. With Kindle Direct Publishing, it's pretty straight forward. It's more about the tooling to produce the text and the process of using Kindle Di
25.
Show HN: Self-Published Book – “Data Science in Production”
172 points by bweber 7y ago|18 comments
26.
Show HN: I Self Published a Book on “Data Science in Production”
1 points by bweber 7y ago|0 comments
27.
Real-Time Scikit-Learn Models with Structured Streaming in PySpark(towardsdatascience.com)
3 points by bweber 7y ago|0 comments
28.
Streaming Scikit-Learn with PySpark(medium.com)
9 points by bweber 7y ago|0 comments
29.
Scaling Scikit-Learn with Apache Beam and Cloud Dataflow(levelup.gitconnected.com)
3 points by bweber 7y ago|0 comments
30.
Scaling Scikit-Learn with Apache Beam(medium.com)
2 points by bweber 7y ago|0 comments

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