List: Reading list | Curated by Thameem Abbas

Jan 12, 2025
66 stories
Reading list
In
Level Up Coding
by
Jacob Bennett
The 5 paid subscriptions I actually use in 2025 as a Staff Software EngineerTools I use that are cheaper than Netflix
Jan 7
212
Jan 7
212
In
Better ML
by
Jaideep Ray
Arithmetic Intensity : Understand Op limits — Memory or ComputeWhy ?
Dec 31, 2021
Dec 31, 2021
In
Google Cloud - Community
by
Mark Betz
Understanding kubernetes networking: ingressIn the first post of this series I described the network that enables pods to connect to each other across nodes in a kubernetes cluster…
Dec 17, 2017
34
Dec 17, 2017
34
In
Google Cloud - Community
by
Mark Betz
Understanding kubernetes networking: servicesIn the first post of this series I looked at how kubernetes employs a combination of virtual network devices and routing rules to allow a…
Nov 21, 2017
24
Nov 21, 2017
24
In
Google Cloud - Community
by
Mark Betz
Understanding kubernetes networking: podsThis post is going to attempt to demystify the several layers of networking operating in a kubernetes cluster. Kubernetes is a powerful…
Oct 26, 2017
26
Oct 26, 2017
26
Fan Pier Labs
Wrangling a 100TB data set for Machine LearningDisclaimer: All material in this post has been used with permission. Certain details modified for client confidentiality.
Jun 3, 2024
1
Jun 3, 2024
1
In
Tinyclues Vision
by
João Gabriel Lopes
Optimizing TensorFlow Models for InferenceHow we found a simple way to reduce the memory consumption of production models by up to 80% with no loss in predictive power!
Jan 28, 2022
Jan 28, 2022
In
FARFETCH Technology
by
FARFETCH Tech
Scaling Recommenders systems with VespaBy Ricardo Rossi Tegão
Mar 26, 2024
Mar 26, 2024
Alok Shankar
Understanding Google’s “Attention Is All You Need” Paper and Its Groundbreaking ImpactWith all the buzz around Generative AI, ChatGPT, Bard, etc., it is worthwhile to look at the work that influenced it all. In 2017, a…
Sep 27, 2023
Sep 27, 2023
Fayas Akram
Scale EKS Like a Boss! Here’s How to Save 70% with Karpenter!Scaling Kubernetes clusters effectively can feel like a constant battle. You need to ensure your applications have enough resources to…
Mar 23, 2024
1
Mar 23, 2024
1
Gregory Zem
Explaining the Mixture-of-Experts (MoE) Architecture in Simple TermsDemystifying Mixture of Experts (MoE) on the Large Language Models: Simplifying the Complex World of MoE Models for Everyone.
Jan 9, 2024
1
Jan 9, 2024
1
In
TDS Archive
by
Skylar Jean Callis
Vision Transformers, ExplainedA Full Walk-Through of Vision Transformers in PyTorch
Feb 27, 2024
13
Feb 27, 2024
13
In
Level Up Coding
by
Hayk Simonyan
System Design Interview Question: Design SpotifyHigh-level overview of a System Design Interview Question - Design Spotify.
Feb 20, 2024
50
Feb 20, 2024
50
Vladimir Iglovikov
Decoding JPEGs: OpenCV Falls Behind TensorFlow and torchvision in Speed TestsExploring JPEG decoding speeds: How OpenCV lags behind TensorFlow & torchvision in our latest benchmarks.
Feb 26, 2024
Feb 26, 2024
In
The Startup
by
Sohan Ganapathy
Handling Transactions in the Microservice worldIt seems like everyone today is thinking and building Microservices — me included. Microservice’s from its first principles and in its…
May 10, 2019
25
May 10, 2019
25
In
Inside SumUp
by
Vitor Falcao
Stop using Alpine Docker imagesEverybody loves Alpine images because they are light and have a smaller attack surface, but maybe they are not the best option anymore.
Apr 27, 2022
26
Apr 27, 2022
26
In
Postmortems
by
Medium Engineering
Monday 31 October 2016Outage on post pages
Nov 3, 2016
Nov 3, 2016
In
Geek Culture
by
Zahar Chikishev
TensorFlow Sad StoryI have been using Pytorch for several years now, and always enjoyed it. It is clear, intuitive, flexible and fast. And then I was…
Aug 25, 2021
30
Aug 25, 2021
30
In
TDS Archive
by
Michael Markin
5 Lesser-Known Python Libraries for Your Next NLP ProjectWith code examples and explanations.
Dec 24, 2021
7
Dec 24, 2021
7
In
TDS Archive
by
Dario Radečić
Bye-bye PowerPoint. Hello Marp!Could this free Markdown-based tool replace PowerPoint? Yes, but there’s a catch.
Oct 7, 2021
36
Oct 7, 2021
36