10x Time
Every Wednesday afternoon we read technical articles, watch videos, work on mini-projects, and then we discuss it on a joint video call. Here is the list of historical 10x topics.
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Cybersecurity in Medical Devices: Quality System Considerations and Content of Premarket Submissions
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Hacker Laws
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Cython
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Structural Pattern Matching
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Cross-Platform Mobile Development with React Native
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The Socratic Method: A Practioner's Handbook
by Ward Farnsworth
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Learning Resource Sharing
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Small Group Session Planning
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An Introduction to GitHub Actions
by Gabriel Tanner
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Parameter-Based Testing Using Hypothesis
by Hypothesis Works
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The C4 model for visualising software architecture
by Simon Brown
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Docker Documentation Review
by Docker
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Risk-First Software Development - On Estimating
by Rob Moffat
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Risk-First Software Development
by Rob Moffat
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Complete Guide to Bringing a Medical Device to Market
by Tom Rish
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How to Write a Git Commit Message
by Chris Beams
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What is Elasticsearch?
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Web Content Accessibility Guidelines (WCAG) 2.1
by Ben Caldwell, Michael Cooper, Loretta Guarino Reid, Gregg Vanderheiden, et. al.
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GraphQL
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Julia
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Write code that is easy to delete, not easy to extend.
by tef
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Video Series - Learn how the Internet works
by Ben Eater
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Will handheld ultrasound bring imaging into the home?
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D. Richard Hipp - SQLite [The Databaseology Lectures - CMU Fall 2015]
by D. Richard Hipp
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Top 10 Application-Design Mistakes
by Jakob Nielsen and Page Laubheimer
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Files are fraught with peril
by Dan Luu
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Digital Image Processing
by Wilhelm Burger and Mark J. Burge
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Medical Imaging Signals and Systems (2nd Edition)
by Jerry L. Prince and Jonathan Links
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Proposed Regulatory Framework for Modifications to Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical Device (SaMD)
by FDA
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Proposed Regulatory Framework for Modifications to Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical Device (SaMD)
by FDA
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Coursera: Cryptography
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Stanford: Implementing an OS in Rust on a Raspberry Pi
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MIT OCW: Applied Category Theory
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PEP 557 -- Data Classes
by Eric V. Smith
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Round Table Discussion of 2018 FDA Safety Communications
by USA Food and Drug Administration
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Round Table Discussion of Attack's in OWASP's Cyber Security Catalog
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Overview of Fluorescence Glucose Sensing: A Technology with a Bright Future
by David C. Klonoff
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Write tests. Not too many. Mostly integration.
by Kent C. Dodds
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The Practical Test Pyramid
by Ham Vocke
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Just Say No to More End-to-End Tests
by Mike Wacker
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Deep learning in radiology: an overview of the concepts and a survey of the state of the art
by Maciej A. Mazurowski et. al.
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Why Doctors Hate Their Computers
by Atul Gawande
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Linux Kernel Development, 3e: Chapter 14 on The Block I/O Layer
by Robert Love
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Linux Kernel Development, 3e: Chapter 13 on The Virtual File System
by Robert Love
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How Browsers Work
by Tali Garsiel
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Networking Tutorial
by Ben Eater
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HIPAA Security Rule Regulation
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PEP484 - Type Hints
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Bash Scripting Best Practices
by Yaroslav Tkachenko
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Defensive BASH programming
by Kfir Lavi
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Beyond PEP 8 -- Best practices for beautiful intelligible code
by Raymond Hettinger
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Automated Medical Image Segmentation Techniques
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Localization Project
by J. David Giese and Yujan Shrestha, MD
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Regulatory Documentation Manager
by J. David Giese
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HIPAA Compliance for Developers: Getting Started
by Aptible
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What Every Computer Scientist Should Know About Floating Point Arithmetic
by David Goldberg
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Distributing Python Modules - Writing the Setup Script
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PEP 427 -- The Wheel Binary Package Format 1.0
by Daniel Holth
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Miniproject: Interpolation and Registration
by J. David Giese
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Medical Image Registration
by Derek L G Hill, Philipp G Batchelor, Mark Holden and David J Hawkes
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Class activation maps in Keras for visualizing where deep learning networks pay attention
by Jacob Gildenblat
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Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps
by Karen Simonyan, et al.
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Alice in Python Projectland
by Vicki Boykis
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The Law of Leaky Abstractions
by Joel Spolsky
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The Iceberg Secret, Revealed
by Joel Spolsky
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Things You Should Never Do, Part I
by Joel Spolsky
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Recursive Neural Tensor Nets
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Learning From Data, Section 2.3
by Yaser S. Abu-Mostafa, et al.
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Learning From Data, Section 2.2
by Yaser S. Abu-Mostafa, et al.
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Nuts and Bolts of Applying Deep Learning
by Andrew Ng
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Learning From Data, Section 2.1
by Yaser S. Abu-Mostafa, et al.
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Concurrent computing with Python
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A stable and fast implementation of natural neighbor interpolation
by Luming Liang & Dave Hale
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Education of a Programmer
by Terry Crowley
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Learning From Data, Section 1.4
by Yaser S. Abu-Mostafa, et al.
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Learning From Data, Section 1.3
by Yaser S. Abu-Mostafa, et al.
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Learning From Data, Section 1.2
by Yaser S. Abu-Mostafa, et al.
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Learning From Data, Section 1.1
by Yaser S. Abu-Mostafa, et al.
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What is the expectation maximization algorithm?
by Chuong B Do & Serafim Batzoglou
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What is self-documenting code and can it replace well documented code? [SO]
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How to Write the Perfect Pull Request
by Keavy McMinn
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CT Image Reconstruction
by Terry Peters
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The Python 3 Data Model
by Jeff Donahue et al.
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Getting started with three.js and WebGL
by James Sanchez Elias
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DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition
by Jeff Donahue et al.
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Fully Convolutional Networks for Semantic Segmentation
by Evan Shelhamer, Jonathan Long, and Trevor Darrell
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Pixel Recurrent Neural Networks
by Aäron van den Oord, Nal Kalchbrenner, and Koray Kavukcuoglu
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Visualizing and Understanding Convolutional Networks
by Matthew D. Zeiler and Rob Fergus
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Deep Learning, Self-Taught Learning and Unsupervised Feature Learning
by Andrew Ng
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Quality Work Doesn't Mean Quality Service
by David H. Maister
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Dermatologist-level classification of skin cancer with deep neural networks
by Andre Esteva, et al.
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Why Django Sucks
by Emil Stenström
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PyOpenCL Examples - First Six Mini Projects
by Tiago Ramalho
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On Writing Well - Chapter 10, Bits and Pieces
by William Zinsser
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The Rust Programming Language: Chapter 4 on Syntax and Semantics
by The Rust Development Team
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React Quick Start
by The React Development Team
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Understanding the Basis of the Kalman Filter
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Digital Image Processing: Sampling, Discrete Fourier Transform, Sample Rate
by Aggelos K. Katsaggelos
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Digital Image Processing: 2D Convolution, Filtering in Spatial Domain, 2D Fourier Transform
by Aggelos K. Katsaggelos
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Redux: UI Framework
by Dan Abramov
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RFC 3986: Uniform Resource Identifier (URI): Generic Syntax
by Berners-Lee, et al.
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The Humble Programmer
by Edsger W. Dijkstra
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Clean Code - Chapter 3 on Functions
by Robert C. Martin
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Clean Code - Chapter 2 on Meaningful Names
by Robert C. Martin
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Medical Image registration
by Derek L G Hill, et al.
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RFC 793: Transmission Control Protocol
by Information Sciences Institute
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Code Complete, 2ed - Chapter 20 on The Software Quality Landscape
by Steve McConnell
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Code Complete, 2ed - Chapter 7 on High-Quality Routines
by Steve McConnell
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Django
by Django Software Foundation
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Logical fallacies in software development
by Artur Martsinkovskyi
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Git Deep Dive
by GitHub.com
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Disassembly with Ghidra
by The National Security Agency
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Writing Professionaly
by Writing Commons
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Automation
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Generative Adversarial Networks (GANs)
by Jason Brownlee
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Haskell and Functional Programming Lessions
by Miran Lipovaca
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FIPS-140-2 and -3
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The Usability of Advanced Type Systems
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Intended Use/Indications for Use and the FDA Browser
by Jim Luker
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Debugging Tools
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ChatGPT Prompt Engineering for Developers
by Isa Fulford and Andrew Ng