Compiling Python from scratch with Github Codespaces
32Learn to install Python from scratch with Github Codespaces. Also learn to use Github Copilot with Ludwig.
00:00 Intro
01:09 Create new Github Repository
01:58 Create new Github Codespace with 16 cores
02:62 Configure Visual Studio Code Dark Theme
03:47 apt-get update and apt-get install python development tools
04:32 Using htop to monitor multi-core load
05:13 downloading python from www.python.org
05:45 Installing python from source
06:40 ./configure --enable-optimizations
07:28 Compiling python with multi-core flag make -j 16
09:24 Finishing install with sudo make altinstall
10:07 Replacing system python by using the newly installed python with ~/.bashrc alias
11:07 Creating virtualenv and sourcing it inside of ~/.bashrc
12:22 Create project scaffold with requirements.txt and Makefile
12:00 Installing ludwig with make install command
13:53 Install Github Copilot
14:29 Commit code and setup Github Actions
17:41 Test out Github Copilot auto-complete with "ludwig"
If you enjoyed this video, here are additional resources to look at:
Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale
Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke
AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:
https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true
O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017
O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/
Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/
Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ
Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8
Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7
Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7
Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q
Subscribe to 52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.com
View content on noahgift.com: https://noahgift.com/
View content on Pragmatic AI Labs Website: https://paiml.com/