Tutorials about various subjects I encountered as Computer Engineer. These tutorials neither cover any subject in detail nor this is their purpose. The intention is to give a quick and to the point guidance or answer.
Table of Contents
- Linux - Administration
- TPCH
- Creating dbgen script
- Generating data
- Loading data into PostgreSQL
- PostgreSQL
- Changing data default directory
- Playing with tablespaces - Handling scalability issues
- Playing with CSV files
- Scale matters
- Disk usage commands
df,du - Command
mount - Loading data to
Hadoopthe right way - Redirecting
Hiveexecution temporary files
- Disk usage commands
- Cluster matters
- Handling cluster at once with
pdsh
- Handling cluster at once with
- Git (Hub)
- Quick guide
- Setting username and password once
- Merge commits
- Commit only modified files
- Revert code changes
- Clean up after merge
- Interactive resolution of conflicts when `pull` w/ `stash`
- Merge remote master to local branch (answer by Joey Adams).
- Resolve conflicts w/ forced git pull
- Show Git branch in terminal (answer by nardele salomon)
- Update local branches list
- Coding and Debugging
- SSH tunneling
- Squid server
- Remote display - X11
- Eclipse IDE
- API Design Guidelines
- CSS colors w/ a name
- Hadoop
- Debugging - Local logs
- Spark
- Spark submit
- Spark shell
- Playing with CSV files
- Hive
- Introduction
- Installation
- Executing queries
- Playing with CSV files
- Python
- Assertions (w/ variables)
- Logging
- Logging in Django (answer by Yuseferi)
- Pytorch Weight Initialization
- Understanding Neural Network Weight Initialization
- How Are Principal Component Analysis and Singular Value Decomposition Related?
- What is the "dying ReLU" problem in neural networks?
- Image labeling
- PyTables
- Matplolib colorbar label size
- Delete created variables, functions, etc from the memory of the interpreter to avoid running out of memory while running code.
- 3D-Models w/ VTK and more
- Awesome Python
- Awesome MLOPs
- OCR
- R
- Markdown
- Machine Learning / Deep Learning
- Spatial patterns analysis
- SQL Server for Linux
- Visual Studio
- Radiology
- DICOM
- SimpleITK
- NIFTI
-
NLP
- Tesseract
- Tesseract OCR: Understanding the Contents of Documents, Beyond Their Text
- How to OCR with Tesseract, OpenCV and Python
- Text Extraction from a Table Image, using PyTesseract and OpenCV
- Improving the quality of the output
- A list of useful control parameters and config files.
- Tesseract User Manual
- Manual
- Command Line Usage
- Frequently Asked Questions
- PyTesseract
- Tesseract
- Angular
- Docker
- All platforms Docker standalone .deb files. Useful for offline installation.
- Debug docker image I.
- Debug docker image II.
- How to solve UnicodeDecodeError in Python 3.6? (answer by Daniel)
- Run Docker as non-root user I (non secure)
- Run Docker as non-root user II
- Run Docker as non-root user II
- Save and load Docker images as files (answer by Booba Skaya). Useful for offline Docker image import/export
- How to check if a process is running inside docker container?
- Linux Offline Docker installation
- Performance
- Django
- VirtualBox
- OSBoxes
- Training
- Statistics
- Workplace