PythonHub Logo Python Hub Weekly Digest for 2020-02-23

Cover by unsplash.com

đź’– Most Popular

15 Python Libraries for Data Science You Should Know
There are quite a few great, free, open-source Python libraries for data science. In this post, ...

NSA just declassified their python training documents

Python Tools for Record Linking and Fuzzy Matching
Introduction Record linking and fuzzy matching are terms used to describe the process of joining ...

Python ETL Tools: Best 8 Options
Want to do ETL with Python? Here are 8 great libraries and a hybrid…

Reproducing SQL queries in Python codes
Exhaustive introduction to rewrite SQL queries in python with…


đź“– Articles

Machine Learning: Step-By-Step
A Step-By-Step Guide To Machine Learning Classification In Python Using…

Building an IVR System with Python, Django and Twilio
Last year my team and I worked on a very challenging IVR system. After almost a year in production ...

Data Cleaning in Python: the Ultimate Guide (2020)
Techniques on what to clean and how.

Autoencoders with Keras, TensorFlow, and Deep Learning
In this tutorial, you will learn how to implement and train autoencoders using Keras, TensorFlow, ...

How to not get caught while web scraping?
Building a robot that will imitate regular human internet…

How I Stopped Learning to Code and Started Coding
A junior developer’s report on taking the next step forward

Optimize Python Code in Jupyter Notebook
Bored waiting for a slow Python job to finish? Let’s find the…

Modularity for Maintenance
Never send a human to do a machine’s job. One of the best things about maintaining open source in ...

Ten Tips to Save you Time and Frustration When Programming ⏳
Plus a bonus plan for resolving errors…

Matrix Operations with Python NumPy-II
Trace of a Matrix Calculations Trace of a Matrix is the sum of diagonal elements of the ...

How I Learned Python in 6 Months
From a pharmacy student with no programming experience to a data…

Designing a Feature Selection Pipeline in Python
So robust that your nana will try to replace her well-seasoned cast iron pan with it

4 Uncommon Python Tricks You Should Learn
Tools to help you master Python

Building a real-time prediction pipeline using Spark Structured Streaming and Microservices

Docker Best Practices for Data Scientists
Trying out random commands usually end up in chaos. Knowing…

Tour of Python Itertools
Let’s explore two great Python libraries — itertools and more_itertools and…

A First Step Into Writing Recursive Functions
Learn to write functions that call themselves

Magic Methods in Python, by example

Top 3 New Features in Pandas 1.0
A couple of new time and nerve saving features

Auto-Generated Knowledge Graphs
Utilize an ensemble of web scraping bots, computational linguistics…

Python Refresher — Loops and Functions

How Can We Best Switch in Python?
Are you tired of writing too many if…elif…else statements when you…

Understanding Best Practice Python Tooling by Comparing Popular Project Templates
A look at well-known…

Top 21 String Programming Interview Questions for Beginners and Experienced Developers

Python Hub Weekly Digest for 2020-02-16

Side Gigs That Will Make You Money as a Programmer in 2020
An unbiased look at revenue streams every…

Introducing Diagrams: Diagram as Code
Build cloud architecture diagrams without leaving your IDE


⚙️ Projects

bregman-arie / devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization

tiangolo / full-stack-fastapi-postgresql
Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

drivendata / cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

pallets / werkzeug
The comprehensive WSGI web application library.

pre-commit / pre-commit-hooks
Some out-of-the-box hooks for pre-commit

scipy / scipy
Scipy library main repository


đź‘ľ Reddits

Backtracking algorithm visualized with Sudoku

I made an app to watch music videos for the songs playing on your PC, while trying to synchronize them.

I've made a 3D scanner that's fully automated using Python script on Android phone!

I've made a sorting visualizer with python and matplotlib.

Python project that answers high-school problems almost instantly. Made using Tesseract, Scrapy and Flask.

Bank statement analyzer GUI with pandas, matplotlib and PyQt5

I just like undertale.

Introducing JustPy: An object-oriented, component based, high-level Python Web Framework that requires no front-end programming. With a few lines of only Python code, you can create interactive websites without any JavaScript programming. Comes with a comprehensive tutorial


← Previous Next →

Project by Ruslan Keba. Since 2012. Powered by Python.