Python Top 10 Articles — June 2018
What’s trending in Python?
Here’s what’s trending this month in Python. Topics include:
- How to build your own Neural Network from scratch in Python
- A Complete Machine Learning Project Walk-Through in Python: Part One
- Web Scraping, Regular Expressions, and Data Visualization: Doing it all in Python
- Unsupervised Learning with Python
Whether you’re an experienced Python Developer, or a newbie looking to learn the basics, there’s something for everyone on this list.
Disclosure: We receive compensation from the courses we feature.
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Top 10 Articles
1. How I automated my job search by building a web crawler from scratch
The gist of this article is to show you how to build a web scraper that could collect email addresses and respond to people looking for software engineers within a 100-mile radius of Seattle — with other features as well.
2. Unsupervised Learning with Python
By Vihar Kurama
Know the difference between supervised and unsupervised learning with Python and get a glimpse on how to find patterns in date with Machine Learning techniques.
3. Web Scraping, Regular Expressions, and Data Visualization: Doing it all in Python
Learn three sets of data sciences skills in just one article. Dive into the real world of web scraping, regular expressions, and data visualization and do it all in Python.
4. How to build your own Neural Network from scratch in Python
By James Loy
Check out this beginner’s guide on how to better understand inner workings of Deep Learning plus build your own Neutral Network all the way from scratch using Python.
5. A Complete Machine Learning Project Walk-Through in Python: Part One
Here’s a detailed and complete step-by-step machine learning walk-through in Python you can read to see how all the pieces come together on a real-world setup dataset.
6. A Complete Machine Learning Walk-Through in Python: Part Two
Here’s the second part of the Machine Learning Walk-Through in Python that focuses more on how to implement and compare several machine learning models, perform hyperparameter tuning and evaluate the final model.
7. Automated Machine Learning on the Cloud in Python
Dive into the world of data science most especially on areas of data analysis and model training through cloud resources and machine learning pipelines. This article will show you how to implement them using Google Colaboratory and Python.
8. A short & practical HOW-TO guide to scrape data from a website using Python
By Félix Revert
A quick guide sharing how to do a web scraping program from a website using Python — simple steps and plan on how to execute, provided with a Python code shared at the end of the article.
9. Prime Numbers using Python
If you’re looking into a traditional Prime Number program using Python, here’s a detailed article that helps you generate a list of all prime numbers less than 20.
10. Building your first Chat Application using Flask in 7 minutes
By Samhita Alla
In 7 minutes, learn how to build your first chat application using Flask, a Python web framework with the help of SocketIO and JQuery. Get to know some answers to all the basic questions like how to use the mentioned libraries and many more!
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