Episode #143 Tuning Python Web App Performance - [Talk Python To Me Podcast]
https://talkpython.fm/episodes/show/143/tuning-python-web-app-performance
https://talkpython.fm/episodes/show/143/tuning-python-web-app-performance
talkpython.fm
Tuning Python Web App Performance
Do you run a web application or web service? You probably do a couple of things to optimize the performance of your site. Make sure the database response quickly and more. But did you know a well of performance improvements live in your web servers themselves?
Simple Linear Regression in Python – Matt Stanford – Medium
https://medium.com/@mjfstanford/simple-linear-regression-in-python-905b759ef0e6
https://medium.com/@mjfstanford/simple-linear-regression-in-python-905b759ef0e6
Medium
Simple Linear Regression in Python
“If you can’t explain it simply, you don’t understand it well enough.”
Top 10 Python libraries of 2017 - Tryolabs Blog
https://tryolabs.com/blog/2017/12/19/top-10-python-libraries-of-2017/?ref=hn
https://tryolabs.com/blog/2017/12/19/top-10-python-libraries-of-2017/?ref=hn
Tryolabs
Top 10 Python libraries of 2017
Julia vs. Python: Julia language rises for data science | InfoWorld
https://www.infoworld.com/article/3241107/python/julia-vs-python-julia-language-rises-for-data-science.html#tk.rss_all
https://www.infoworld.com/article/3241107/python/julia-vs-python-julia-language-rises-for-data-science.html#tk.rss_all
InfoWorld
Julia vs. Python: Which is best for data science?
Python has turned into a data science and machine learning mainstay, while Julia was built from the ground up to do the job
Class Imbalance in Credit Card Fraud Detection - Part 1 : Understanding Effect on Model Accuracy
http://blog.madhukaraphatak.com/class-imbalance-part-1/
http://blog.madhukaraphatak.com/class-imbalance-part-1/
Madhukaraphatak
Class Imbalance in Credit Card Fraud Detection - Part 1 : Understanding Effect on Model Accuracy
Thoughts on technology, life and everything else.
How performant is your Python web application - Agiliq Blog | Django web app development
http://agiliq.com/blog/2017/11/how-performant-your-python-web-application/
http://agiliq.com/blog/2017/11/how-performant-your-python-web-application/
Python Software Foundation News: Community is at its Peak at North Bay Python
http://pyfound.blogspot.ro/2017/12/community-is-at-its-peak-at-north-bay.html
http://pyfound.blogspot.ro/2017/12/community-is-at-its-peak-at-north-bay.html
pyfound.blogspot.co.uk
Community is at its Peak at North Bay Python
As I sat in the cool, darkened theater, I reflected on what had brought me to North Bay Python. While I had heard the buzz about a Python ...
Building a Poor Man’s Deep Learning Camera in Python - Make Art with Python
https://www.makeartwithpython.com/blog/poor-mans-deep-learning-camera/
https://www.makeartwithpython.com/blog/poor-mans-deep-learning-camera/
Make Art with Python
Building a Poor Man’s Deep Learning Camera in Python
Streaming a webcam to a deep learning model the hacker’s way
Machine Learning 101 with Paige Bailey on the Hanselminutes Technology Podcast: Fresh Air for Developers
https://www.hanselminutes.com/611/machine-learning-101-with-paige-bailey
https://www.hanselminutes.com/611/machine-learning-101-with-paige-bailey
Hanselminutes
Machine Learning 101 with Paige Bailey
This week on the show Scott talks to Data Scientist and AI expert Paige Bailey. What's the difference between machine learning and deep learning? Do I need to learn R and Python to use machine learning models? Do models need to deploy regularly or can I use…
Fastest way to uniquify a list in Python >=3.6 - Peterbe.com
https://www.peterbe.com/plog/fastest-way-to-uniquify-a-list-in-python-3.6
https://www.peterbe.com/plog/fastest-way-to-uniquify-a-list-in-python-3.6
pyGAM : Getting Started with Generalized Additive Models in Python
https://codeburst.io/pygam-getting-started-with-generalized-additive-models-in-python-457df5b4705f
https://codeburst.io/pygam-getting-started-with-generalized-additive-models-in-python-457df5b4705f
Medium
pyGAM : Getting Started with Generalized Additive Models in Python
I came across pyGAM a couple months ago, but found few examples online. Below is a more practical extension to the documentation found in…
10 Tips for Upgrading to Django 2.0 — Eldarion Blog
http://eldarion.com/blog/2017/12/26/10-tips-upgrading-django-20/
http://eldarion.com/blog/2017/12/26/10-tips-upgrading-django-20/
Eldarion
10 Tips for Upgrading to Django 2.0 - Eldarion
The much anticipated Django 2.0 was recently released and we are updating Pinax apps, client projects, and our own sites. This offers the perfect opportunity to share our process and some of the most common issues.
Copy-on-write friendly Python garbage collection – Instagram Engineering
https://engineering.instagram.com/copy-on-write-friendly-python-garbage-collection-ad6ed5233ddf
https://engineering.instagram.com/copy-on-write-friendly-python-garbage-collection-ad6ed5233ddf
Medium
Copy-on-write friendly Python garbage collection
At Instagram, we have the world’s largest deployment of the Django web framework, which is written entirely in Python. We began using…
Jupyter Notebook Viewer
https://nbviewer.jupyter.org/github/vlad17/np-learn/blob/master/presentation.ipynb
https://nbviewer.jupyter.org/github/vlad17/np-learn/blob/master/presentation.ipynb
Cryptocurrency Analysis with Python - Buy and Hold | Roman Orac blog
https://romanorac.github.io/cryptocurrency/analysis/2017/12/25/cryptocurrency-analysis-with-python-part2.html
https://romanorac.github.io/cryptocurrency/analysis/2017/12/25/cryptocurrency-analysis-with-python-part2.html
Roman Orac blog
Cryptocurrency Analysis with Python - Buy and Hold
In this part, I am going to analyze which coin (Bitcoin, Ethereum or Litecoin) was the most profitable in last two months using buy and hold strategy. We’ll go through the analysis of these 3 cryptocurrencies and try to give an objective answer.
Uncovering hidden patterns through machine learning - O'Reilly Media
https://www.oreilly.com/ideas/uncovering-hidden-patterns-through-machine-learning
https://www.oreilly.com/ideas/uncovering-hidden-patterns-through-machine-learning
O’Reilly Media
Uncovering hidden patterns through machine learning
Lessons from FizzBuzz for Apache MXNet.
Cryptocurrency Analysis with Python - MACD | Roman Orac blog
https://romanorac.github.io/cryptocurrency/analysis/2017/12/17/cryptocurrency-analysis-with-python-part1.html
https://romanorac.github.io/cryptocurrency/analysis/2017/12/17/cryptocurrency-analysis-with-python-part1.html
Roman Orac blog
Cryptocurrency Analysis with Python - MACD
Cryptocurrencies are becoming mainstream so I’ve decided to spend the weekend learning about it. I’ve hacked together the code to download daily Bitcoin prices and apply a simple trading strategy to it.