Python Weekly (Issue 385 February 21 2019)

Python Weekly - Issue 385

February 21, 2019

Python Weekly

Welcome to issue 385 of Python Weekly. Let's get straight to the links this week.

From Our Sponsor 

Start tracing requests across service boundaries, troubleshooting slow request, and optimizing your Python apps within minutes.

 

Articles, Tutorials and Talks

In this tutorial you will learn how to classify breast cancer in histology images using Keras, Deep Learning, and Python.

With a Raspberry Pi, low-cost gas sensors, and a remote-controlled switch, you can control the air quality in your house.

Distribute cross-platform GUI applications with the fman Build System.

A Complete Machine Learning Project Walk-Through in Python: Putting the machine learning pieces together; Model Selection, Hyperparameter Tuning, and Evaluation; Interpreting a machine learning model and presenting results

Manipulate Files and Folders With os and shutil.

Using ARIMA model, you can forecast a time series using the series past values. In this post, we build an optimal ARIMA model from scratch and extend it to Seasonal ARIMA (SARIMA) and SARIMAX models. You will also see how to build autoarima models in python

How to apply deep convolutional neural networks and auto-encoders for building a churn prediction model.

Performing Monte Carlo simulation using python with pandas and numpy.

In this article, you'll learn how to setup AWS CodePipeline for Continuous Integration and Continuous Delivery (CI/CD) pipeline for your Django Application.

A post about how to speed up running tests against a database, while still using as realistic an environment as possible, with a little help from Docker.

Python Jobs of the Week

You will be responsible for the custom application development, reporting, and product integration of new and existing solutions for the assigned departments. Most custom applications are developed in Python with the Django framework, and with MS SQL databases.

We are looking for a Senior Python Engineer who is interested in being part of a platform that handles millions of requests per day. You will be conceiving, designing and delivering the most complex products and pushing the boundaries of perfection. 

Interesting Projects, Tools and Libraries

Deep Planning Network: Control from pixels by latent planning with learned dynamics.

Async database support for Python.

Simple Tensorflow Cookbook for easy-to-use.

A Django extension that supports PostgreSQL 11 time ranges and list partitioning.

AI-based failure detection for 3D printer remote management and monitoring. 

Transform ML models into a native code (Java, C, Python, etc.) with zero dependencies.

A module for pivoting Django Querysets.

A lightweight online dictionary integration to the command line. No browsers. No paperbacks.

Upcoming Events and Webinars

The workshop will last four days, with hands-on discussions, hacking sessions, and technical presentations. The goal of the event is to foster collaboration and the sharing of knowledge between downstream library authors and contributors, and favor upstream contributions.

There will be following talks

  • Machine Learning Meets Online Fashion

  • The Web Application Messaging Protocol - The Future Of Python Web Development?

  • Import as an antipattern - Demystifying Dependency Injection in Python

There will be talk, Deeper Dive: Integrating Python with AWS.

There will be following talks

  • PyLauncher in Windows

  • Scheduling made easier with python

Our Other Newsletters

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