Data Science Weekly Newsletter - Issue 234

Issue #234

May 17 2018

Editor Picks
 
  • Playing Google's T-rex game with TensorFlow
    The goal of this project is to play Google’s offline T-rex Dino game using Reinforcement Learning (RL). The RL algorithm is based on the Deep Q-Learning algorithm [1] and is implemented in TensorFlow (TF), hence the name TF-rex ;)...
  • MIT built a self-driving car that can navigate unmapped country roads
    Researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have developed a new system that allows self-driving cars to drive on roads they’ve never been on before without 3D maps. Called MapLite, the system combines simple GPS data that you’d find on Google Maps with a series of sensors that observe the road conditions...
 
 

A Message from this week's Sponsor:

 

 
Quick Question For You: Do you want a Data Science job?

After helping hundred of readers like you get Data Science jobs, we've distilled all the real-world-tested advice into a self-directed course.

The course is broken down into three guides:
  1. Data Science Getting Started Guide. This guide shows you how to figure out the knowledge gaps that MUST be closed in order for you to become a data scientist quickly and effectively (as well as the ones you can ignore)

  2. Data Science Project Portfolio Guide. This guide teaches you how to start, structure, and develop your data science portfolio with the right goals and direction so that you are a hiring manager's dream candidate

  3. Data Science Resume Guide. This guide shows how to make your resume promote your best parts, what to leave out, how to tailor it to each job you want, as well as how to make your cover letter so good it can't be ignored!

Click here to learn more ...
   
 

Data Science Articles & Videos

 
  • GluonCV — Deep Learning Toolkit for Computer Vision
    Someone once asked me what was the hardest thing to do when developing MXNet. I would not hesitate to say that replicating experimental results from papers is the most difficult part. Using state-of-the-art computer vision models has never been easier! Try out our new Gluon CV toolkit!...
  • AI and Compute
    We’re releasing an analysis showing that since 2012, the amount of compute used in the largest AI training runs has been increasing exponentially with a 3.5 month-doubling time (by comparison, Moore’s Law had an 18-month doubling period)...
  • Two-sample t-test and robustness
    A two-sample t-test is intended to determine whether there’s evidence that two samples have come from distributions with different means. The test assumes that both samples come from normal distributions...
  • Seven Strategies for Optimizing Numerical Code
    Python provides a powerful platform for working with data, but often the most straightforward data analysis can be painfully slow. When used effectively, though, Python can be as fast as even compiled languages like C. This talk presents an overview of how to effectively approach optimization of numerical code in Python, touching on tools like numpy, pandas, scipy, cython, numba, and more...

 

Jobs

 
  • Director of Data Science - Fair Trade Certified - Oakland, CA
    Fair Trade USA's newly formed Data Team works with departments across the organization to collect, manage, analyze and share data about Fair Trade USA’s business and the impact of our work. The organization is committed to being excellent stewards of our data while working quickly to create meaningful data insights that can be used to evaluate the effectiveness of our programs and deliver supply chain insights to our partners. The Director of Data Science will lead a team of 7 data practitioners at Fair Trade USA...
 
 

Training & Resources

 
  • Figure Eight Datasets
    These datasets were curated on the Figure Eight platform. They are free to download for the entire data science community...
  • altair-tutorial
    Notebooks for the Altair tutorial, given at PyCon 2018...
 
 

Books

 

 
 
P.S., Want to reach our audience / fellow readers? Consider sponsoring - grab a spot now; first come first served! All the best, Hannah & Sebastian
 
Sign up to receive the Data Science Weekly Newsletter every Thursday

Easy to unsubscribe. No spam — we keep your email safe and do not share it.