Issue 117
— Notes —
Interested in building artificial intelligence systems but not sure where to start? I'm vetting a cloud-based Deep Learning as a Service platform that's geared towards organizations who don't have the engineering expertise to build these systems themselves, or would like to evaluate the technology without a large up front commitment. If your organization would benefit from a cloud-based platform that supports Deep Learning research and production pipelines, this is for you.
— In the News —
To Live Your Best Life, Do Mathematics
The ancient Greeks argued that the best life was filled with beauty, truth, justice, play and love. The mathematician Francis Su knows just where to find them.
How Fitbit’s data science team scales machine learning
Fitbit's data team is working to create a product experience that's specific to every one of its users. Here's how they're accomplishing that, in spite of Fitbit's massive scale.
— Sponsored Link —
Compose
Cloud Hosted Databases: 9 DBs to choose from, 5 min setup, auto-scaling, Cloud hosted. Free for 30 Days.
— Tools and Techniques —
Unlearning descriptive statistics
Forget what you think you know about descriptive statistics. Here's a whirlwind tour of the real stuff.
What is a GPU and Why Do I Care? A Businessperson's Guide
Initially invented to support graphics-intensive games, GPUs have become the optimal compute platform for data analytics. This is a great overview of what GPUs are, why they're so effective, and how to assess their costs.
A Data Driven Exploration of Kung Fu Films
Fun data exploration using tidy text, word2vec, and network graphs. Plus, Kung Fu movie recommendations!
Predicting gentrification using longitudinal census data
Here's how to predict how a neighborhood will evolve, using readily available Census data.
— Resources —
Learn TensorFlow and deep learning, without a Ph.D.
This 3-hour crash course offers a quick introduction to deep-learning fundamentals, with some TensorFlow thrown in.
— Data Viz —
mapedit - interactively edit spatial data in R
This is an elegant tool for working with geospatial data in R.
— Career —
How to get your first job in Data Science
Looking for your first data science job? Here are the skills and tools you need to know, how to master them, and tips for applying to jobs.
The Best Data Scientists Get Out and Talk to People
You can be good at your job by working at a computer all day. Here's how to level-up and be great.
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