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Trials and Tribulations of a Data Scientist

Beginning with teaching basic data science and a few case studies, we'll see what this grows into...

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Trials and Tribulations of a Data Scientist | thegrimmscientist.com Reviews
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Beginning with teaching basic data science and a few case studies, we'll see what this grows into...
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2 allen g grimm
3 tutorial decision trees
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5 decision trees
6 machine learning
7 information theory
8 on process
9 data science workflow
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Trials and Tribulations of a Data Scientist | thegrimmscientist.com Reviews

https://thegrimmscientist.com

Beginning with teaching basic data science and a few case studies, we'll see what this grows into...

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thegrimmscientist.com thegrimmscientist.com
1

Vagrant Tutorial - Spark in a VM

http://www.thegrimmscientist.com/2014/12/01/vagrant-tutorial-spark-in-a-vm

Vagrant Tutorial - Spark in a VM. Configuring my computer's environment for different tools without risk of breaking my work computer sounds like a dream. Bonus points to use those configurations to practice firing up a cluster of virtual machines. In comes Vagrant. Vagrant wraps around other virtual machines (VirtualBox in vanilla Vagrant, but can manage other providers. Let's start from scratch and build up to a virtual machine running Spark. Denotes a command to be ran in your terminal. It's now time ...

2

For The Layman - Trials and Tribulations of a Data Scientist

http://www.thegrimmscientist.com/tag/for-the-layman

Page 1 of 1. What is Data Science? Here's my personally biased stab at answering the infamous question. Try looking it up and you'll find one third buzz saying how needed it is, another ». Page 1 of 1. Trials and Tribulations of a Data Scientist. Proudly published with Ghost.

3

Decision Trees - Trials and Tribulations of a Data Scientist

http://www.thegrimmscientist.com/tag/decision-trees

Page 1 of 1. This is a tutorial on decision trees as a classifier. I'll start with a top level discussion, thoroughly walk through an example, then cover a bit ». Page 1 of 1. Trials and Tribulations of a Data Scientist. Proudly published with Ghost.

4

Information Theory - Trials and Tribulations of a Data Scientist

http://www.thegrimmscientist.com/tag/information-theory

Page 1 of 1. This is a tutorial on decision trees as a classifier. I'll start with a top level discussion, thoroughly walk through an example, then cover a bit ». Page 1 of 1. Trials and Tribulations of a Data Scientist. Proudly published with Ghost.

5

The Data Science Process

http://www.thegrimmscientist.com/2014/10/01/the-data-science-process

The Data Science Process. Over all of my projects for all of my different clients, from data mining on biomechanics data to predicting user behavior in games to recommending connections in a social network, I began noticing that all my reports and work logs took one of four contexts; each with a consistent target audience and a consistent take-home. Formalizing those four steps gave me this data science process. The third - uplift modeling in a majar bank. My four part data science process is:. Look at a...

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Trials and Tribulations of a Data Scientist

Trials and Tribulations of a Data Scientist. Beginning with teaching basic data science and a few case studies, we'll see what this grows into. Page 1 of 1. Vagrant Tutorial - Spark in a VM. Configuring my computer's environment for different tools without risk of breaking my work computer sounds like a dream. Bonus points to use those configurations to practice ». The Data Science Process. What is Data Science? Page 1 of 1. Trials and Tribulations of a Data Scientist. Proudly published with Ghost.

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