$300

Data Science Practicum: Customer Segmentation

Event Information

Share this event

Date and Time

Location

Location

9314 Venice Blvd

Culver City, CA 90232

View Map

Refund Policy

Refund Policy

Refunds up to 7 days before event

Event description

Description

Data Science Practicum

  • build your data portfolio and CV with github-ready work
  • expand your analytic and data science skills with project-based learning
  • nerd out with fellow data obsessives

This workshop meets three times for three hours, Saturday 1/27/18, 2/3/18, and 2/10/18.


Customer Segmentation

The workshop series will focus on applying advanced Unsupervised Learning techniques to the segmentation of customer data. Using a substantive (non-toy) dataset, we will explore:

  • Sampling for large datasets
  • Data Conditioning
  • Outlier Analysis
  • Principal Component Analysis
  • Multiple Correspondence Analysis
  • K-Means Clustering

Time permitting, we will also look at:

  • Kernel PCA
  • Prince/Facebook PCA
  • Generalized Low Rank Models

Technology Requirements

Participants will work through the curriculum in Python and should be comfortable with the fundamentals of the language prior to beginning the practicum.

Share with friends

Date and Time

Location

9314 Venice Blvd

Culver City, CA 90232

View Map

Refund Policy

Refunds up to 7 days before event

Save This Event

Event Saved