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With John Downs (Software Engineer in Test @ Yodle)
Saturday, July 12, 2014 at 01:00 PM    Cost: Not Known
AlleyNYC, 500 7th Ave, 17th Fl
 
     
 
 
              

              
 
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LOCATION
 
DESCRIPTION
Date: July 5th, 12th, 19th, 26th, Demo Day: August 21st

Time: 1:15pm - 5:15pm

Instructor: John Downs, Software Engineer in Test at Yodle

Venue: 500 7th Ave, 17th Fl., New York, NY (close to Times Square, between 37th & 38th street)

Course Overview: This five week course is an introduction to data analysis with the Python programming language aimed at beginners.

Project Demo Day & Certificates: From the rudimentary building blocks of programming basics, to data manipulation & use of advanced drawing packages, the course ends with a demonstration of a project of your choice on Project Demo Day. On Demo Day you will access & analyze real data, utilizing the tools & skill sets taught to you throughout the course. After the successful completion of the course & demonstration, you will qualify for one of three certificates: Extraordinary Standing, Honorable Graduation, & Active Participation.

Certificates are awarded according to your understanding, skill, & participation.


Week 1 - The Python Programming Language

Overview of syntax, built in functions & data structures
Introduction to the standard library
Object oriented programming
Week 2 - Computational Statistics
Review of probability & statistics
Hypothesis testing
Introduction to Pandas
Week 3 - Data Analysis with Pandas
The exploratory data analysis process
Working with real world data
Data visualization with Matplotlib
Week 4 - Data on the Web
Web scraping
Accessing APIs
Building web applications
Week 5 - Gentle Introduction to Machine Learning
What is machine learning?
The Scikit-Learn API
Image Processing / Text Classification
 
 
 
 
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