Lessons Repository for BAH 1 Cohort
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README.md

DS-DC-BAH1

The Course materials for General Assembly's Data Science course for Booz Allen Hamilton in Washington D.C. (7/21/17 - 9/15/17)

Capstones

Refer to https://git.generalassemb.ly/ds-dc-19-bah-07-2017/DS-DC-BAH1/tree/master/unit-4_project for capstone information. Submission links and instructions can be found in https://git.generalassemb.ly/ds-dc-19-bah-07-2017/DS-DC-BAH1/blob/master/unit-4_project/requirements.md .

Slack

You've all been invited to use Slack for chat during class and the day. Please consider this the primary way to contact other students. Office Hours are listed Weekly on Slack in the Office Hours Channel

Exit Tickets

Fill me out at the end of each class!

Your Team

Lead Instructor: Alex Egorenkov
Instructional Assistant: Charles Rice
Instructional Assistant: Sam Stack

Schedule

Class Date Topic Instructor Extra Material(s)
1 7/21 What is Data Science SMART Question Example
Your Development Environment iPython Notebook Practice
Python Fundamentals : Part 1
2 7/28 Python Fundamentals : Part 2
Review & Project 1
Statistics Review
Statistics Part 2
3 8/4 Exploratory Data Analysis
Data Visualization in Python
Review and Project 2 Workshop
4 8/11 Linear Regression
Train-Test Split & Bias Variance
5 8/18 KNN / Classification
Logistic Regression
6 8/25 Review and Project 3 Workshop
Getting Data from API's
NLP
7 9/8 FLEX: Decision Trees or Clustering
8 9/15 Review and Project 4 Workshop
Project Presentations