Course Details Project Description, Dataset, Demos

Course Outline

Course Logistics

Instructor: Patrick Boily, uOttawa, Data Action Lab & Idlewyld Analytics
       Linked In profile
       pboily@uottawa.ca
       Follow @idlewyld_IACS on Twitter (#iqc4376) for Data Visualization content.

Schedule:
       Tuesdays, 13:00-14:30, Sep 15 – Dec 08
       Thursdays, 11:30-13:00, Sep 10 – Dec 03
       No class on Oct 27, and Oct 29

Zoom link
       Meeting ID: 784 099 4865
       Passcode: 7RXJ9J

Due Dates: Sep 25, Sep 30, Oct 10, Dec 21.

Project Description

Dataset: Dropbox link
(password is IQCF2020)

Samples:
       An Imputation Algorithm of BAC Levels for Drivers and Pedestrians in Fatal Collisions (Report)
       Covariance Analysis for the 2010 CCNM Pilot Study on Irritable Bowel Syndrome (Report)
       Covariance Analysis of Irritable Bowel Syndrome Study II (Report)
       Methodology of Canadian Vehicle Use Study (Extract) (Report)
       CVUS Estimates (“Dashboard”)
       Data Analysis Case Study (White Paper)
       Failure Analysis Simulation Model for the APMRD-II (Executive Summary, Report Extract)
       Analysis of Fluidity Indicators and Seasonality Adjustments for Containers Transit Times in Multi-Modal Supply Chain Networks (Report Summary)
       Analysis of 2015 OPFFA Data (Proposal)
       Assessment and Analysis of DFATD Consular Data (Phase 1)/a> (Proposal)
      
Consular Resource Use Data and Data System Assessment and Analysis (Proposal)
       Failure Analysis Simulation Model for the APMRD-II (Proposal Amendment)
       An old CV
       A more recent CV
       An old student CV
       A more recent student CV
       Twitter, Casual, and Formal Bios
       NWMO Phases I (Workplan)
       NWMO Phases II (Workplan)
       NWMO Tasks 1 (Workplan)
       NWMO Tasks 2 (Workplan)
       NWMO Tasks 3 (Workplan)
       Analysis of DFATD Consular Data (Workplan)
       Analysis of DFATD Consular Data (Detailed Workplan)
       Failure Analysis Simulation Model for the APMRD-II (Quality Plan)
       Failure Analysis Simulation Model for the APMRD-II (Progress Report 1)
       Failure Analysis Simulation Model for the APMRD-II (Progress Report 2)
       Failure Analysis Simulation Model for the APMRD-II (Progress Report 3)
       Provision of Services Agreement
       Python Regular Expressions and More (Notebook)

Non-Technical Aspects of Consulting Case Studies and Other Videos
Slide Decks:
       Introduction
       The Consulting Life Cycle
       Lessons Learned
       Business Development
       Technical Writing

Video Lectures (04:39:33)
       1.1 – The Consulting Framework (12:08)
       1.2 – Ethical Considerations (16:01)
       1.3 – Guiding Principles (10:46)
       1.4 – Asking the Right Questions (04:45)
       1.5 – The Structure of Data (19:07)
       1.6 – Quantitative Analysis Workflow (28:48)
       1.7 – Roles and Responsibilities (14:24)
       1.8 – Consulting Cheat Sheet (09:05)
       2.0 – The Consulting Life Cycle (05:27)
       2.1 – Marketing (23.37)
       2.2 – Initial Contact (02:34)
       2.3 – Meetings (07:40)
       2.4 – Assembling the Team (02:20)
       2.3 (Reprise) – Meetings (01:57)
       2.5 – Proposal and Project Planning (16:24)
       2.6 – Contracting and IP (05:17)
       2.5 (Reprise) – Proposal and Project Planning (06:00)
       2.7 – Information Gathering (09:40)
       2.8 – Analysis (03:16)
       2.9 – Interpreting the Results (02:50)
       2.10 – Reporting and Deliverables (11:54)
       2.11 – Invoicing (07:25)
       2.12 – Closing the File (03:43)
       3.1 – Lessons Learned: About Clients (19:51)
       3.2 – Lessons Learned: About Consultants (07:29)
       4.1 – The Basics of Business Development (03:05)
       4.2 – Clients and Choices (04:00)
       4.3 – Building Trust (10:33)
       4.4 – Improving Trust (09:04)

Case Studies:
       CVUS and Data Collection
       BAC and Data Processing
       GAC and Data Visualization
       CCNM and Statistical Analyis
       TC and Time Series Analysis
       NWMO and Simulations
       PHAC and Data Science
       Telesat and Presenting Concepts

A Conversation With… (01:19:35)
       Julie Paquette (28:20)
       Youssouph Cissokho (19:26)
       Jen Schellinck (26:57)
       Maryam Haghighi (24:17)

       Doug Jones (coming soon)
       Deepee Khosla (coming soon)
       Bronwyn Rayfield (coming soon)
       Smit Patel (coming soon)
       Andrew Macfie (coming soon)
       Shintaro Hagiwara (coming soon)
       Ying Gai (coming soon)

Data Science Report Series