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#	Speaker	Talk Transcript	Note	Transcriber	Status
01	Hugo Bowne-Anderson	Bayesian Data Science	no recording available	N/A	N/A
02	Bruno Goncalves	Time Series Modeling	no recording available	N/A	N/A
03	Ty Shaikh	Webscraping Poshmark		?
04	Ali Spittel	Navigating Your Tech Career		Janine	Needs reviewer
05	Andreas Mueller	Crash Course in Contributing to Scikit-learn		Reshama	Complete
06	Reshama Shaikh	Example PR for Scikit-learn		Reshama / Mark	Complete
07	Shailvi Wakhlu	Fixing Bad Data and Using SQL		Juanita	Complete
08	Matt Brems	Data Science with Missing Data		Barbara	Complete
09	Sam Bail	Intro to Terminal		Isaack	Complete
10	Emily Robinson	Build a Career in Data Science		Kevin	Complete
11	Rebecca Kelly	kdb Time Series Data		Coretta	Needs reviewer (paragraphs are too long)
12	Mridu Bhatnagar	Build a Bot		?
13	Liz DiLuzio	Creating Nimble Data Processes		Lily	Complete
14	Megan Robertson	3 Lessons From 3 Years of Data Science		Sethupathy	Needs reviewer (headers should not be in capital letters, etc)
15	Emma Gouillart	Data Visualization with Plotly		?
16	Hugo / James	Data Science and Machine Learning at Scale		Cynthia	Complete
17	Carol Willing	Contributing to Core Python		?
18	Thomas Fan	Streamlit for Data Science		?
19	Matti Picus	Contributing to NumPy		Isaack
20	Marco Gorelli	Contributing to pandas		?
21	Nick Janetakis	Creating a Command Line Focused Development Environment		?
22	Melissa Weber	Intro to Sphinx for Python Documentation		?
23	Ryan Kruse	Building a Political Census with Placekey
24	Sam Bail	Wonderful World of Data Quality in Python
25	Oriol Abril Pla	Intuitive Bayesian Modeling with PyMC3
26	Luisa Rebull	Astronomy Data & Image Processing
27	Thomas Fan	3 Components of Reviewing a Pull Request
28	Liz DiLuzio	Excel for Data Analysts
29	Sam Bail	Intro to Jupyter & Pandas
30	Sean Law	Time Series with STUMPY
31	Brendan Collins	Data Visualizations with Bokeh
32	Coonoor Behal	When Quitting is Good
33	Rami Krispin	COVID-19 R Dashboard in Production
34	Andreas Mueller	Data Science with dabl
35	Juan Martin Loyola	Pair Programming with Visual Studio Code Live Share
36	Mariatta Wijaya	Continuous Integration and Unit Tests
37	Doris Lee	Visualize Your Pandas Dataframe with Zero Effort with Lux
38	Ian Flores	R, an Ecosystem Where Pythonistas Can Thrive
39	Eduardo Blancs	Ploomber, Maintainable and Collaborative Pipelines in Jupyter
40	Meenal Jhajharia	Intro to NumPy Array Operations
41	Austin Rochford	Introduction to Probabilistic Programming with PyMC
42	Gonzalo Peña-Castellanos	Automating Workflows with GitHub Actions
43	Ricardo Vieira	Contributing to PyMC
44	Reshama Shaikh	An Example Pull Request to PyMC
45	Oriol Abril Pla	Contributing to PyMC Documentation
46	Christy Heaton	Geospatial Data and Maps with Python
47	Laura Gutierrez	Creating a Python Plotly Dashboard
48	Clair Sullivan	Arrays, Linked Lists and Graphs
49	Lauren Burke	Setting up a Personal Website with Jekyll & GitHub Pages
50	Julia Signell	Introduction to Holoviz
51	Rob Lanphier	Editing Wikipedia: Because Someone Has to...
52	William Lyon	Introduction to GraphQL for Data Scientists
53	Sebastian Raschka and Adrian Wälchli	Introduction to PyTorch
54	Melissa Weber Mendonça	Contributing to SciPy
55	Joe Torreggiani	Intro to Django
56	Tereza Iofciu	Short Stories of Data Visualization