SlideShare a Scribd company logo
1 of 13
Data Science Workshop
Open311
matthew reyes
matt@hypotenuse.ca
A quick intro
POOL Data Scientist
@ Uber
Product Data Scientist
@ Snap Inc.
Data Science Engineer,
Network Analytics
@ Scotiabank
Equity Trading Desk
@ OTPP
Data Science Consultant,
Co-founder @ Hypotenuse
Labs
What are you looking to get from tonight?
Our tools
For this workshop, we’ll use the following:
● python + data libraries
○ pandas (data structures + analysis tools)
○ matplotlib (plotting
● Google Colab
○ web app that runs Python Notebooks - popular for DS tasks
● Toronto Open311’s API documentation
Overview of Google Colab
Live coding
Small break, Q&A
More live coding - open-ended
Wrap-up
Agenda
https://goo.gl/P7Jgbx

More Related Content

What's hot

Introduction to Distributed Computing Engines for Data Processing - Simone Ro...
Introduction to Distributed Computing Engines for Data Processing - Simone Ro...Introduction to Distributed Computing Engines for Data Processing - Simone Ro...
Introduction to Distributed Computing Engines for Data Processing - Simone Ro...Data Science Milan
 
Don't build a data science team
Don't build a data science teamDon't build a data science team
Don't build a data science teamLars Albertsson
 
Building Community APIs using GraphQL, Neo4j, and Kotlin
Building Community APIs using GraphQL, Neo4j, and KotlinBuilding Community APIs using GraphQL, Neo4j, and Kotlin
Building Community APIs using GraphQL, Neo4j, and KotlinNeo4j
 
H2O & Tensorflow - Fabrizio
H2O & Tensorflow - Fabrizio H2O & Tensorflow - Fabrizio
H2O & Tensorflow - Fabrizio Sri Ambati
 
UX Analytics for Data-driven Product Development
UX Analytics for Data-driven Product DevelopmentUX Analytics for Data-driven Product Development
UX Analytics for Data-driven Product DevelopmentTrieu Nguyen
 
Machine learning in python course contents
Machine learning in python course contentsMachine learning in python course contents
Machine learning in python course contentsMRUNALINI
 
Real Time Big Data
Real Time Big DataReal Time Big Data
Real Time Big DataInfoFarm
 
TCP1P.net Meetup Vision, Objectives and Roadmap
TCP1P.net Meetup Vision, Objectives and RoadmapTCP1P.net Meetup Vision, Objectives and Roadmap
TCP1P.net Meetup Vision, Objectives and RoadmapStefan Ianta
 
Neo4j-Databridge: Enterprise-scale ETL for Neo4j
Neo4j-Databridge: Enterprise-scale ETL for Neo4jNeo4j-Databridge: Enterprise-scale ETL for Neo4j
Neo4j-Databridge: Enterprise-scale ETL for Neo4jNeo4j
 
Full Stack Development with Neo4j and GraphQL
Full Stack Development with Neo4j and GraphQLFull Stack Development with Neo4j and GraphQL
Full Stack Development with Neo4j and GraphQLNeo4j
 
Machine Learning with GraphLab Create
Machine Learning with GraphLab CreateMachine Learning with GraphLab Create
Machine Learning with GraphLab CreateTuri, Inc.
 
Some "challenges" on the open-source/open-data front
Some "challenges" on the open-source/open-data frontSome "challenges" on the open-source/open-data front
Some "challenges" on the open-source/open-data frontGreg Landrum
 
JanusGraph, Jupyter Meetup NYC
JanusGraph, Jupyter Meetup NYCJanusGraph, Jupyter Meetup NYC
JanusGraph, Jupyter Meetup NYCJason Plurad
 
Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...
Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...
Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...Domino Data Lab
 
Curse of Cardinality: A History and Evolution of Monitoring at Scale
Curse of Cardinality: A History and Evolution of Monitoring at ScaleCurse of Cardinality: A History and Evolution of Monitoring at Scale
Curse of Cardinality: A History and Evolution of Monitoring at ScaleMichael Goodness
 

What's hot (16)

Introduction to Distributed Computing Engines for Data Processing - Simone Ro...
Introduction to Distributed Computing Engines for Data Processing - Simone Ro...Introduction to Distributed Computing Engines for Data Processing - Simone Ro...
Introduction to Distributed Computing Engines for Data Processing - Simone Ro...
 
Data Science in the Cloud
Data Science in the CloudData Science in the Cloud
Data Science in the Cloud
 
Don't build a data science team
Don't build a data science teamDon't build a data science team
Don't build a data science team
 
Building Community APIs using GraphQL, Neo4j, and Kotlin
Building Community APIs using GraphQL, Neo4j, and KotlinBuilding Community APIs using GraphQL, Neo4j, and Kotlin
Building Community APIs using GraphQL, Neo4j, and Kotlin
 
H2O & Tensorflow - Fabrizio
H2O & Tensorflow - Fabrizio H2O & Tensorflow - Fabrizio
H2O & Tensorflow - Fabrizio
 
UX Analytics for Data-driven Product Development
UX Analytics for Data-driven Product DevelopmentUX Analytics for Data-driven Product Development
UX Analytics for Data-driven Product Development
 
Machine learning in python course contents
Machine learning in python course contentsMachine learning in python course contents
Machine learning in python course contents
 
Real Time Big Data
Real Time Big DataReal Time Big Data
Real Time Big Data
 
TCP1P.net Meetup Vision, Objectives and Roadmap
TCP1P.net Meetup Vision, Objectives and RoadmapTCP1P.net Meetup Vision, Objectives and Roadmap
TCP1P.net Meetup Vision, Objectives and Roadmap
 
Neo4j-Databridge: Enterprise-scale ETL for Neo4j
Neo4j-Databridge: Enterprise-scale ETL for Neo4jNeo4j-Databridge: Enterprise-scale ETL for Neo4j
Neo4j-Databridge: Enterprise-scale ETL for Neo4j
 
Full Stack Development with Neo4j and GraphQL
Full Stack Development with Neo4j and GraphQLFull Stack Development with Neo4j and GraphQL
Full Stack Development with Neo4j and GraphQL
 
Machine Learning with GraphLab Create
Machine Learning with GraphLab CreateMachine Learning with GraphLab Create
Machine Learning with GraphLab Create
 
Some "challenges" on the open-source/open-data front
Some "challenges" on the open-source/open-data frontSome "challenges" on the open-source/open-data front
Some "challenges" on the open-source/open-data front
 
JanusGraph, Jupyter Meetup NYC
JanusGraph, Jupyter Meetup NYCJanusGraph, Jupyter Meetup NYC
JanusGraph, Jupyter Meetup NYC
 
Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...
Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...
Data Science Popup Austin: Making Data Science Fast: Survey of GPU Accelerate...
 
Curse of Cardinality: A History and Evolution of Monitoring at Scale
Curse of Cardinality: A History and Evolution of Monitoring at ScaleCurse of Cardinality: A History and Evolution of Monitoring at Scale
Curse of Cardinality: A History and Evolution of Monitoring at Scale
 

More from WeCloudData

Data Engineer Intro - WeCloudData
Data Engineer Intro - WeCloudDataData Engineer Intro - WeCloudData
Data Engineer Intro - WeCloudDataWeCloudData
 
AWS Well Architected-Info Session WeCloudData
AWS Well Architected-Info Session WeCloudDataAWS Well Architected-Info Session WeCloudData
AWS Well Architected-Info Session WeCloudDataWeCloudData
 
Data Engineering Course Syllabus - WeCloudData
Data Engineering Course Syllabus - WeCloudDataData Engineering Course Syllabus - WeCloudData
Data Engineering Course Syllabus - WeCloudDataWeCloudData
 
Machine learning in Healthcare - WeCloudData
Machine learning in Healthcare - WeCloudDataMachine learning in Healthcare - WeCloudData
Machine learning in Healthcare - WeCloudDataWeCloudData
 
Deep Learning Introduction - WeCloudData
Deep Learning Introduction - WeCloudDataDeep Learning Introduction - WeCloudData
Deep Learning Introduction - WeCloudDataWeCloudData
 
Big Data for Data Scientists - WeCloudData
Big Data for Data Scientists - WeCloudDataBig Data for Data Scientists - WeCloudData
Big Data for Data Scientists - WeCloudDataWeCloudData
 
Introduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudDataIntroduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudDataWeCloudData
 
Data Science with Python - WeCloudData
Data Science with Python - WeCloudDataData Science with Python - WeCloudData
Data Science with Python - WeCloudDataWeCloudData
 
SQL for Data Science
SQL for Data ScienceSQL for Data Science
SQL for Data ScienceWeCloudData
 
Introduction to Python by WeCloudData
Introduction to Python by WeCloudDataIntroduction to Python by WeCloudData
Introduction to Python by WeCloudDataWeCloudData
 
Data Science Career Insights by WeCloudData
Data Science Career Insights by WeCloudDataData Science Career Insights by WeCloudData
Data Science Career Insights by WeCloudDataWeCloudData
 
Web scraping project aritza-compressed
Web scraping project   aritza-compressedWeb scraping project   aritza-compressed
Web scraping project aritza-compressedWeCloudData
 
Applied Machine Learning Course - Jodie Zhu (WeCloudData)
Applied Machine Learning Course - Jodie Zhu (WeCloudData)Applied Machine Learning Course - Jodie Zhu (WeCloudData)
Applied Machine Learning Course - Jodie Zhu (WeCloudData)WeCloudData
 
Introduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudDataIntroduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudDataWeCloudData
 
Big Data for Data Scientists - Info Session
Big Data for Data Scientists - Info SessionBig Data for Data Scientists - Info Session
Big Data for Data Scientists - Info SessionWeCloudData
 
Tordatasci meetup-precima-retail-analytics-201901
Tordatasci meetup-precima-retail-analytics-201901Tordatasci meetup-precima-retail-analytics-201901
Tordatasci meetup-precima-retail-analytics-201901WeCloudData
 

More from WeCloudData (16)

Data Engineer Intro - WeCloudData
Data Engineer Intro - WeCloudDataData Engineer Intro - WeCloudData
Data Engineer Intro - WeCloudData
 
AWS Well Architected-Info Session WeCloudData
AWS Well Architected-Info Session WeCloudDataAWS Well Architected-Info Session WeCloudData
AWS Well Architected-Info Session WeCloudData
 
Data Engineering Course Syllabus - WeCloudData
Data Engineering Course Syllabus - WeCloudDataData Engineering Course Syllabus - WeCloudData
Data Engineering Course Syllabus - WeCloudData
 
Machine learning in Healthcare - WeCloudData
Machine learning in Healthcare - WeCloudDataMachine learning in Healthcare - WeCloudData
Machine learning in Healthcare - WeCloudData
 
Deep Learning Introduction - WeCloudData
Deep Learning Introduction - WeCloudDataDeep Learning Introduction - WeCloudData
Deep Learning Introduction - WeCloudData
 
Big Data for Data Scientists - WeCloudData
Big Data for Data Scientists - WeCloudDataBig Data for Data Scientists - WeCloudData
Big Data for Data Scientists - WeCloudData
 
Introduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudDataIntroduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudData
 
Data Science with Python - WeCloudData
Data Science with Python - WeCloudDataData Science with Python - WeCloudData
Data Science with Python - WeCloudData
 
SQL for Data Science
SQL for Data ScienceSQL for Data Science
SQL for Data Science
 
Introduction to Python by WeCloudData
Introduction to Python by WeCloudDataIntroduction to Python by WeCloudData
Introduction to Python by WeCloudData
 
Data Science Career Insights by WeCloudData
Data Science Career Insights by WeCloudDataData Science Career Insights by WeCloudData
Data Science Career Insights by WeCloudData
 
Web scraping project aritza-compressed
Web scraping project   aritza-compressedWeb scraping project   aritza-compressed
Web scraping project aritza-compressed
 
Applied Machine Learning Course - Jodie Zhu (WeCloudData)
Applied Machine Learning Course - Jodie Zhu (WeCloudData)Applied Machine Learning Course - Jodie Zhu (WeCloudData)
Applied Machine Learning Course - Jodie Zhu (WeCloudData)
 
Introduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudDataIntroduction to Machine Learning - WeCloudData
Introduction to Machine Learning - WeCloudData
 
Big Data for Data Scientists - Info Session
Big Data for Data Scientists - Info SessionBig Data for Data Scientists - Info Session
Big Data for Data Scientists - Info Session
 
Tordatasci meetup-precima-retail-analytics-201901
Tordatasci meetup-precima-retail-analytics-201901Tordatasci meetup-precima-retail-analytics-201901
Tordatasci meetup-precima-retail-analytics-201901
 

Recently uploaded

BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxBPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxMohammedJunaid861692
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionfulawalesam
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysismanisha194592
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998YohFuh
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxfirstjob4
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSAishani27
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingNeil Barnes
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 

Recently uploaded (20)

BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptxBPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
BPAC WITH UFSBI GENERAL PRESENTATION 18_05_2017-1.pptx
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
Sampling (random) method and Non random.ppt
Sampling (random) method and Non random.pptSampling (random) method and Non random.ppt
Sampling (random) method and Non random.ppt
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysis
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptx
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICS
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 
Brighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data StorytellingBrighton SEO | April 2024 | Data Storytelling
Brighton SEO | April 2024 | Data Storytelling
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 

WeCloudData Toronto Open311 Workshop - Matthew Reyes

  • 1. Data Science Workshop Open311 matthew reyes matt@hypotenuse.ca
  • 2. A quick intro POOL Data Scientist @ Uber Product Data Scientist @ Snap Inc. Data Science Engineer, Network Analytics @ Scotiabank Equity Trading Desk @ OTPP Data Science Consultant, Co-founder @ Hypotenuse Labs
  • 3.
  • 4. What are you looking to get from tonight?
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. Our tools For this workshop, we’ll use the following: ● python + data libraries ○ pandas (data structures + analysis tools) ○ matplotlib (plotting ● Google Colab ○ web app that runs Python Notebooks - popular for DS tasks ● Toronto Open311’s API documentation
  • 12. Overview of Google Colab Live coding Small break, Q&A More live coding - open-ended Wrap-up Agenda

Editor's Notes

  1. Linkedin: https://www.linkedin.com/in/matthewnoahreyes/