![Sidney Shapiro](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/educator/148133/avatar/large-eef4c21139527f1d155eba00344e436c.png)
![Sidney Shapiro](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/educator/148133/avatar/small-e7eea4152049af5adf257a5e9e1b9893.png)
- Location
- Lethbridge, Alberta, Canada
- Portals
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Sudbury, Ontario, Canada
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Vancouver, British Columbia, Canada
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- Categories
- Data visualization Data analysis Information technology Data science
Socials
Achievements
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Latest feedback
![Rahi Tajzadeh](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/employer/23159/avatar/xsmall-a39fad681787f23fe2a671a8495a2133.jpg)
Experience feedback
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/xsmall-df0c04a59dc654273c627d24e5955cf2.png)
![The Big Leaf](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/company/9273/avatar/xsmall-e726c959-0168-4f7a-9282-7772dd5a3f4c.png)
![Penny Tremblay](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/employer/41552/avatar/xsmall-5a40b1ae-cf25-43cc-99ac-39561a279857.jpeg)
Experience feedback
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/xsmall-df0c04a59dc654273c627d24e5955cf2.png)
![Tremblay Leadership Center o/a The Sandbox System™](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/company/6145/avatar/xsmall-84a7d95410aaf20673fd798957451033.png)
![Penny Tremblay](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/employer/41552/avatar/xsmall-5a40b1ae-cf25-43cc-99ac-39561a279857.jpeg)
Experience feedback
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/xsmall-df0c04a59dc654273c627d24e5955cf2.png)
![Tremblay Leadership Center o/a The Sandbox System™](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/company/6145/avatar/xsmall-84a7d95410aaf20673fd798957451033.png)
Recent experiences
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/small-d95ecd432c4d4160d0807fe7bc19952a.png)
Health Analytics Capstone - Spring 2021
HEA1050
This capstone project is part of the Health Analytics (HAGC) certificate program. The students will analyze a variety of data sets to identify information related to your organizational health needs. Students apply analytical models, methodologies, and tools learned in the program to analyze data sets, design health indicators and apply data models that meet your organizational, program and service needs. Faculty mentors will work with students to ensure the capstone project reflects, and encompasses, best practices for big data analytics and project management.
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/small-d95ecd432c4d4160d0807fe7bc19952a.png)
Crime Analytics Capstone - Spring 2021
CRI1006
This capstone project is part of the Crime Analytics (CAGC) certificate program. The students will analyze a variety of data sets to identify and analyze patterns and trends in crime and disorder. Students apply analytical models, methodologies, and tools learned in the program to analyze data sets, design indicators and apply data models that will help law enforcement agencies deploy resources in a more effective manner. Faculty mentors will work with students to ensure the capstone project reflects, and encompasses, best practices for big data analytics and project management.
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/small-d95ecd432c4d4160d0807fe7bc19952a.png)
Data Analysis and Dashboard in Excel
EXL1002
Using a data set provided by your organization, student-consultants will use data analysis methods to help you and your organization derive insights and make more informed decisions. Based on the information you provide and the goals that you've shared with the students, they will provide you with an analysis and recommendations on issues of your choice.
![Cambrian College](https://riipen-platform2-ca-central-1-production.s3.ca-central-1.amazonaws.com/uploads/portal/179/avatar/small-d95ecd432c4d4160d0807fe7bc19952a.png)
Business Analytics Capstone
BUS1141
This capstone project is part of the Business Analytics (BAPG) certificate program. The students will participate in research projects on very large and/or complex data, gather data, conduct program evaluation, develop and deploy surveys, help with funding applications, create dashboards and analysis, and work with various types of data to support your business decisions using Business Analytics. Students apply analytical models, methodologies, and tools learned in the program to analyze data sets to predict trends and challenges, and investigate with the purpose of developing analytics solution for your organization. Faculty mentors will work with students to ensure the capstone project reflects, and encompasses, best practices for big data analytics and project management.