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Course Description

This course is designed to give students an overview of big data, state of the practice in analytics, the role of the data scientist, big data analytics in industry verticals, and analytics life-cycle as an end-to-end process. It focuses on key roles for a successful analytic project, main phases of the life-cycle, developing core deliverables for stakeholders, team work skills, and problem solving skills.

What Will You Learn?

This course provides a technical foundation with skills in critical thinking, knowledge extension and transfer, research application, and report writing with respect to big data and data analytics.

Learn how to:

  • Engage in machine learning using Weka and IBM Watson.
  • Employ appropriate statistical tests to test hypotheses on data.
  • Implement machine learning algorithms both in supervised and unsupervised learning.
  • Utilize relational database management systems, NoSQL and Hadoop databases.
  • Produce relevant visualizations from data.

Notes

The deadline to enroll in CIND 119 for Fall term is August 31, 2020.

Students will also not be allowed to swap between sections of the Data Analytics courses after August 31, 2020.

Course materials, video lectures and discussions are delivered and facilitated online within the D2L Learning Management System.

Throughout the semester, student questions related to course content may be answered either by the instructor on discussion board or by an online tutor via email. For more information, please email Anne-Marie Brinsmead, Program Director, at a2brinsm@ryerson.ca

Relevant Programs

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Course Sections

Class Number
5408
Type
LEC
Days
T
Time
6:30PM to 9:30PM
Dates
Sep 08, 2020 to Dec 15, 2020
Schedule
Contact Hours
42.0
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
12345
Type
LEC
Days
W
Time
6:30PM to 9:30PM
Dates
Sep 09, 2020 to Dec 16, 2020
Schedule
Contact Hours
42.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
5409
Type
LEC
Days
Sa
Time
1:00PM to 4:00PM
Dates
Sep 12, 2020 to Dec 19, 2020
Schedule
Contact Hours
42.0
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
5407
Type
LEC
Days
M
Time
6:30PM to 9:45PM
Dates
Sep 14, 2020 to Dec 14, 2020
Schedule
Contact Hours
42.2
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
5556
Type
LEC
Days
M
Time
6:30PM to 9:30PM
Dates
Jan 11, 2021 to Apr 19, 2021
Schedule
Contact Hours
42.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
5557
Type
LEC
Days
T
Time
6:30PM to 9:30PM
Dates
Jan 12, 2021 to Apr 20, 2021
Schedule
Contact Hours
42.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
6050
Type
LEC
Days
Th
Time
6:30PM to 9:30PM
Dates
Jan 14, 2021 to Apr 22, 2021
Schedule
Contact Hours
3.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
5558
Type
LEC
Days
Sa
Time
1:00PM to 4:00PM
Dates
Jan 16, 2021 to Apr 24, 2021
Schedule
Contact Hours
39.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
1352
Type
LEC
Days
Sa
Time
9:30AM to 3:30PM
Dates
May 01, 2021 to Jun 19, 2021
Schedule
Contact Hours
6.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
1353
Type
LEC
Days
T, Th
Time
6:30PM to 9:30PM
Dates
May 03, 2021 to Jun 17, 2021
Schedule
Contact Hours
3.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
1354
Type
LEC
Days
T, Th
Time
6:30PM to 9:30PM
Dates
Jun 22, 2021 to Aug 10, 2021
Schedule
Contact Hours
3.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information