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Tulsa Community College Web Catalog

Below is the list of courses available for registration through Tulsa Community College Continuing Education.  It's easy to register.  Peruse the list of available courses.  When you find one you like, click the Register button.  You will complete a short registration form, make your payment, and Voilá!  You're registered! 


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Courses

IBM Machine Learning (ZCRS-85222)

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Exploratory Data Analysis for Machine Learning

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 1 of 6. This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Calculus, Linear Algebra, Probability, and Statistics.

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Start date

12/21/2021

End date

06/30/2022

Location

Online Course

$ 49.00

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Not Available

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IBM Machine Learning (ZCRS-85222)

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Supervised Machine Learning: Regression

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 2 of 6. This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through best practices, including train and test splits, and regularization techniques.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 49.00

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Not Available

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IBM Machine Learning (ZCRS-85222)

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Supervised Machine Learning: Classification

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 3 of 6. This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on using best practices for classification, including train and test splits, and handling data sets with unbalanced classes.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 49.00

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Not Available

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IBM Machine Learning (ZCRS-85222)

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Unsupervised Machine Learning

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 4 of 6. This course introduces you to one of the main types of Machine Learning: Unsupervised Learning. You will learn how to find insights from data sets that do not have a target or labeled variable. You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. The hands-on section of this course focuses on using best practices for unsupervised learning.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 49.00

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Not Available

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IBM Machine Learning (ZCRS-85222)

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Deep Learning and Reinforcement Learning

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 5 of 6. This course introduces you to disciplines in Machine Learning: Deep Learning and Reinforcement Learning. First you will learn about the theory behind Neural Networks, which are the basis of Deep Learning, as well as several modern architectures of Deep Learning. Once you have developed a few  Deep Learning models, the course will focus on Reinforcement Learning, a type of Machine Learning that has caught up more attention recently. After this course, you will have considerable practice and a solid understanding in the main types of Machine Learning.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 59.00

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IBM Machine Learning (ZCRS-85222)

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Specialized Models: Time Series and Survival Analysis

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 6 of 6. This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis and Survival Analysis. The hands-on section of this course focuses on using best practices and verifying assumptions derived from Statistical Learning.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 49.00

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Not Available

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IBM Machine Learning Bundle (IBM_ML_BUNDLE)

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LENGTH OF ACCESS: Three Months
LOCATION: Online

Earn your IBM Machine Learning certificate with this 6 course bundle and save 10% off the individual course tuition rates.  Course include:

1) Exploratory Data Analysis for Machine Learning
2) Supervised Machine Learning: Regression
3) Supervised Machine Learning: Classification
4) Unsupervised Machine Learning
5) Deep Learning and Reinforcement Learning
6) Specialized Models: Time Series and Survival Analysis

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 275.00

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Not Available

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