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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 AI Engineering Professional Certificate (ZCRS-85221)

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Machine Learning with Python

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 1 of 6.   This course dives into the basics of machine learning using an approachable, and well-known programming language, Python. You will be learning about the purpose of Machine Learning and where it applies to the real world and get a general overview of Machine Learning topics such as supervised vs unsupervised learning,  model evaluation, and Machine Learning algorithms. 

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Start date

12/21/2021

End date

06/30/2022

Location

Online Course

$ 59.00

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Not Available

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IBM AI Engineering Professional Certificate (ZCRS-85221)

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Scalable Machine Learning on Big Data using Apache Spark

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 2 of 6.  After completing this course, you will have a practical understanding of Apache Spark, and apply it to solve machine learning problems involving both small and big data; understand how parallel code is written; make use of large scale compute clusters to apply machine learning algorithms on Petabytes of data using Apache SparkML Pipelines; eliminate out-of-memory errors generated by traditional machine learning frameworks; test thousands of different ML models in parallel to find the best performing one Prerequisites: basic python programming

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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 AI Engineering Professional Certificate (ZCRS-85221)

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Introduction to Deep Learning & Neural Networks with Keras

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 3 of 6.  You will learn about the different deep learning models and build your first deep learning model using the Keras library. After completing this course, learners will be able to: describe what a neural network is, what a deep learning model is, and the difference between them; demonstrate an understanding of unsupervised deep learning models; demonstrate an understanding of supervised deep learning models such as convolutional neural networks and recurrent networks; build deep learning models and networks using the Keras library.

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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 AI Engineering Professional Certificate (ZCRS-85221)

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Deep Neural Networks with PyTorch

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 4 of 6.  The course will teach you how to develop deep learning models using  Pytorch. The course will start with Pytorch's  tensors and Automatic differentiation package. Each section will cover different models starting off with fundamentals such as Linear Regression, and logistic/softmax regression. Followed by  Feedforward deep neural networks, the role of different activation functions, normalization and dropout layers. Then Convolutional Neural Networks and Transfer learning will be covered. Finally, several other Deep learning methods will be covered.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 59.00

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Not Available

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IBM AI Engineering Professional Certificate (ZCRS-85221)

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Building Deep Learning Models with TensorFlow

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 5 of 6.  In this course you’ll use TensorFlow library to apply deep learning to different data types in order to solve real world problems. After completing this course, learners will be able to: Explain foundational TensorFlow concepts; describe how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions; understand different types of Deep Architectures; apply TensorFlow for backpropagation to tune the weights and biases while the Neural Networks are being trained.

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 25.00

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Not Available

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IBM AI Engineering Professional Certificate (ZCRS-85221)

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AI Capstone Project with Deep Learning

LENGTH OF ACCESS: Two Months
LOCATION: Online

Course 6 of 6.  In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use a library of their choice to develop and test a deep learning model. They will load and pre-process data for a real problem, build the model and validate it. Learners  will then present a project report to demonstrate the validity of their model and their proficiency in the field of Deep 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 AI Engineering Professional Certificate Bundle (IBM_AIENG_BNDL)

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LENGTH OF ACCESS: Three Months
LOCATION: Online

In this 6 course bundle, earn your IBM AI Engineering Professional Certificate while you save 10% over the individual course tuition rates.  Course include:

1) Machine Learning with Python
2) Scalable Machine Learning on Big Data using Apache Spark
3) Introduction to Deep Learning & Neural Networks with Keras
4) Deep Neural Networks with PyTorch
5) Building Deep Learning Models with TensorFlow
6) AI Capstone Project with Deep Learning

 

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Start date

12/17/2021

End date

06/30/2022

Location

Online Course

$ 260.00

REGISTER REGISTER

Not Available

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