NLM (Summer 2019)

Date 
Description 
Course Materials 

Lecture 
Tuesday Jun 11 
Introduction to TensorFlow 1st Lecture (9: a.m.  12:0 p.m.)
2nd Lecture (1:00 p.m.  4:00 p.m.)


Hewlett Packard Enterprise Data Science Institute (Jan 2019)

Date 
Description 
Course Materials 

Lecture 
Friday Jan. 18 
Introduction to TensorFlow
○Intro. to Machine Learning ○Intro. to TensorFlow
○Neural Network
○Neural Network in TensorFlow & Keras ○Visualization in TensorBoard
○Convolutional Neural Network (CNN) ○CNNs in TensorFlow/Keras 

Math Department (Spring 2018)

Date 
Description 
Course Materials 

Lecture 1 
Friday Feb. 2 
Introduction to TensorFlow  Introduction to TensorFlow  Graph and Session  TensorTypes 

Lecture 2 
Friday Feb. 9 
Artificial Neural Networks  Logistic Regression  Artificial Neural Network  Neural Network in TensorFlow 

Lecture 3 
Friday Feb. 16 
Tensorboard  Introduction to Tensorboard  Visualizing Graph and Network Performance  HyperParameter Tuning with Tensorboard 

Lecture 4 
Friday Feb. 23 
Autoencoder  What is An Autoencoder?  Denoising Autoencoder in Tensorboard  Embedding Projector in Tensorboard 

Lecture 5 
Friday March 2 
Convolutional Neural Network (CNN)  Part 1  What is a CNN?  Convolution Operation  Convolution Layer 

Lecture 6 
Friday March 16 
Convolutional Neural Network (CNN)  Part 2  Pooling Layer  Implementing a CNN in TensorFlow  Save and Restore Models in TensorFlow 
Center for Advanced Computing and Data Science (Spring 2018)

Date 
Description 
Course Materials 

Lecture 1 
Monday Apr. 30 
Introduction to TensorFlow  What is TensorFlow? How to set up TensorFlow?  Graph and Session  Tensor types in TensorFlow Logistics Classifier 

Lecture 2 
Monday Apr. 30 
Neural Networks in TensorFlow  Intro. to Neural Networks (NN)  Implementing a simple NN in TensorFlow  Introduction to TensorBoard 

Lecture 3 
Tuesday May 1 
AutoEncoders 

Lecture 4 
Tuesday May 1 
Convolutional Neural Network (CNN) 