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1. PINN-force-torque-model PINN-force-torque-model Public

   Physics-inspired neural network (PINN) model of forces and torques in particle-laden flows

   Jupyter Notebook 6 2

2. DSCI-511_python-programming DSCI-511_python-programming Public

   Program design and data manipulation with Python. Overview of data structures, iteration, flow control, program design, and using libraries for data exploration and analysis.

   Jupyter Notebook 1

3. DSCI-512_algorithms-data-structures DSCI-512_algorithms-data-structures Public

   How to choose and use appropriate algorithms and data structures to help solve data science problems. Key concepts such as algorithmic complexity and recursion.

   Jupyter Notebook 2

4. DSCI-513_databases-data-retrieval DSCI-513_databases-data-retrieval Public

   How to retrieve data stored relational and non-relational database systems efficiently and effectively, and overview of how to create and modify database objects.

   Jupyter Notebook 2

5. DSCI-572_deep-learning DSCI-572_deep-learning Public

   An introduction to deep learning with Python and Pytorch. Covers optimization, neural network basics, convolutional neural networks, and advanced topics such as auto-encoders and generative adversa…

   Jupyter Notebook 2 1

6. ssc-workshop-databases-2022 ssc-workshop-databases-2022 Public

   2022 SCC Data Science & Analytics Workshop on Databases

   Jupyter Notebook 3 1