In this Aspire Journey lab, you will perform advanced ML/DL app architecture tasks using Python, such as loading a data set to train a simple multilayer perceptron (MLP), a Convolutional Neural Network (CNN) and an LSTM model. Then, test your skills by answering assessment questions after performing image and text classification using CNN.
This lab provides access to several tools commonly used in machine learning, including:
• Microsoft Excel 2016
• Visual Studio Code
• Anaconda
• Jupyter Notebook + JupyterHub
• Pandas, NumPy, SiPy
• Seaborn Library
• Spyder IDE
Learning Objectives
In this Aspire Journey lab, you will perform advanced ML/DL app architecture tasks using Python, such as loading a data set to train a simple multilayer perceptron (MLP), a Convolutional Neural Network (CNN) and an LSTM model. Then, test your skills by answering assessment questions after performing image and text classification using CNN.
This lab provides access to several tools commonly used in machine learning, including:
• Microsoft Excel 2016
• Visual Studio Code
• Anaconda
• Jupyter Notebook + JupyterHub
• Pandas, NumPy, SiPy
• Seaborn Library
• Spyder IDE