Category: Machine Learning

Read Chapter 10: Unsupervised Learning from “Gulli, A., Kapoor, A., Pal, S. (2019). Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd Edition. United Kingdom: Packt Publishing,”(sections on ‘Restricted Boltzmann machines’ and ‘Reconstructing images using RBM’ starting on page 392). Then, build…

Read Chapter 9: Autoencoders from “Gulli, A., Kapoor, A., Pal, S. (2019). Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd Edition. United Kingdom: Packt Publishing. Then answer the following:Define in short: Vanilla autoencoders Sparse autoencoders Stacked autoencoder Convolutional Autoencoder What are…

Search Engine Assignment (Due by 11:59pm Monday Sept 23). This assignment has two parts that should in total be 2 -3 pages. (More is fine if you run over. It can be double spaced but use 12pt font – Times New Roman, or similar) Part 1: Explain briefly how search engines work (What are the…

Search Engine Assignment (Due by 11:59pm Monday Sept 23). This assignment has two parts that should in total be 2 -3 pages. (More is fine if you run over. It can be double spaced but use 12pt font – Times New Roman, or similar) Part 1: Explain briefly how search engines work (What are the…

You will be learning about modern web-based API security principles in this project. These APIs are extremely popular ways of sharing data and integrating enterprise software systems. Understanding how they work and security best practices are paramount to a well rounded security expert. FIND FLAG 1-7 AND SEE THE INSTRUCTOINS FILE FOR SUBMISSION INSTRUCTIONS THANKS…

See the instructions file attached for details instructions for this project. To successfully complete your project on modern web-based API security principles, you will need to follow the instructions provided for finding the flags. Here’s a structured approach based on the information given: FIND FLAG 1-7 AND SEE THE INSTRUCTOINS FILE FOR SUBMISSION INSTRUCTIONS THANKS…

You will be learning about modern web-based API security principles in this project. These APIs are extremely popular ways of sharing data and integrating enterprise software systems. Understanding how they work and security best practices are paramount to a well rounded security expert. FIND FLAG 1-7 AND SEE THE INSTRUCTOINS FILE FOR SUBMISSION INSTRUCTIONS THANKS…

See the instructions file attached for details instructions for this project. To successfully complete your project on modern web-based API security principles, you will need to follow the instructions provided for finding the flags. Here’s a structured approach based on the information given: FIND FLAG 1-7 AND SEE THE INSTRUCTOINS FILE FOR SUBMISSION INSTRUCTIONS THANKS…

Need to complete Tasks from the below .ipynb (Q1-Q7) https://colab.research.google.com/drive/1qWTht38Yl…

This project is intended to be an introduction to Data Science and Machine Learning concepts as they are applied in the Cybersecurity domain. Beyond basic Python experience we don’t expect you to be familiar with these concepts so it will require you to spend time learning fundamentals of ML. This may require spending time watching…