/Data-Science-CE888

All lab works completed

Primary LanguageJupyter Notebook

Data-Science-Lab

All Lab files shall be uploaded here every week

Lab 1

  • Familiarsation
  • Files can be found in Folder Lab 1

Lab 2

  • Bootstrapping
  • Files can be found in Folder Lab 2

Lab 3

  • Clustering and PCA
  • Files can be found in Folder Lab 3

Lab 4

  • Modelling and performance evaluation
  • Files can be found in Folder Lab 4

Lab 5

  • Recommender Systems
  • Files can be found in Folder Lab 5

Lab 6

  • There was no task for this Lab Session

Lab 7

  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Files can be found in Folder Lab 7

Lab 8

  • Transfer Learning
  • Files can be found in Folder Lab 8

Lab 9

  • Variational AutoEncoders (VAE)
  • Generative Adversarial Networks (GAN)
  • Files can be found in Folder Lab 9

Lab 10

  • Deploying a Machine Learning Model
  • Files can be found in CE888_Deploying_Model Repository.
  • Click here to go to the Repository