Shivani Laad - Pursuing M.S. in Computer Engineering

Weekly Reports

• [2017-11-27A] Coding {Completed}
• [2017-11-27B] R-Shiny application {Completed}
• [2017-11-20A] Functionalities in R studio {Completed}
• [2017-11-13A] Working on functionalities in R studio {in progress}
• [2017-11-13B] R shiny application {in progress}
• [2017-11-7A] Working on libraries {in progress}
• [2017-11-7B] Research on machine learning algorithm {in progress}
• [2017-10-30A] Prepare presentation for final {in progress}
• [2017-10-30B] Gather testing dataset for predictive model {in progress}
• [2017-10-30C] Design shiny application {in progress}
• [2017-10-23A] Midterm presentation
• [2017-10-16A] Working on presentation
• [2017-10-16B] Opinion Mining
• [2017-10-16C] Sentiment Analysis
• [2017-10-9-A] Presentation {60% complete}
• [2017-10-9-B] Coding {completed}
• [2017-10-9-C] Gathering references and related materials
• [2017-10-1-A] Coding in R {70% completed}
• [2017-10-1-B} Product description, reviews and ratings {completed}
• [2017-10-1-C] Word cloud generation {in progress}
• [2017-9-25-A] Project Programming language (R/Python)
• [2017-9-19-B] Project Data Collection {in progress}
• [2017-9-19-C] Research {in progress}
• [2017-9-18-A] Project Topic - Product Review Analysis
• [2017-9-18-B] Project Description {completed}
• [2017-9-18-C] Project Requirements {in progress}
• [2017-9-11-A] Project Topic - Considering a few projects in R/Python {in progress}
• [2017-9-11-B] Write project description {in progress}
• [2017-9-11-C] Create project title {in progress}

Project Timeline (Tentative):

• Weeks 1 - 4:
  • Decide project title.
  • Decide IDE (Python or R)
  • Gather dataset
• Weeks 5 - 8:
  • Coding in R studio.
  • Prepare a predictive model and decide machine learning algorithms based on accuracy
• Weeks 9 - 10:
  • Wordcloud simulation.
  • Word frequency simulation per url scrapped
  • Coding for word frequency, opinion mining using Random Forest algorithm
• Weeks 11 - 13:
  • Working on R shiny application
  • Working on coding in R for top reviewers in Amazon
  • Testing predictive model on training dataset
  • Going through several references
• Weeks 14 - 15:
  • Prepare model for final simulation using machine learning algorithm
  • Prepare presentation for final