/Python_Scripts

Useful class scripts such as Twitter comment scrap, Facebook data map

Primary LanguageJupyter Notebook

Python Scripts

Useful class scripts such as Twitter comment scrap, pdf to Excel extractor etc

Rest

  1. Useful to scrap tweets by a person
  2. Outputs most recent 200 tweets

Streaming

  1. Scrapping tweets by keywords
  2. limited to 200

Mapping Facebook data

  1. .json file import
  2. Finding trend
  • Loss functions in ML
  • Simple Linear regression
  • Logistic Regression from Scratch
  • Neural Network from Scratch

Machine Learning Practice

  • Supervised and Unsupervised
  • MNIST digit
  • Ways of validation
  • Simple Feature Engineering
  • Naive Bayes
  • Linear Regression (depth)
  • SVM (depth)
  • Face Recognition (SVM)
  • Random Forest Classifier
  • Digit Recognition (Random Forest)
  • PCA
  • PCA: Handwritten digits
  • Student Recommendation - ML Pipeline
  • Feature Engineering - Categorical
  • Image Features
  • Classifying Genetic Mutations
  • Flask startup code
  • Code Practice
  • Deployment of Machine Learning Models Udemy Course: CNN Code

Thank you!