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!