Course Content How to do Data Cleaning in Machine Learning with an Example and Coding in Python Amazon Mobile Review Data Set How to Code Machine Learning Data Cleaning Python Code on Amazon Review Data Set Data Cleaning Cardio Data Set Data Cleaning Python Code on Cardio Data Set Min-Max Scaling Feature Scaling Normalization Data Preprocessing Mean Variance and Standard Deviation for Standardization Standardization Feature Scaling One Hot Encoding Feature Extraction Stemming Data Preprocessing Stop Words Data Preprocessing Bag of Words Bigram and Ngram TFIDF Word2vec Word2vec Example Word2vec Code Training Validation Testing Data Data Preprocessing Code Cardio Data set 6 of 13
