

Digital Product Designer turned Data Scientist. Looking to forge a path with both.
Pa…inform our subsequent analysis. While there are an almost overwhelming number of methods to use in EDA, one of the most effective starting tools is the pairs plot (also called a scatterplot matrix). A pairs plot allows us to see both distribution of single variables and relationships between two variables. Pair plots are a great method to identify trends for follow-up analysis and, fortunately, are easily implemented in Python!
Genism word2vec requires that a format of ‘list of lists’ for training where every document is contained in a list and every list contains lists of tokens of that document. At first, we need to generate a format of ‘list of lists’ for training the make model word embeddin…
…r difference between these two methods is that CBOW is using context to predict a target word while skip-gram is using a word to predict a target context. Generally, the skip-gram method can have a better performance compared with CBOW method, for it ca…