Bonnie MainTowards Data ScienceJob Salary Prediction with NLP, Machine Learning and Deep LearningPart II of a job salary prediction project using job postings scraped from Indeed.com6 min read·Jun 19, 2020----
Bonnie MainTowards Data ScienceWeb Scraping Job Postings from Indeed.com using SeleniumOne of the most important things in Job Search is knowing where you are right now and where you want to go next. The mindset of a job…4 min read·Jun 7, 2020--3--3
Bonnie Ma5 Tips on Learning a Deep Subject while Full-time WorkingHow do I learn Data Science while full-time working (and being pregnant) ?5 min read·May 25, 2020----
Bonnie MainTowards Data ScienceK-Means in Marketing Analysis: Clustering 210 US DMAsK-Means clustering analysis from start to end5 min read·Mar 22, 2020--2--2
Bonnie MainTowards Data ScienceTime Series Modeling with ARIMA to Predict Future House PriceTime Series analysis and modeling from 0 to 17 min read·Feb 9, 2020--2--2
Bonnie MainTowards Data ScienceNon-Parametric Tests in Hypothesis TestingWhat are some statistical tests that we are most familiar with?4 min read·Dec 12, 2019----
Bonnie MainTowards Data ScienceFeature Transformation for Multiple Linear Regression in PythonData processing and transformation is an iterative process and in a way it can never be ‘perfect’. Because as we gain more understanding…5 min read·May 16, 2019--1--1
Bonnie MaWhy did I choose to learn Data Science?Just two weeks ago, I started a part-time Data Science boot camp to learn more about machine learning, deep learning, and coding. To be…3 min read·Mar 30, 2019----
Bonnie MaWho you are is much more important than what you doEver since I started the first full-time job, I kept asking myself: what are some skills or things I should learn that will benefit…2 min read·Feb 13, 2019----