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.comJun 19, 2020Jun 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…Jun 7, 20203Jun 7, 20203
Bonnie Ma5 Tips on Learning a Deep Subject while Full-time WorkingHow do I learn Data Science while full-time working (and being pregnant) ?May 25, 2020May 25, 2020
Bonnie MainTowards Data ScienceK-Means in Marketing Analysis: Clustering 210 US DMAsK-Means clustering analysis from start to endMar 22, 20202Mar 22, 20202
Bonnie MainTowards Data ScienceTime Series Modeling with ARIMA to Predict Future House PriceTime Series analysis and modeling from 0 to 1Feb 9, 20202Feb 9, 20202
Bonnie MainTowards Data ScienceNon-Parametric Tests in Hypothesis TestingWhat are some statistical tests that we are most familiar with?Dec 12, 2019Dec 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…May 16, 20191May 16, 20191
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…Mar 30, 2019Mar 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…Feb 13, 2019Feb 13, 2019