Zach Monge, PhDinTowards Data ScienceA Data Scientist’s Guide to Creating and Deploying AppsA quick guide for data scientists on resources for creating and deploying web applications.Jul 11, 20211Jul 11, 20211
Zach Monge, PhDinTowards Data ScienceWhy Your Company Should Care About Named Entity RecognitionA use case of named entity recognition demonstrating why it is so useful.Aug 4, 2020Aug 4, 2020
Zach Monge, PhDinTowards Data ScienceIdentifying and Solving Ambiguous Data Science ProblemsA brief guide to identifying and solving ambiguous data science problemsJul 12, 2020Jul 12, 2020
Zach Monge, PhDinTowards Data ScienceDeveloping Python Libraries for Data ScientistsWhy you should be developing Python libraries in Jupyter Notebooks.Mar 30, 2020Mar 30, 2020
Zach Monge, PhDinTowards Data ScienceTime Series Anomaly Detection With “Real World” DataTime series anomaly detection is a very hard problem, especially when working with “real world” data.Jan 27, 20201Jan 27, 20201
Zach Monge, PhDinTowards Data ScienceMachine Learning Algorithms are Not Black BoxesA Guide to Interpreting Neural NetworksAug 26, 20193Aug 26, 20193
Zach Monge, PhDinTowards Data ScienceQuickly Navigating Python Libraries With CtagsA tutorial for using ctags to efficiently navigate Python libraries for data scientists.Jun 23, 2019Jun 23, 2019
Zach Monge, PhDinTowards Data ScienceHow SQL Is Making Me a Better ScientistAn explanation of why and how I started using SQLMar 4, 2019Mar 4, 2019
Zach Monge, PhDinTowards Data ScienceCycleGANs to Create Computer-Generated ArtAn explanation of CycleGANs and demonstration of computer-generated artFeb 18, 20193Feb 18, 20193
Zach Monge, PhDinTowards Data ScienceLearning to Code for Data Scientists and AcademicsAs a senior grad student I frequently mentor junior lab members (e.g., undergraduate students, post-baccalaureate research assistants…Feb 11, 20193Feb 11, 20193