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.·4 min read·Jul 11, 2021--1--1
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.·4 min read·Aug 4, 2020----
Zach Monge, PhDinTowards Data ScienceIdentifying and Solving Ambiguous Data Science ProblemsA brief guide to identifying and solving ambiguous data science problems·4 min read·Jul 12, 2020----
Zach Monge, PhDinTowards Data ScienceDeveloping Python Libraries for Data ScientistsWhy you should be developing Python libraries in Jupyter Notebooks.·4 min read·Mar 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.·6 min read·Jan 27, 2020--1--1
Zach Monge, PhDinTowards Data ScienceMachine Learning Algorithms are Not Black BoxesA Guide to Interpreting Neural Networks·13 min read·Aug 26, 2019--3--3
Zach Monge, PhDinTowards Data ScienceQuickly Navigating Python Libraries With CtagsA tutorial for using ctags to efficiently navigate Python libraries for data scientists.·5 min read·Jun 23, 2019----
Zach Monge, PhDinTowards Data ScienceHow SQL Is Making Me a Better ScientistAn explanation of why and how I started using SQL·5 min read·Mar 4, 2019----
Zach Monge, PhDinTowards Data ScienceCycleGANs to Create Computer-Generated ArtAn explanation of CycleGANs and demonstration of computer-generated art·9 min read·Feb 18, 2019--3--3
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…·3 min read·Feb 11, 2019--3--3
