Chanin Nantasenamat·Jul 28Member-onlyHow to use DagsHub for Data ScienceA high-level overview of the DagsHub platform — The data science lifecycle encompasses the process from data collection, analysis, deployment and monitoring. But what is often overlooked is the underlying infrastructure that makes the entire lifecycle run smoothly and seamlessly. This is especially true as data projects evolve over time as more and more data is collected, annotated…Data Science7 min read
Chanin Nantasenamat·Aug 3, 2021Member-onlyDays 27–33 of the 66 Days of DataDocumenting my Data Science Learning Journey — In this post, I combined what I did for Days 27–33 into a single post as I’ve been away for a week from posting contents on Medium. Hope you like the concised nature of this post. …66 Days Of Data4 min read
Chanin Nantasenamat·Jul 28, 2021Member-onlyDay 26 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 26 of the 66 Days of Data, I continued with coding an implementation in Python for calculating molecular fingerprints for a big chemical library. How big? This corresponded to 30,000 compounds * 2,000,000 compounds = 60,000,000,000 compound pairs. …66 Days Of Data2 min read
Chanin Nantasenamat·Jul 28, 2021Member-onlyDay 25 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 25 of the 66 Days of Dat, I’ve pondered some more about scikit-learn for an upcoming blog that I’m working on. Preview of the Illustration for my upcoming scikit-learn blog Here’s a preview of the first illustration I’ve made on the data representation of tabular datasets used for building models in scikit-learn:2 min read
Chanin Nantasenamat·Jul 28, 2021Member-onlyDay 24 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 24, I’ve continued to work some more on writing a full blog post about scikit-learn for data science. Aside from statistics, probably 80% or more of any data problem that you can think of can be handled by machine learning. Motivated to distill the fundamentals of the scikit-learn…66 Days Of Data2 min read
Chanin Nantasenamat·Jul 24, 2021Member-onlyDay 23 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 23 of the 66 Days of Data, I started the day off by listening to 12 student presentations on their Mini-Project data analysis of various Kaggle healthcare datasets. And ended the day by being in the live chat of the Premiere video podcast with Nate at StrataScratch. Student Presentation of the Mini-Projects This…66 Days Of Data3 min read
Chanin Nantasenamat·Jul 23, 2021Member-onlyDay 22 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 22 of the 66 Days of Data, I’ve spent time doing a Q and A session for the course I’m teaching as well as coded in Python for analyzing a large chemical dataset. Q and A for the Introductory Course on Python for Data Science As the course comes to a close, the day was spent to provide students the…66 Days Of Data3 min read
Chanin Nantasenamat·Jul 23, 2021Member-onlyDay 21 of the 66 Days of DataDocumenting my Data Science Learning Journey — Hands-on scikit-learn tutorial On Day 21 of the 66 Days of Data, I started off the day by teaching the hands-on tutorial on scikit-learn to an undergraduate class of Medical Technology students via Zoom. …66 Days Of Data3 min read
Chanin Nantasenamat·Jul 21, 2021Member-onlyDay 20 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 20, I’ve spent time wrapping up the Jupyter notebook for the hands-on tutorial of scikit-learn for a Python course I’m teaching. …66 Days Of Data3 min read
Chanin Nantasenamat·Jul 20, 2021Member-onlyDay 19 of the 66 Days of DataDocumenting my Data Science Learning Journey — On Day 19 of the 66 Days of Data, I worked on creating a Jupyter notebook for teaching students about the use of the scikit-learn library for basic model building for an introductory Python for #datascience course Let’s take a Glimpse of the Jupyter notebook of Hands-on Scikit-learn Guided Tutorial I’ve worked on crafting the introductory text cells to get students acquainted to…66 Days Of Data4 min read
