What is spaCy? spaCy is an open-source natural language processing (NLP) library initially produced by the company explosion.ai. It has a large community following that has expanded its initial NLP capabilities across multiple languages (now 72+), expanded its capabilities for additional use-cases (such as clinical NLP with medspaCy), and integrates with other ML/DL frameworks (such […] The post Using spaCy for Natural Language Processing appeared first on Scott Campit, Ph.D ..read more

Test-driven development is a common software development approach that facilitates test automation, code refactoring, and to validate code functionality. This article goes over pytest, a popular testing framework to write tests in Python. This GitHub repo contains the code snippets presented in this article. Motivation for using pytest unittest and the Arrange-Act-Assert model The Arrange-Act-Assert […] The post pytest for Test-Driven Development appeared first on Scott Campit, Ph.D ..read more

What is Big Data? Big Data can be described as a highly rich dataset with several data types (think tabular, image, audio, etc) that is arriving in large volumes at a high velocity. For the data scientist, Big Data poses several problems and opportunities. The Attributes That Describe Big Data From a practical standpoint, there […] The post Big Data Analytics appeared first on Scott Campit, Ph.D ..read more

What is ChatGPT? ChatGPT is an artificial intelligence language model produced by OpenAI that generates human-like text responses in real-time. It uses machine learning to generate responses based on the input it receives, allowing it to have conversations with its users naturally and intuitively. ChatGPT is trained using two methods: Supervised Fine-Tuning and Reinforcement Learning […] The post How to use ChatGPT for your business? appeared first on Scott Campit, Ph.D ..read more

Part of being a data scientist is understanding, generating insights from data, and presenting your results in a clear and concise way. Showing data tables will not reveal the game-changing sexy insights you found. That may just bore, confuse, or even anger your bosses and colleagues, or even worse – key stakeholders that are paying […] The post Getting to better plots: the process for making figures appeared first on Scott Campit, Ph.D ..read more

Hint: it wasn’t for the pretty plots Note: This article was originally published in Towards Data Science on December 26, 2020. At the time of this writing, I am a fourth-year Ph.D. student at the University of Michigan, where I use machine learning and statistical modeling on biological datasets to study cancer metabolism and infer […] The post Why I chose MATLAB for learning data science appeared first on Scott Campit, Ph.D ..read more

As the new season starts to approach, it is getting me excited about seeing chunky knits, layers, and lots of leather. In fall I tend to go for neutrals, and the best way to keep that exciting is by playing with texture.  In today’s first look, I mixed a black satin mini dress with an … The post What I Wore This Week appeared first on Song of Style ..read more

I’ve been pretty busy lately, especially with it currently being Fashion Month, so I’ve mostly  been reaching for protein smoothies for breakfast. Sometimes I go for a simple banana, blueberry blend but I’ve started adding a new ingredient which has really changed my smoothie game. The protein I’ve been using is Human Improvement (hi! for … The post My Top 3 Hi! Protein Smoothie Recipes appeared first on Song of Style ..read more

Meet our last muse for our SOS sundown series, Blanda Jana. Come along with us as Blanda invites us into her house, a hidden oasis in the hills of Los Angeles, to talk about her thoughts on the end of the Summer Season. What do you want to do before summer ends? I would love … The post Get to Know: Sundown Series |Blanda Jana appeared first on Song of Style ..read more

Meet Alexa Losey + Maddi Bragg. Follow along as they reminisce about past summers and favorite memories of Summer 2021, all in the comfort of the Sunset Tower Hotel. (Sunset Tower Hotel for a sundown series photoshoot? Coincidence? We think not ;) ) What do you want to do before summer ends? Alexa: I want … The post Get to know: Sundown Series |Alexa + Maddi appeared first on Song of Style ..read more