Suppose you’re analyzing a population of 100,000 people, and you’re trying to understand life expectancy. Within this population of 100,000 people, 65% can expect to live to the age of 70, while 25% can expect to live to age 80. Given that a person is already 70, what is the…

You are given the following dataframe and are asked to categorize each food into 1 of 3 categories: meat, fruit, or other.

Suppose you work for a large eCommerce company. You’re given the below table schema for a table called ‘orders’ that highlights eCommerce purchases since the company’s inception: Table: orders order_idcustomer_idcreated_atunique id of the orderunique id of the customer associated with the given orderthe date the order was made Additionally you’re…

By now, I am sure the app development world is fully invested in the massive craze generated by the Generative Ai tools like ChatGPT, BARD and Midjourney. It provides both new developers and seasoned veterans the opportunity to bring their ideas to life quickly and efficiently. Today, I have a…

Full Article: Deep self-supervised learning for biosynthetic gene cluster detection and product classification | PLOS Computational Biology Citation: Rios-Martinez, Carolina, et al. “Deep self-supervised learning for biosynthetic gene cluster detection and product classification.” PLOS Computational Biology 19.5 (2023): e1011162. Overview The researchers developed a self-supervised learning approach to identify and analyze…

Understanding Joint Probability and Bayesian Networks Introduction: In the field of probability theory, joint probability plays a crucial role in understanding the likelihood of multiple events occurring simultaneously. This article explores the concept of joint probability and its applications in Bayesian networks. We will cover key terms such as negation, inclusion-exclusion, marginalization, conditioning, and inference. Additionally, we…

Full Article: AI-Assisted chemical probe discovery for the understudied Calcium-Calmodulin Dependent Kinase, PNCK | PLOS Computational Biology Cite: Essegian, Derek, et al. “AI-assisted chemical probe discovery for the understudied calcium-calmodulin dependent kinase, PNCK.” bioRxiv (2022): 2022–06. Overview The study focuses on PNCK, an understudied kinase associated with cancer progression and survival…

Introduction Minesweeper, a classic puzzle game, has challenged and entertained players for decades. In this blog post, we will embark on a coding journey to develop our own Minesweeper game using logical statements in Python. By leveraging logical reasoning and intelligent deduction, we will unravel the mystery of the hidden mines…

Overview The development of KRAS G12C inhibitors in precision oncology has been a significant advancement, but response rates are often limited. To improve patient selection, researchers have created an integrated model called “K20” that predicts KRAS dependency. The model was built using molecular profiles of cell lines and features 19 genes…