The Chromosome

A human cell is generally made up of cell membrane, cytoplasm and a nucleus. Inside the nucleus, there are 23 pairs of chromosomes. Each chromosome is made up of tightly packed DNA strands. The 23rd pair consists of XX chromosomes in female and XY in males. In males, the Y chromosome is comparatively smaller than the rest.

Comparison of size between X and Y

DNA is a molecule that carries the genetic instructions used in the growth, development, functioning and reproduction of all known living organisms. These instructions are located at specific regions in the DNA strands called genes. …


The Business of Oil and Gas

Oil and gas is one of the largest and most important industries in the world. Its scope goes beyond providing fuel for transportation and generation of electricity but a multitude of services that support these activities and transactions (Lincoln Pratson, Duke University).

According to Fortune Global 500 for 2019, the revenue generated by the top 9 oil and gas and energy companies alone amounted a staggering $3 trilion dollars.

Fortune Global 500 for Energy 2019

Changes in crude oil prices are much more far reaching than just fuel prices. Food, electricity and consumer goods prices will also be affected. In search of oil and gas to…


Background

According to IFPI, The global recorded music revenues for 2018 were US$19.1 billion. The recording industry is highly competitive and is dominated by three big production companies. Record company-driven investment, innovation and partnerships are supporting artists to connect with fans around the world whilst also yielding dynamic growth in high-potential markets.

At the core of this industry lies the artists where record labels provided them with the necessary resources to sell and promote their music. …


OBJECTIVES

The main objective of this experiment is to use machine learning to predict which MAB will be the next FDA approved cancer therapeutic protein by learning from scientific abstracts obtained from Pubmed. This is a NLP-based binary classification problem.

The secondary objective is to evaluate what Automated Machine Learning platform has to offer in achieving the primary objective. The commercially available H2O Driverless AI AutoML platform from the Mountainview, California based AI startup H2O.ai (www.h2o.ai) was selected.

MONOCLONAL ANTIBODY MARKET FOR CANCER

Over the years, many treatment strategies have been developed to study, diagnose and treat cancer. Methods like surgery, chemotherapy, radiation therapy, bone marrow…

SIONG JONG HANG

I work at H2O.ai as a Solution Engineer advancing the cause of Driverless AI and democratizing AI.

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