Recently HealthTech Women, a national non-profit, sat down with our Data Science instructor, Lesley Cordero to get an inside look at Artificial Intelligence, or, "AI" and how it is impacting society, particularly in healthcare and medicine. Lesley provides her perspective in this interview in addition to a more general understanding of AI and related concepts such as machine learning, natural language processing and big data.
3 min read
Data Scientist Interview: A Perspective On Artificial Intelligence
By Emily on Aug 17, 2020 5:15:26 AM
Topics: Natural Language Processing Machine Learning Big Data healthtech AI Data Science medtech
4 min read
A Beginner's Guide to Deep Learning
By Byte on Aug 17, 2020 5:15:02 AM
As long as there has been Science Fiction, the idea that machines are smarter than humans has always captivated our collective imagination. But while Artificial Intelligence (AI) has not reached that level yet, we have made considerable advances towards developing machine intelligence, as evidenced by Google, Tesla, and Uber experimenting with self-driven cars. The reason why AI has successfully burst out of universities and research labs into product is largely due to the scalability and usefulness of Deep Learning, the Machine Learning technique making this technological progress possible.
Topics: Deep Learning Machine Learning AI Data Science
12 min read
How to Overcome the Curse of Dimensionality
By Khaing Win on Aug 17, 2020 4:18:07 AM
Dimensionality reduction is an important technique to overcome the curse of dimensionality in data science and machine learning. As the number of predictors (or dimensions or features) in the dataset increase, it becomes computationally more expensive (ie. increased storage space, longer computation time) and exponentially more difficult to produce accurate predictions in classification or regression models. Moreover, it is hard to wrap our head around to visualize the data points in more than 3 dimensions.
Topics: Machine Learning Data Science
3 min read
Big Data, Machine Learning and Other Themes From Finovate Europe
By Emily on Aug 17, 2020 4:16:30 AM
In early February, Finovate Europe, a sold-out, two-day conference in London brought together more than 1500 on a guest list composed of the “who’s who in FinTech” – VC’s, founders, press and more. The conference is perhaps only surpassed in size by its original, Finovate Fall in New York. Products were launched by 70 companies from around the world - both startups and larger veterans. However, no matter what the size or founder's native language, a few themes were common. These included personalization, big data, machine learning and white labeling. Some even indicated a shift from Finovate Fall a few months prior.
Topics: Finovate FinTech Startup europe london Banking Data Science events
4 min read
Python vs R. Which language should you choose?
By Byte on Aug 17, 2020 4:15:22 AM
Data science is an interdisciplinary field where scientific techniques from statistics, mathematics, and computer science are used to analyze data and solve problems more accurately and effectively. It is no wonder, then, that languages such as R and Python, with their extensive packages and libraries that support statistical methods and machine learning algorithms are cornerstones of the data science revolution. Often times, beginners find it hard to decide which language to learn first. This guide will help you make that decision.
Topics: R Python Data Science Programming Tips
1 min read
Preparing For Facebook's Data Science Interview
By Byte on Aug 17, 2020 4:13:02 AM
Read on how to prepare and ace the Data Science interview from our Data Scientist, Lesley Cordero. Lesley describes her experience taking the technical test at leading tech companies, including Facebook and Foursquare.
Topics: facebook Careers Data Science Interview
3 min read
Interpreting and Visualizing AutoCorrelation
By Byte on Aug 14, 2020 9:08:34 AM
By Jithin J and Karthik Ravindra, Byte Academy
Topics: autocorrelation Data Science
2 min read
How to Ride the Big Data Wave in 2017
By Byte on Aug 14, 2020 9:05:18 AM
Due to an exponential increase in data in the 21st century, a new term "Big Data" was coined few years back.
Topics: Big Data Careers Data Science
5 min read
Student Interview: Coding Bootcamp to Data Integration Engineer
By Emily on Aug 14, 2020 8:54:02 AM
Nathaniel - "Nat" - Greenwald, a statistics major in his twenties, decided to break into data science by enrolling in Byte Academy coding bootcamp. Nat now has an exciting career working as a data integration engineer in the AdTech industry. Read about Nat's personal experience learning to code in addition to his career tips and advice to those who may want to follow in his footsteps.
Topics: Student Stories students Careers Data Engineer Data Science Interview student interview
8 min read
Data Analysis: Smart Phones & Other Trends In Will Creation
By Emily on Aug 12, 2020 9:05:22 AM
Writing a last will and testament is not usually an activity associated with millennials. However, young people are thinking differently about protecting their families, and, in turn are "disrupting" the will industry like many others. And in doing so, they are dragging Gen Xers and Baby Boomers along with them.