Data Science Content


What Is Machine Learning?

Whether you know it or not, you've probably been taking advantage of the benefits of machine learning for years. Most of us would find it hard to go a full day without using at least one app or web service driven by machine learning. But what is machine learning?

 

The Dollars Attached to a Career in Data Science

Data scientists aren’t going anywhere. In fact, this highly technical and analytical role is projected to grow three times faster than all other jobs. This is a look at the projected job growth in the field, median wages of data scientists across the United States, and the factors that may help boost a data scientist’s salary.

Big Data Isn’t a Concept — It’s a Problem to Solve

What is big data? To some it represents a cultural shift and for others it’s simply a concept. Here we deconstruct the term “big data,” and discuss how we should talk about it and what it sets us up to do for the future with AnnaLee Saxenian, dean of the UC Berkeley School of Information (I School).

Python for Data Science

Behind every smartphone app you use, there’s a programming language instructing the device to work seamlessly. Out of 250 programming languages, Python continues to be one of the most popular. Here we’ll examine what Python is and how Python compares to R as you consider which language is better suited for your needs.

The Power of Data: How Berkeley's I School is Bringing More Women into Data Science

It’s hard to go a week without seeing a new headline about the importance of data. It’s being used to prevent heart attacks, make factories more efficient, and power self-driving cars. Demand for data scientists is soaring: it’s the fastest growing job in the US, according to LinkedIn. But as data science becomes an increasingly crucial field, women are missing out: only about 26 percent of data jobs are filled by women. And more to the point, the world is missing out on them.

The Language of Data: Analyzing the State of the Union

What can be found in the words of a president’s address? datascience@berkeley compares more than 100 years of State of the Union addresses to find out who’s saying what.