Let’s talk about the NumPy zeros function, which is sometimes called np.zeros or numpy.zeros. If you’re doing data science in Python, you need to be able to work with numerical data. One of the primary tools for working with numerical data is the NumPy array. In some cases, you will have data that you can … Read more
NumPy arrays are an important component of the Python data science ecosystem. When working with NumPy arrays, you’re going to need to be able to perform basic data manipulation. In particular, you may need to change the “shape” of the data; you may need to change how the data are arranged in the NumPy array. … Read more
One of the cornerstones of the Python data science ecosystem is NumPy, and the foundation of NumPy is the NumPy array. That being the case, if you want to learn data science in Python, you’ll need to learn how to work with NumPy arrays. In this blog post, I’ll explain the essentials of NumPy arrays, … Read more
One of the most common questions I get from data science hopefuls is “which programming language should I learn?” My general advice is “it depends.” Or to clarify my response, I like to ask the question “who are you, and what are your goals?” The programming language you use depends on your background and your … Read more