Python | Interpreter

## Getting started with the Python interpreter

Python provides two main ways to run Python code: the Python interpreter and Python scripts. Here's a brief overview of each and how to use them, along with an example…

Linear Algebra

## Applications of Linear Algebra in Data Science

Linear algebra plays a fundamental role in data science. It is used in many areas such as linear regression, principal component analysis (PCA), singular value decomposition (SVD), eigendecomposition, and more.…

Principal Component Analysis[PCA]

## Evolution of Principal Component Analysis !!

Lets find the solution by combining dots. Solution Dots: Dot 1 : is PCA based on SVD? Yes, Principal Component Analysis (PCA) is based on the Singular Value Decomposition (SVD)…

os.path Vs pathlib.path

## How to Access files using pathlib.Path vs os.path

os.path os.path is a module in the standard library of Python that provides functions for interacting with the file system. The os.path module provides a wide range of functions to…

## Drones take over the WORLD with Reinforcement Learning

If you haven’t already heard about the latest news in drone technology, you should know that reinforcement learning algorithms are making drones smarter than ever before. Developed by Greg Brockman,…

## You Can’t Summarize a Document in One Sentence.

I recently worked on a project at work where we were given an array of documents and had to summarize each of them in as few sentences as possible. As…

## 10 Ways Augmented Reality Uses Machine Learning

What’s the difference between virtual reality and augmented reality? It might seem like semantics, but it’s important to understand that the two are not the same thing. Virtual reality (VR)…

## How Data Science Will Transform the World

What do data science, big data, and data engineering have in common? If you’re like most people, you’ve probably never heard of these terms before (and definitely not together). But…

## Python For Data Analysis Part-10

Essential Functionality Reindexing An important method on pandas objects is reindex, which means to create a new object with the data conformed to a new index. Consider an example: Input[1]:…

## Python for Data Analysis Part-9

Introduction to Pandas Data Structure Series A Series is a one-dimensional array-like object containing a sequence of values (of similar types to NumPy types) and an associated array of data…

End of content

No more pages to load