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Statistics, Editorial, Programming

This article provides a sample of our book: “Descriptive statistics for data-driven decision making with Python.”


An image showing Superb AI’s logo and the space behind it, Superb AI offers state-of-the-Art data Labeling with a true AI-powered data management platform.
An image showing Superb AI’s logo and the space behind it, Superb AI offers state-of-the-Art data Labeling with a true AI-powered data management platform.
This tutorial has been brought to you thanks to Superb AI, the AI-powered enterprise-grade training data platform. | Source: Derivative from original by NASA on Unsplash

Data Science, Machine Learning, Tutorial

Diving into genuine state-of-the-art automation of the data labeling workflow on large unstructured datasets


Source: Derivative from original, photo by Sam Moqadam on Unsplash

Data Science, Editorial, Programming

Using data science to dive into marketing analytics through customer segmentation and machine learning techniques


Photo by Kevin Ku on Unsplash

Data Science, Editorial, Programming

This tutorial will see how we can swap two variables in the Python Programming language in five different ways.

a. Using a Temporary Variable:


Understanding pandas DataFrame join, pd.join() function
Understanding pandas DataFrame join, pd.join() function
Image by the Author | All images are from the author(s) unless stated otherwise.

DATA SCIENCE, EDITORIAL, PROGRAMMING

A deep dive visual tutorial on how to join columns with other data frames in pandas

Table of Content:

  1. Syntax
  2. Create DataFrames
  3. Understanding lsuffix and rsuffix parameters
  4. Joining DataFrames by Index Values
  5. Set index to join DataFrames
  6. Understanding the on parameter
  7. Joining multiple DataFrames
  8. Joining a Series with a DataFrame
  9. Understanding…


Image by the Author | All images are from the author(s) unless stated otherwise.

DATA SCIENCE, EDITORIAL, PROGRAMMING

A hands-on visual tutorial on how to detect and handle missing data in pandas


Pandas.melt() function examples | Image by the Author | All images are from the author(s) unless stated otherwise.
Pandas.melt() function examples | Image by the Author | All images are from the author(s) unless stated otherwise.
Pandas.melt() function examples | Image by the Author | All images are from the author(s) unless stated otherwise.

Data Science, Editorial, Programming

Understanding the most efficient and flexible function to reshape Pandas data frames

What is PD Melt?


Source: Photo by Marius Masalar on Unsplash

Computer Vision, Editorial

Step-by-step tutorial to train a faster R-CNN for object detection with TensorFlow using a custom dataset


How could data pipelines be represented in the real world? What could be a data pipeline? A highway as shown in the picture, a freeway?
How could data pipelines be represented in the real world? What could be a data pipeline? A highway as shown in the picture, a freeway?
Source: Derivate from original by Eric Weber on Unsplash

Data Engineering, Editorial

An Introduction to Data Pipelines. How, What, When, and Why?

What is a Data Pipeline?


Support vector machine (SVM) plot for our implementation on the wine dataset shown below | Source: Image by the author.

Data Science, Editorial, Machine Learning

An introduction to support vector machines (SVM) in machine learning, and their role in supervised ML with examples

What is Classification in Machine Learning?

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