Up & running with Machine Learning.

Posts - Page 3 of 5

A step-by-step introduction to exploratory data analysis

  • python, tutorial, data analysis, seaborn, matplotlib
  • 40 min read

There is this concept called exploratory data analysis (EDA), which is essential in machine learning. In this beginner-friendly blog, we will solely discuss EDA. So what is exploratory data analysis or EDA? Well, it is the process of analyzing data to make sense of it and come up with a summary that describes the data using different methods like data manipulation and visualization.

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Iterators and range in Python

  • python, tutorial, programming
  • 11 min read

In this post, we will mainly discuss iterator and range function. We have been using iterator and range function; however, this time, we’ll go in-depth. Let’s first talk about iterator and iterable object in Python.

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List in Python

  • python, tutorial, programming
  • 13 min read

So far, we have seen one sequence data type, which is the string data type. Python has 6 additional built-in sequence data type. In this and the upcoming posts, we will be discussing 3 of them which are the lists, tuple and range and see their functions. In this post, we will focus on the list only

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Control flow part 2 - loop statement

  • python, tutorial, programming
  • 31 min read

In this second part of the control flow series, we will discuss the for and while loop statement, which is one of the most important concepts in programming. This allows repetition of a particular block of code without rewriting the code multiple times; this is the reasons why computer are so efficient. They can repeat an operation so many times, very quickly by removing the need for a human to code the same repetitive task.

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Control flow part 1 - conditional statement

  • python, tutorial, programming
  • 29 min read

In this series of posts, we are going to talk about the control flow in Python programming. A program’s control flow is the order in which the program’s code executes. In this first post of the series, we’ll talk about the conditional and pass statement. But before we start, let’s discuss on the indentation in python and the difference between a statement and an expression. Again, this post is written entirely in Jupyter notebook and exported as a markdown file to Jekyll.

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