These are the methods involved in sampling during machine learning. In my last notebook-blog, I hinted the idea of an analogy between a 12-year-old girl studying for an exam, and our machine trying to learn…

# Tag: AI

## AI Notes | Machine Learning Overview

In our ML blog-syllabus, mathematical foundations of ML should be the next stop, however I have decided to postpone this till later in the blog in order to write something more comprehensive. The reader should note that getting the maths ‘out of the way’ is very essential to deeply understand a lot of the ML algorithm out Read More

## AI Notes | A Brief Note on Statistics

Now that I am done with the computational foundations of ML in python, I can not in good conscience proceed to other topics in maths, without touching on some basic statistics. Here is a brief note on statistics.

## AI Notes | My Reading Data Visualization with Seaborn

In this notebook, I demonstrated a few visualization techniques using my reading data from Goodreads.

## AI Notes | Data Handling with Pandas

Pandas is an open source python library that is used for data handling and manipulation. It was developed to work with the NumPy library.

## AI Notes | Introduction to Numerical Python (NumPy)

NumPy is an inescapable package for scientific computing in python. You can think of it as a foundation for numerous python packages…

## AI Notes | Jupyter Notebook

A web-based application in the form of a notebook that can be used for storing (and sharing) codes, notes, mathematical equations, and visualizations.

## AI Notes | Machine Learning Outline

About 2 months ago, I announced this new blog section. I will be starting with machine learning over the next several months, and here is a peep at the blog outline.

## AI Notes | Introduction

I caught the AI flu – specifically the very virulent machine learning strain. It’s been on for several months now, and it’s getting worse by the day. At this point I think I should start infecting my readers. Okay, okay jokes apart – welcome to my AI/ML Notes. This is a new blog section which Read More