A Basic Knowledge of Python Can Help You Build Your Own Machine Learning Model

Hello beautiful people! Hope that 2025 is treating you well, even though it’s been buggy for me, so far.

Welcome to the Doodles and Programming blog and today we’re going to build: A sentiment analysis model using TensorFlow + Python.

In this tutorial, we’ll also learn about the basics of Machine Learning with Python, and as mentioned before, we’ll be able to build our own Machine Learning Model with Tensorflow, a Python library. This model will be able to detect the tone/emotion of the input text, by studying and learning from the sample dataset provided.

Prerequisites

All we need is some knowledge of Python (the most basic things, of course), and also, make sure you have Python installed in your system (Python 3.9+ is recommended).

However, if you find ...