Sentiment Analysis: Comparison of Machine Learning & Deep Learning Algorithms using Python
This is the explanation and demo video of an educational project using the IMDB movie review dataset to derive a sentiment predictor from both traditional machine learning and deep learning algorithms. The objective is to showcase the characteristics of machine learning and deep learning algorithms, and their pros and cons. It also explains the high-level concepts of the workings of machine learning and deep learning algorithm. The project is coded in Python on Jupyter Notebook.
All the Python code and slides are available at:
https://github.com/TKChung9891/IMDB-S...
This project is also contained in the portfolio website:
https://sites.google.com/view/tkportf...
Time codes:
00:00 - Introduction
00:24 - Theoretical Concepts
02:18 - IMDB Dataset
03:11 - Data Pre-processing
06:25 - Logistics Regression
07:34 - Support Vector Machine
08:27 - Naïve Bayes
09:37 - Deep Learning Concept
11:58 - Deep Learning Python code
14:36 - Machine Learning vs Deep Learning
En esta página del sitio puede ver el video en línea Sentiment Analysis: Comparison of Machine Learning & Deep Learning Algorithms using Python de Duración hora minuto segunda en buena calidad , que subió el usuario TK Chung 09 enero 2022, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 980 veces y le gustó 24 a los espectadores. Disfruta viendo!
