Udemy – Machine Learning: Natural Language Processing in Python (V2) 2024-12

Published on: 2024-12-21 16:33:09

Categories: 28

Description

Machine Learning: Natural Language Processing in Python (V2) is a course on machine learning and natural language processing using the Python programming language, published by Udemy Academy. This course covers very important and yet scattered topics such as artificial intelligence, deep learning, machine learning, Markov model, NLTK library, data science, etc., and you will learn valuable skills in each of the mentioned areas. This course is a large and comprehensive training set consisting of 4 sub-courses. The sub-courses are called Vector Models and Text Preprocessing Techniques, Probability Models and Markov Model, Various Machine Learning and Deep Learning Techniques and Methods, and Methods for Developing Artificial Neural Networks.

What you will learn in the Machine Learning: Natural Language Processing in Python (V2) course:

Convert text to vector using CountVectorizer, TF-IDF, word2vec and GloVe
Design and development of document and information retrieval system
Search engine design and development
Design and development of similarity search system
Probability models and Markov models
Language model
Implementing a decoding algorithm using a genetic algorithm and a language model
Design and development of spam detection system
Design and development of sentiment analysis system
Design and development of a text and article summarization system
Latent semantic indexing
Python programming language and Scikit-Learn and Tensorflow libraries

Course details

Publisher: Udemy
Instructor: Lazy Programmer Inc and Lazy Programmer Team
Language: English
Level of training: Beginner to Advanced
Number of lessons: 160
Duration of training: 22 hours and 43 minutes

Course headings

Machine Learning: Natural Language Processing in Python (V2)

Course prerequisites

Install Python, it’s free!

Decent Python programming skills

Optional: If you want to understand the math parts, linear algebra and probability are helpful

Course images

Machine Learning: Natural Language Processing in Python (V2)

Introduction video for the Machine Learning: Natural Language Processing in Python (V2) course

Video Player

00:00

Use Up/Down Arrow keys to increase or decrease volume.

Installation Guide

After Extract, view with your favorite player.

Subtitles: English

Quality: 720p

Changes:

The 2022/11 version has increased by 2 lessons and 15 minutes in duration compared to the 2021/12 version.

The 2024/6 version has increased by 6 lessons and 29 minutes in duration compared to 2022/11.

The 2024/12 version has increased by about 3 minutes and 1 lesson compared to the 2024/6 version.