Description
Machine Learning: Natural Language Processing in Python (V2) is a natural language and machine learning course with the Python programming language published by Udemy Academy. In this training, very important and at the same time scattered topics such as artificial intelligence, topics, machines, Markov model, NLTK library, data science, etc. will be placed in each of the fields. I learned valuable skills. This course is a large educational complex made up of 4 sub-courses. The following courses are called vector models and a set of text preprocessing techniques, probability models and Markov models, different machine techniques and methods and artificial neural network development concepts and methods, respectively.
What you will learn in Machine Learning: Natural Language Processing in Python (V2)
- Convert text to vector using CountVectorizer, TF-IDF, word2vec and GloVe
- Design and development of a document and information retrieval system
- Search engine design and development
- Design and development of a similarity search system
- Probability models and Markov models
- language model
- Implementation of a decoding algorithm using a genetic algorithm and a language model
- Design and development of spam and spam detection system
- Design and development of a sentiment analysis system
- Design and development of a text and article synthesis system
- Latent Semantic Indexing
- Python programming language and Scikit-Learn and Tensorflow libraries
Course Specifications
Editor: Udemy
Instructors: Programmer Lazy Inc And Team of lazy programmers
French language
Level: Introductory to Advanced
Number of lessons: 153
Duration: 22 hours and 11 minutes
course topics
Preconditions
Install Python, it’s free!
Decent Python programming skills
Optional: If you want to understand the math parts, linear algebra and probability are useful
Pictures
Machine learning: introductory video to natural language processing in Python (V2)
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Changes:
Version 2022/11 compared to 2021/12 increased the number of 2 lessons and the duration by 15 minutes.
Download links
File password(s): free download software
size
6.80 GB