Description
Machine Learning: Natural Language Processing in Python (V2) is a training course on machine learning and natural language processing with the Python programming language, published by Udemy Academy. In this training course, very important and at the same time scattered topics such as artificial intelligence, deep learning, machine learning, Markov model, NLTK library, data science, etc. will be discussed and in each of the fields mentioned You will learn valuable skills. This course is a large and voluminous training set that consists of 4 sub-set courses. The sub-series courses are respectively named vector models and text preprocessing techniques, probability models and Markov model, various machine learning and deep learning techniques and methods, and artificial neural network development methods.
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 model
- Language model
- Implementation of decoding algorithm using genetic algorithm and language model
- Design and development of spam detection system
- Design and development of sentiment analysis system
- Design and development of text and article summarization system
- Latent semantic indexing
- Python programming language and Scikit-Learn and Tensorflow libraries
Course details
Publisher: Yudmi
teacher: Lazy Programmer Inc And Lazy Programmer Team
English language
Training level: introductory to advanced
Number of courses: 153
Training duration: 22 hours and 11 minutes
Course headings
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
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 720p
Changes:
The version of 2022/11 compared to 2021/12 has increased the number of 2 lessons and the duration of 15 minutes.
download link
Password file(s): www.downloadly.ir
Size
6.80 GB
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