Udemy – Learn Natural Language Processing with Python 2024-3

Learn Natural Language Processing with Python. This comprehensive course introduces natural language processing (NLP) as one of the most advanced fields of artificial intelligence. In this course, you will learn how machines can understand, interpret, and produce human language. Using a hands-on approach and PyTorch, you will be able to build, train, and evaluate deep learning models for various NLP tasks. By the end of this course, you will have a strong foundation in classical and deep learning approaches to NLP and will be able to build advanced models using PyTorch. This course is ideal for data scientists, machine learning engineers, and AI enthusiasts who want to advance their skills in NLP and deep learning.

What you will learn:

• Basic concepts: Introduction to computational graphs, PyTorch basics, corpora, tokens, and types
• Basic models: learning N-grams, the simplest neural network, activation functions, and supervised training
• Advanced models: mastery of feed-forward networks, multilayer perceptron, convolutional neural networks, batch normalization, and recurrent neural networks
• Evaluation and Forecasting: Learn how to evaluate models and make predictions.
• Sequence modeling: Introduction to sequence modeling, vanilla RNNs, and advanced sequence modeling

Who is this course suitable for?

• People who want to explore data science.
• People who want to explore natural language processing.
• People who want to explore artificial intelligence.
• People who want to explore neural networks.

Learn Natural Language Processing with Python course details

• Publisher:  Udemy
• Instructor:  Tech Career World
• Training level: Beginner to advanced
• Training duration: 2 hours and 16 minutes
• Number of lessons: 23

Course syllabus on 2024/11

Prerequisites for the Learn Natural Language Processing with Python course

Course images

Sample course video

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Download file – 642 MB

File(s) password: www.downloadly.ir

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642 MB