Packt
Natural Language Processing with Real-World Projects Specialization
Packt

Natural Language Processing with Real-World Projects Specialization

Master NLP with Python. Become a pro in Natural Language Processing using Python

Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand the fundamentals of NLP, regex, and lexical processing.

  • Understand the process and importance of text encoding in NLP.

  • Implement syntactic parsing methods to analyze sentence structures.

  • Design and develop comprehensive NLP projects from scratch.

Details to know

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Taught in English
Recently updated!

September 2024

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Specialization - 3 course series

What you'll learn

  • Install and set up Python and Anaconda for NLP projects.

  • Understand and evaluate linear regression and gradient descent methods.

  • Visualize data effectively with Matplotlib and Seaborn.

  • Apply machine learning algorithms like linear regression and KNN to NLP tasks.

Skills you'll gain

Category: Linear Regression
Category: NumPy
Category: Machine Learning
Category: Natural Language Processing
Category: Data Science

What you'll learn

  • Remember the basics of NLP and text encoding.

  • Apply regular expressions for text processing.

  • Implement lexical processing techniques like bag-of-words and Tf-IDF.

  • Create models for spelling correction and handling combined words.

Skills you'll gain

Category: Parsing
Category: Lexical Processing
Category: Natural Language Processing
Category: Regular Expressions
Category: Syntactic Processing

What you'll learn

  • Understand the fundamental concepts of semantic processing.

  • Analyze and implement Latent Semantic Analysis (LSA).

  • Apply Word2vec techniques through practical case studies.

  • Evaluate and execute real-world projects on semantic processing.

Skills you'll gain

Category: Semantic Processing
Category: Distributional Semantics
Category: Latent Semantic Analysis
Category: Advanced NLP
Category: Natural Language Processing

Instructor

Packt - Course Instructors
Packt
372 Courses9,744 learners

Offered by

Packt

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