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

Packt

Instructor: Packt

Included with Coursera Plus

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

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

September 2024

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Packt
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

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
Packt
231 Courses3,858 learners

Offered by

Packt

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions