Introduction to NLP
Introduction to NLP, available at Free, has an average rating of 3.5, with 10 lectures, based on 133 reviews, and has 3355 subscribers.
You will learn about Basics of Natural Language Processing This course is ideal for individuals who are Beginner NLP It is particularly useful for Beginner NLP.
Enroll now: Introduction to NLP
Summary
Title: Introduction to NLP
Price: Free
Average Rating: 3.5
Number of Lectures: 10
Number of Published Lectures: 10
Number of Curriculum Items: 10
Number of Published Curriculum Objects: 10
Original Price: Free
Quality Status: approved
Status: Live
What You Will Learn
- Basics of Natural Language Processing
Who Should Attend
- Beginner NLP
Target Audiences
- Beginner NLP
Natural Language processing is today a fast-emerging technology area. It has also been one of the most difficult topics to handle for the computers. Thanks to the advancement in artificial intelligence, we can process natural language more easily today. Many business applications today leverage the power of NLP. With the perfection on speech to text and text to speech conversions, NLP tools are used today as personal assistants and robo advisors. The chat bots are primary interface for many business applications. The NLP engine can process vast amounts of texts and classify them as well as translate them to another language. NLP programs are working in conjunction with the image recognition techniques to automatically generate captions from the images and the vice-versa.
This course is tries to demystify some aspects of NLP and address some of the challenges and approaches to handle the same.
Expectations from the course
1. Why NLP is important
2. Complexity in handling NLP
3. Business use cases of NLP
4. Different types of NLP problems
5. Approach for solving NLP problems
6. Applying machine learning concepts
7. Word embedding
This course uses python programming for basic hands-on. Some of the practice sessions in this course include: –
1. Standard text handling using nltk
2. Pre-processing text (normalization)
3. Sentiment analysis of the review comments
4. Spam detection using machine learning algorithms
Course Curriculum
Chapter 1: Background and concepts
Lecture 1: Introduction to the course
Lecture 2: NLP concepts
Chapter 2: NLP approaches
Lecture 1: NLP Approaches
Chapter 3: Preprocessing of texts
Lecture 1: Concepts – Text normalization
Lecture 2: Preprocessing of Texts
Chapter 4: Rule based approaches for NLP
Lecture 1: Concepts – Rules based approaches
Lecture 2: Practice session – Sentiment Analysis
Chapter 5: Probabilistic models for NLP
Lecture 1: Probabilistic models
Lecture 2: Practice Session – Spam classification
Chapter 6: NLP using Deep Learning
Lecture 1: NLP using Deep Learning
Instructors
-
Sunil Mishra
Instructor at Udemy
Rating Distribution
- 1 stars: 3 votes
- 2 stars: 6 votes
- 3 stars: 23 votes
- 4 stars: 39 votes
- 5 stars: 62 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
You may also like
- Top 10 Language Learning Courses to Learn in November 2024
- Top 10 Video Editing Courses to Learn in November 2024
- Top 10 Music Production Courses to Learn in November 2024
- Top 10 Animation Courses to Learn in November 2024
- Top 10 Digital Illustration Courses to Learn in November 2024
- Top 10 Renewable Energy Courses to Learn in November 2024
- Top 10 Sustainable Living Courses to Learn in November 2024
- Top 10 Ethical AI Courses to Learn in November 2024
- Top 10 Cybersecurity Fundamentals Courses to Learn in November 2024
- Top 10 Smart Home Technology Courses to Learn in November 2024
- Top 10 Holistic Health Courses to Learn in November 2024
- Top 10 Nutrition And Diet Planning Courses to Learn in November 2024
- Top 10 Yoga Instruction Courses to Learn in November 2024
- Top 10 Stress Management Courses to Learn in November 2024
- Top 10 Mindfulness Meditation Courses to Learn in November 2024
- Top 10 Life Coaching Courses to Learn in November 2024
- Top 10 Career Development Courses to Learn in November 2024
- Top 10 Relationship Building Courses to Learn in November 2024
- Top 10 Parenting Skills Courses to Learn in November 2024
- Top 10 Home Improvement Courses to Learn in November 2024