Natural Language Processing using Python, is a programming language that is designed to create applications and services which can be useful and easily understandable by humans. To add on, it requires a lot of skills and knowledge to become a successful NLP developer. Also, being a Certified Natural Language Processing using a Python expert will open lots of doors in your career. With the Vskills certification, you will be able to acquire all those skills.
Natural Language Processing using Python: Roles and Responsibilities
- As an NLP developer, you will be required to create and develop codes. You will be working directly on the Natural language toolkit (NLTK) is the most popular library for natural language processing (NLP) which was written in Python and has a big community behind it. To add on, you should be well-versed with Python language as well.
- Also, the NLTK toolkit in Python programming language has been extensively being used for natural language processing by companies and offers immense opportunities for your career. Therefore, you will benefit in many ways after learning NLP.
Vskills Certificate in Natural Language Processing using Python
- The Vskills Certificate in Natural Language Processing using Python can help candidate differentiate in today’s competitive job market, broaden their employment opportunities by displaying their advanced skills, and result in higher earning potential.
- Also, This Course is intended for professionals and graduates wanting to excel in their chosen areas. It is also well suited for those who are already working and would like to take certification for further career progression.
Benefits of the Certification
- Job seekers looking to find employment in IT departments or software development of various companies, students generally wanting to improve their skill set and make their CV stronger, and existing employees looking for a better role can prove to their employers the value of their skills through this certification. Certification is also apt for senior management, executives to better understand the upcoming domain of Natural Language Processing using Python programming language.
- With this certification, you will be able to get job opportunities in big companies such as Google, Flipkart, TCS & Cognizant.
Vskills being India’s largest certification provider gives candidates access to top exams as well as provides after exam benefits. This includes:
- Become a Government Certified Professional.
- The Certification is valid for life.
- Candidates will get lifelong e-learning access.
- Access to free Practice Tests.
Test Details
- Exam Duration: 60 minutes
- Number of questions: 50
- Maximum marks: 50
- Passing marks: 25 (50%).
- There is NO negative marking in this module
- It is an online examination
Course Outline
The Vskills Certificate in Natural Language Processing using Python covers the following topics:
NLP and Python
- Installing and Setting Up NLTK
- Implementing Simple NLP Tasks and Exploring NLTK Libraries
- Part-Of-Speech Tagging
- Stemming and Lemmatization
- Named Entity Recognition
NLTK
- Frequency Distribution with NLTK
- Frequency Distribution on Your Text with NLTK
- Concordance Function in NLTK
- Similar Function in NLTK
- Dispersion Plot Function in NLTK
- Count Function in NLTK
Building Your Own NLP Application Using Python NLTK
- Introduction to Recurrent Neural Network and Long Short Term Memory
- Programming Your Own Sentiment Classifier Using NLTK
- Perform Sentiment Classification on a Movie Rating Dataset
Latent Semantic Analysis
- Starting with Latent Semantic Analysis
- Programming Example of Principal Component Analysis
- Programming Example of Singular Value Decomposition
Preparatory Guide
You must follow a study pattern while learning from authentic and genuine resources. This Preparatory Guide will act as a bridge for your career advancements. Our team has curated this guide to help you excel in your certification Let’s discuss step by step-
Exam Objectives
The course domains and modules act as a blueprint for the exam. This will help candidates to easily start preparing for the exam. Also, for the Vskills Certificate in Natural Language Processing using Python, the exam topics to refer to are:
- NLP and Python
- NLTK
- Building Your Own NLP Application Using Python NLTK
- Latent Semantic Analysis
Study Resources: Vskills E-Learning
For the Vskills Certificate in Natural Language Processing using Python examination, our team has provided online study material. Also, this online material is regularly updated. Furthermore, e-learning is bundled with hard copy material which helps candidates to improve and update the learning curve for superior and better opportunities.
Reference Books
It is important to prepare for the right books. To ease out your hunt for books we have provided a list of books which you can refer to:
- Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit by Steven Bird and Ewan Klein
- Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing by Jalaj Thanaki
Practice Test
After studying for the examination, it is important to practice sample papers. Practicing sample test will help you analyze your weak areas and strengths. Moreover, you will be able to improve your answering skills that will result in saving a lot of time. So, make sure to find the best practice sources. Start your practice and get certified now!
