Natural Language Processing with Python Certification Course

Access Duration - 365 Days
4.5( 2 REVIEWS )
111 STUDENTS
£.00
 

What Will I Learn?

Understand the basics of Natural Language Processing
Learn techniques to access and modify common file types
Learn to work with real-time data
Learn how to convert text to vector
Learn the art of step by step text processing

Overview

The Natural Language Processing with Python Certification Course will provide an understanding of basic to advance concepts of NLP and understand which techniques work well. NLP is a part of artificial intelligence and has become integral to technology and has slowly closed the gap between digital data and human communication. It is based on text mining and text analytics. This course will enable learners to become experts in NLP with Python.

The Natural Language Processing with Python Certification Course will offer a wealth of information on how to build your own machine learning model, understand the important techniques and concepts used in NLP and explore practical uses of the programming language.

The Natural Language Processing with Python Certification Course is a step by step guide to understanding NLP and text analytics. Qualifying in this course will set you in the right direction, giving you the opportunity to become a recognised Data Scientist or Analyst.

Why You Should Consider Taking this Course at Global Edulink?

Global Edulink is a leading online provider for several accrediting bodies, and provides learners the opportunity to take this exclusive course awarded by CPD. At Global Edulink, we give our fullest attention to our learners’ needs and ensure they have the necessary information required to proceed with the Course.  Learners who register will be given excellent support, discounts for future purchases and be eligible for a TOTUM Discount card and Student ID card with amazing offers and access to retail stores, the library, cinemas, gym memberships and their favourite restaurants.

  • Access Duration
  • Who is this Course for?
  • Entry Requirement
  • Method of Assessment
  • Certification
  • Awarding Body
  • Career Path & Progression
The course will be directly delivered to you, and you have 12 months access to the online learning platform from the date you joined the course.  The course is self-paced and you can complete it in stages, revisiting the lessons at any time.
This course is recommended for,
  • Developers aspiring to be Data Scientists
  • Analytics Managers
  • Python Professionals
  • Business Analysts
  • Learners should be over the age of 16, and have a basic understanding of English, ICT and numeracy.
  • A sound educational background is recommended
  • Understanding of Python programming
  • Understanding of Machine Learning concepts

In order to qualify in the course ‘Natural Language Processing with Python Certification Course’ successfully, learners will take an online test with each module being rounded off with multiple-choice questions. This online test is marked automatically, so you will receive an instant grade and know whether you have passed the course.

Upon the successful completion of the course, you will be awarded the Natural Language Processing with Python Certification Course by CPD.

CPD is a leading awarding body in the United Kingdom that meets an excellent standard of high quality education. CPD is committed towards the enhancement of proficiency and personal skills in order to develop learners’ skills and abilities. CPD ensures that both practical and academic qualifications assist individuals to re-skill or up-skill and maintain a competitive advantage in their chosen industry.

The Natural Language Processing with Python Certification Course will improve your candidature for a number of jobs in data analytics.  You can study further courses in the same field and enhance your academic expertise in NLP and text analytics, and add this as a valuable skillset on your resume. Your skills will be recognised by leading organisations that give you the opportunity to land a well-paying job and enhance your earning potential. Given below are job titles you can compete for, along with the average UK salary per annum according to https://www.glassdoor.com.

  • Data Analyst - £95,000 (Approximately)
  • Business Analyst - £67,000 (Approximately)
  • Analytics Manager - £79,000 (Approximately)

Key Features

Gain an Accredited UK Qualification
Access to Excellent Quality Study Materials
Personalised Learning Experience
Support by Phone, Live Chat, and Email
Eligible for TOTUM Discount Card
UK Register of Learning Providers Reg No : 10053842

Course Curriculum

1: Introduction to Text Mining and NLP
Overview of Text Mining
Need of Text Mining
Natural Language Processing (NLP) in Text Mining
Applications of Text Mining
OS Module
Reading, Writing to text and word files
Setting the NLTK Environment
Accessing the NLTK Corpora
2: Extracting, Cleaning and Pre-processing Text
Tokenization
Frequency Distribution
Different Types of Tokenizers
Bigrams, Trigrams & Ngrams
Stemming
Lemmatization
Stopwords
POS Tagging
Named Entity Recognition
3: Analyzing Sentence Structure
Syntax Trees
Chunking
Chinking
Context Free Grammars (CFG)
Automating Text Paraphrasing
4: Text Classification - I
Machine Learning: Brush Up
Bag of Words
Count Vectorizer
Term Frequency (TF)
Inverse Document Frequency (IDF)
5: Text Classification - II
Converting text to features and labels
Multinomial Naive Bayes Classifier
Leveraging Confusion Matrix
6: In Class Project

Students feedback

4.5

Average rating (2)
4.5
5 Star
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1 Star
    C S

    Cory Scott

    January 27, 2021
    Good provider

    The provider was very good. Their assistance from the beginning made my learning experience comfortable and convenient.

    L J

    Lane Jordan

    December 19, 2020
    Great course

    The course was an introduction on the essentials of text processing and how to use machine learning algorithms to classify texts.

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