U&P AI - Natural Language Processing (NLP) with Python

Course Overview Are you looking to gain a new in-demand skill from the comfort of your home? Well, look no …

U&P AI - Natural Language Processing (NLP) with Python

U&P AI - Natural Language Processing (NLP) with Python




1 Year Access


3 Students


5 hours, 54 minutes

Gift this course

Course Overview

Are you looking to gain a new in-demand skill from the comfort of your home? Well, look no further; you’ve come to the right place!

Our easy-to-follow U&P AI – Natural Language Processing (NLP) with Python will provide you with all the deep knowledge and insight you need to know about this topic. This comprehensive course has been broken down into several manageable modules, which we believe will assist you to easily grasp each concept – from the fundamental to the more advanced aspects of the course. 

Learn the most in-demand skills from the safety & comfort of your home. Enjoy the freedom to learn at your own comfortable pace and prepare yourself for the market of the future.

Learning Outcomes

Whether you are an aspiring professional or a complete beginner, this course will improve your expertise and boost your CV with key skills and an accredited certification attesting to your knowledge. 

Entry Requirement

    • This course is available to all learners of all academic backgrounds.
    • Learners should be aged 16 or over to undertake the qualification.
    • Some basic understanding of the English language and numeracy.  


After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can, however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £29 or in PDF format at the cost of £19.

    • PDF certificate’s turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days

Why choose us?

      • Affordable, engaging & high-quality e-learning study materials;
      • Tutorial videos/materials from the industry-leading experts;
      • Study in a user-friendly, advanced online learning platform;
      • Efficient exam systems for the assessment and instant result;
      • The UK & internationally recognised accredited qualification;
      • Access to course content on mobile, tablet or desktop from anywhere, anytime;
      • The benefit of career advancement opportunities;
      • 24/7 student support via email.

Career path

Develop Your Career Plan is a useful qualification to possess and would be beneficial for any related profession or industry. 

Course Curriculum

Unit 01: Getting An Idea Of NLP And Its Applications
Module 01: Introduction to NLP 00:03:00
Module 02: By the End of This Section 00:01:00
Module 03: Installation 00:04:00
Module 04: Tips 00:01:00
Module 05: U – Tokenization 00:01:00
Module 06: P – Tokenization 00:02:00
Module 07: U – Stemming 00:02:00
Module 08: P – Stemming 00:05:00
Module 09: U – Lemmatization 00:02:00
Module 10: P – Lemmatization 00:03:00
Module 11: U – Chunks 00:02:00
Module 12: P – Chunks 00:05:00
Module 13: U – Bag of Words 00:04:00
Module 14: P – Bag of Words 00:04:00
Module 15: U – Category Predictor 00:05:00
Module 16: P – Category Predictor 00:06:00
Module 17: U – Gender Identifier 00:01:00
Module 18: P – Gender Identifier 00:08:00
Module 19: U – Sentiment Analyzer 00:02:00
Module 20: P – Sentiment Analyzer 00:07:00
Module 21: U – Topic Modeling 00:03:00
Module 22: P – Topic Modeling 00:06:00
Module 23: Summary 00:01:00
Unit 02: Feature Engineering
Module 01: Introduction 00:02:00
Module 02: One Hot Encoding 00:02:00
Module 03: Count Vectorizer 00:04:00
Module 04: N-grams 00:04:00
Module 05: Hash Vectorizing 00:02:00
Module 06: Word Embedding 00:11:00
Module 07: FastText 00:04:00
Unit 03: Dealing With Corpus And WordNet
Module 01: Introduction 00:01:00
Module 02: In-built corpora 00:06:00
Module 03: External Corpora 00:08:00
Module 04: Corpuses & Frequency Distribution 00:07:00
Module 05: Frequency Distribution 00:06:00
Module 06: WordNet 00:06:00
Module 07: Wordnet with Hyponyms and Hypernyms 00:07:00
Module 08: The Average according to WordNet 00:07:00
Unit 04: Create Your Vocabulary For Any NLP Model
Module 01: Introduction and Challenges 00:08:00
Module 02: Building your Vocabulary Part-01 00:02:00
Module 03: Building your Vocabulary Part-02 00:03:00
Module 04: Building your Vocabulary Part-03 00:07:00
Module 05: Building your Vocabulary Part-04 00:12:00
Module 06: Building your Vocabulary Part-05 00:06:00
Module 07: Tokenization Dot Product 00:03:00
Module 08: Similarity using Dot Product 00:03:00
Module 09: Reducing Dimensions of your Vocabulary using token improvement 00:02:00
Module 10: Reducing Dimensions of your Vocabulary using n-grams 00:10:00
Module 11: Reducing Dimensions of your Vocabulary using normalizing 00:10:00
Module 12: Reducing Dimensions of your Vocabulary using case normalization 00:05:00
Module 13: When to use stemming and lemmatization? 00:04:00
Module 14: Sentiment Analysis Overview 00:05:00
Module 15: Two approaches for sentiment analysis 00:03:00
Module 16: Sentiment Analysis using rule-based 00:05:00
Module 17: Sentiment Analysis using machine learning – 1 00:10:00
Module 18: Sentiment Analysis using machine learning – 2 00:04:00
Module 19: Summary 00:01:00
Unit 05: Word2Vec In Detail And What Is Going On Under The Hood
Module 01: Introduction 00:04:00
Module 02: Bag of words in detail 00:14:00
Module 03: Vectorizing 00:08:00
Module 04: Vectorizing and Cosine Similarity 00:14:00
Module 05: Topic modeling in Detail 00:16:00
Module 06: Make your Vectors will more reflect the Meaning, or Topic, of the Document 00:10:00
Module 07: Sklearn in a short way 00:03:00
Module 08: Summary 00:02:00
Unit 06: Find And Represent The Meaning Or Topic Of Natural Language Text
Module 01: Keyword Search VS Semantic Search 00:04:00
Module 02: Problems in TI-IDF leads to Semantic Search 00:10:00
Module 03: Transform TF-IDF Vectors to Topic Vectors under the hood 00:11:00

Course Ratings


  • 5 stars0
  • 4 stars0
  • 3 stars0
  • 2 stars0
  • 1 stars0

No Ratings found for this course.

How Do Our Courses Work?

Purchase and payment

Add your chosen course to your basket. Once you’ve added all the courses you need.

Course access

Add your chosen course to your basket. Once you’ve added all the courses you need.


Add your chosen course to your basket. Once you’ve added all the courses you need.

Continued support

Add your chosen course to your basket. Once you’ve added all the courses you need.

Dive into an enriching online learning journey with Alpha Academy. We pride ourselves on offering a diverse range of courses tailored to your needs. Elevate your expertise or discover a new passion. With Alpha Academy, your pursuit of knowledge has no bounds.


For Business

Certificate validator

Payment methods possible


    Your Cart
    Your cart is emptyReturn to Shop

    WINTER SALE :: ALL COURSES for $64.09 / year


    No more than 50 active courses at any one time. Membership renews after 12 months. Cancel anytime from your account. Certain courses are not included. Can't be used in conjunction with any other offer.

      Apply Coupon