CUSTOMISED
Expert-led training for your team
Dismiss

Python & NLP training course

Learn how to write programs that analyze written language

JBI training course London UK

"The course was professionally run and I liked that it is interactive with exercises of how AI is used. The instructor is very knowledgeable on the subject and enthusiastic about machine learning"

YZ, Software developer, Python AI & ML, May 2021

Public Courses

18/11/24 - 2 days
£1795 +VAT
06/01/25 - 2 days
£1795 +VAT
17/02/25 - 2 days
£1795 +VAT

Customised Courses

* Train a team
* Tailor content
* Flex dates
From £1200 / day
EDF logo Capita logo Sky logo NHS logo RBS logo BBC logo CISCO logo
JBI training course London UK

  • Process text data using Python tools
  • Extract important keywords and topics of interest from large text collections
  • Capture semantics using efficient text representations like word embeddings
  • Use Machine Learning techniques to categorise documents
  • Learn about the latest approaches to tackle advanced applications like language generation, entity recognition and text summarisation

 

Python Data Analysis Training Course London UK (Taster Video)

1 - Foundations

This first section provides the basic tools and techniques to get started with Natural Language Processing

Overview on NLP applications and the Python

  • NLTK
  • spaCy
  • Gensim
  • scikit-learn

Working with text

  • Tokenisation
  • Text pre-processing
  • Regular Expressions

Word frequencies and co-occurrences

  • Stop-words and Zipf's Law
  • Mining topics of interest with co-occurrences

Text Representation

  • n-grams
  • Bag-of-words
  • Word embeddings and document embeddings

 

2 - Topic Modelling

This section aims at improving our understanding of a document, or a collection of documents, using techniques that go beyond simple word frequencies.

Topic Modelling

  • Bird's-eye view on a document or a dataset
  • Navigating topics and sub-topics in a document or a dataset

 

3 - Text Classification

This section tackles the problem of classifying documents into a set of predefined categories.

 

  • Categorising documents
  • Topic Classification
  • Sentiment Analysis
  • Model evaluation: assessing classification quality
  • Model introspection: explaining the classification results

4 - Overview on Advanced Applications

The last section offers an outlook on advanced NLP problems, so delegates are equipped with ideas and techniques to tackle more specific applications

Search Engines

  • Building a search engine to retrieve relevant documents from a custom data set of text

Named Entity Recognition

  • Identifying named entity in text

Text Summarisation

  • Extracting the most useful sentences from a document or a collection of documents 

Natural Language Generation

  • Creating an AI conversational agent for customer service and similar
JBI training course London UK

Software engineers, data scientists, data analysts, researchers and students who want to get started with Natural Language Processing applications, with the purpose of extracting useful information from free-text data.


5 star

4.8 out of 5 average

"The course was professionally run and I liked that it is interactive with exercises of how AI is used. The instructor is very knowledgeable on the subject and enthusiastic about machine learning"

YZ, Software developer, Python AI & ML, May 2021

 

Watch client feedback from Python training courses: 

JBI training course London UK

Newsletter

 

Sign up for the JBI Training newsletter to stay updated with world-class technology training opportunities, including Analytics, AI, ML, DevOps, Web, Backend and Security. Our Power BI Training Course is especially popular.  Gain new skills, useful tips, and validate your expertise with an industry-leading organisation, all tailored to your schedule and learning preferences.



The course will balance theoretical foundations with practical examples using the Python programming language.

No prior experience with libraries such as NLTK or scikit-learn is required for this course.

Having existing experience with Python will be extremely beneficial but not required: users of other programming languages and tools (including e.g. Java, C++, C#, JavaScript, Matlab, Excel or Rlang) will find this course beneficial.

CONTACT
+44 (0)20 8446 7555

[email protected]

SHARE

 

Copyright © 2024 JBI Training. All Rights Reserved.
JB International Training Ltd  -  Company Registration Number: 08458005
Registered Address: Wohl Enterprise Hub, 2B Redbourne Avenue, London, N3 2BS

Modern Slavery Statement & Corporate Policies | Terms & Conditions | Contact Us

POPULAR

Rust training course                                                                          React training course

Threat modelling training course   Python for data analysts training course

Power BI training course                                   Machine Learning training course

Spring Boot Microservices training course              Terraform training course

Kubernetes training course                                                            C++ training course

Power Automate training course                               Clean Code training course