Course information

Natural Language Processing (NLP) Fundamentals with Python Course Outline

Module 1: Introduction to NLP

  • What is Natural Language Processing?
  • Why is NLP Important?
  • Applications of NLP
  • Challenges in NLP
  • Tools and Resources for NLP

Module 2: Text Preprocessing

  • Text Cleaning and Normalisation
  • Tokenisation
  • Part of Speech Tagging
  • Named Entity Recognition
  • Stop Word Removal

Module 3: Text Representation

  • Bag of Words
  • Term Frequency-Inverse Document Frequency (TF-IDF)
  • Word Embeddings
  • Topic Modelling

Module 4: Text Classification

  • Supervised Learning
  • Naive Bayes
  • Support Vector Machines (SVM)
  • Decision Trees
  • Evaluation Metrics for Text Classification

Module 5: Advanced NLP Techniques

  • Sequence Labelling
  • Language Modelling
  • Neural Machine Translation
  • Sentiment Analysis
  • Text Summarisation

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Who should attend this Natural Language Processing (NLP) Fundamentals with Python Course?

The Natural Language Processing (NLP) Fundamentals with Python Course can be beneficial for a wide range of individuals who are interested in understanding and working with text data. The following are some professionals who can benefit from this course:

  • Software Developers
  • Data Scientists
  • Machine Learning Engineers
  • Data Analysts
  • Artificial Intelligence (AI) Researchers
  • Product Managers
  • Business Analysts

Prerequisites of the Natural Language Processing (NLP) Fundamentals with Python Course 

Delegates should have a basic knowledge and understanding of Python. 

Natural Language Processing (NLP) Fundamentals with Python Course Overview

Natural Language Processing (NLP) is a branch of Artificial Intelligence (AI) that focuses on the interaction between computers and human language. It is pivotal in transforming industries like customer service, healthcare, and finance by enabling machines to understand, interpret, and generate human language in a valuable way.

Proficiency in NLP with Python is crucial for Data Scientists, AI Engineers, Software Developers, and Linguists. Mastering this field empowers professionals to create innovative text analysis solutions, sentiment analysis, language translation, and chatbots. It is essential for those aiming to stay competitive and drive advancements in technology across various sectors.

This intensive 2-day course equips delegates with fundamental concepts and practical skills in natural language processing using Python. Through hands-on workshops and expert-led sessions, delegates comprehensively understand text preprocessing, tokenisation, and sentiment analysis. Delegates learn to implement NLP models, interpret results, and optimise algorithms for diverse real-world scenarios.

Course Objectives

  • To understand the foundational principles of natural language processing
  • To explore various NLP techniques, including text preprocessing and tokenisation
  • To apply NLP algorithms in sentiment analysis and language translation tasks
  • To analyse and interpret NLP model results effectively
  • To optimise and fine-tune NLP algorithms for improved performance
  • To comprehend ethical considerations in deploying NLP solutions

Upon completing this course, delegates will have acquired the knowledge and skills necessary to implement and optimise NLP models using Python, making them invaluable assets in their professional fields.

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What’s included in this Natural Language Processing (NLP) Fundamentals with Python Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Natural Language Processing (NLP) Fundamentals with Python Certificate 
  • Digital Delegate Pack

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Our Milton Keynes venue

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Milton Keynes is a large town located in Buckinghamshire, England. It is in the centre of the Borough of Milton Keynes and is located about 45 miles (72 km) north-west of London. Milton Keynes currently has an estimated population of over 200,000 residents inhabiting the city; it increased from 53,000 in 1961. Schools in Milton Keynes follow the British educational Tripartite System which is divided into three levels: Primary School, Secondary Schools and Higher Education. The education in Milton Keynes is compulsory for children up until they are 16 years old. The city offers over 80 state schools which are Comprehensive School including Stantonbury Campus and Denbigh School, as well as Grammar Schools. The city also includes Private Schools, Webber Independent School, which is a mixes school for children from the ages of 3 to 18 years old, and the Milton Keynes Preparatory School which is also a mixed schools forma age 2 ½ years old to 11 years old. Milton Keynes also offers Special Schools and Alternative Schools for children living in the city including The Redway School and White Spire School. There are four independent Primary and Preparatory Schools including: Broughton Manor Preparatory School, Walton Pre Preparatory School, Milton Keynes Preparatory School, and the Grove School.

Popular searched areas in and around Milton Keynes include:-

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Milton Keynes is home to The Open University's (OU) headquarters which is situated in the Walton Hall district. It is a public university and was established in 1969 and has nearly 170,000 students; with 156,000 undertaking their undergraduate degrees and 11,000 doing their postgraduates. The Open University has study off-campuses based all over the UK and all over the world. There are many notable current and former academics including astronomer Jocelyn Bell Burnell, editor of Red Pepper magazine Hilary Wainwright, discourse analyst, social psychologist Margaret Wetherell, and space scientist John Zarnecki. Open University's (OU) also has over two million alumni that attended the university. Milton Keynes is notable for its world-famous architect Sir Norman Foster in designing the city as well as the Foster's Beanhill housing scheme.

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Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Natural Language Processing Fundamentals With Python Training in Milton Keynes. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Natural Language Processing Fundamentals With Python Training in Milton Keynes, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Natural Language Processing Fundamentals With Python Training in Milton Keynes. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Natural Language Processing Fundamentals With Python Training in Milton Keynes sessions.

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Natural Language Processing Fundamentals With Python Training in Milton Keynes FAQs

Natural Language Processing (NLP) is the technique of developing a device or machine that can understand a command rapidly, either in text or voice, as humans can.
The training fees for Natural Language Processing (NLP) Fundamentals with Python certification in Milton Keynes starts from £2495
The Knowledge Academy is the Leading global training provider for Natural Language Processing (NLP) Fundamentals with Python.
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