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Course information

Natural Language Processing (NLP) Fundamentals with Python Course Outline

  • Introduction to Natural Language Processing (NLP)
  • Overview of Python
  • Text Wrangling and Cleansing
    • Overview of Text Wrangling and Text Cleansing
    • Sentence Splitter
    • Tokenisation
    • Stemming
    • Lemmatisation
  • POS Tagging
    • Stanford Tagger
    • Sequential Tagger
    • Brill Tagger
    • Machine Learning Based Tagger
  • Parsing Structure in Text
  • Natural Language Processing Applications
  • Text Classification
    • Naive Bayes
    • Decision Trees
    • Stochastic Gradient Descent
    • Logistic Regression
    • Support Vector Machines
    • Text Clustering - K-means
  • Using NLTK with other Python Libraries
    • NumPy
    • SciPy
    • Pandas
    • Matplotlib
  • Text Mining at Scale

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Who should attend this NLP course?

Anyone who wishes to gain knowledge regarding Natural Language Processing can attend this course. This course is ideal for:

  • Data Scientists
  • Developers who wish to become a Data Scientist
  • Python Professionals
  • Programmers and Data Analysts
  • Analytics Managers who are leading a team of Analysts

Prerequisites

Basic knowledge of Python is recommended.

Natural Language Processing (NLP) Fundamentals with Python Course Overview

Natural Language Processing (NLP) is a powerful skill that helps you extract important information from text data. The NLP Fundamentals with Python Training course guides delegates how to auto-summarise the text by using machine learning. Delegates will also acquire knowledge about how to build the text classifier using the Naive Bayes algorithm.

During this course, delegated will learn how to use the Natural Language Toolkit (NLTK) to pre-process raw text. You will master how to use NLTK with other Python Libraries such as SciPy, matplotlib, NumPy, and pandas.

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What's included in this NLP training course?

  • Delegate pack consisting of course notes and exercises
  • Manual
  • Experienced Instructor
  • Refreshments

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Why choose us

Ways to take this course

Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.

Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.

This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.

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Highly experienced trainers

All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning experience.

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience

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Great value for money

Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!

This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.

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Tailored learning experience

Our courses can be adapted to meet your individual project or business requirements regardless of scope.

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.

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Monitor employees progress

Keep track of your employees’ progression and performance in your own workspace.

What our customers are saying

Frequently asked questions

FAQ's

Please arrive at the venue at 8:45am.
Basic knowledge of Python is recommended.​
Anyone who wishes to gain knowledge regarding Natural Language Processing can attend this course. This course is ideal for: Data Scientists, Developers who wish to become a Data Scientist, Python Professionals, Programmers and Data Analysts & Analytics Managers who are leading a team of Analysts
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The price for Natural Language Processing (NLP) Fundamentals with Python certification in Canada starts from CAD2795
The Knowledge Academy is the Leading global training provider in the world for Natural Language Processing (NLP) Fundamentals with Python.

Why choose us

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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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"...the trainer for this course was excellent. I would definitely recommend (and already have) this course to others."

Diane Gray, Shell

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