Natural Language Processing Fundamentals With Python Training in Barrie

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Natural Language Processing (NLP) Fundamentals with Python

Barrie

Gain knowledge of Natural Language Processing (NLP) to extract essential information.
Become familiar with POS tagging, which assigns parts of speech to each word.
Understand how to perform text wrangling and cleansing of raw data.

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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

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 the field of artificial intelligence that enables computers to comprehend spoken and written language like humans. It is an enterprise solution that improves employee productivity, simplifies mission-critical business processes, and streamlines business operations. This training aims to provide individuals with knowledge on how to deconstruct human text and voice data to help the computer understand and absorb the text and voice data. This training will equip learners with the algorithms and methods to derive meaningful information from raw data and enable the computer to understand and process human language. Individuals with knowledge of NLP and technical expertise will be able to advance their career opportunities and claim higher pay.

In this 2-day Natural Language Processing (NLP) Fundamentals with Python Training course, delegates will gain comprehensive knowledge of natural language processing and how to use it effectively. While attending this training, they will learn to use the Natural Language Toolkit (NLTK) to pre-process raw text and use NLTK with different Python libraries. They will also learn about text classification, which involves classifying text strings or documents into different categories depending on the string's content. Our highly skilled tutor will conduct this course and help delegates practice with the NLP toolkit and various algorithms.

Course Objectives

To serve the interaction between computers and humans
To derive meaning from human languages using machine learning
To transfer linear sequences of words into structures with semantic analysis
To analyse language-based data compared to humans without bias
To analyse large paragraphs of text by splitting them into sentences
To find the lemma and root form of the word through lemmatisation

After attending this training course, delegates will be able to auto-summarise the text by using machine learning and developing natural language processing software. They will also be able to identify patterns and relationships within the huge amount of text.

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

Why choose us

Our Barrie venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Barrie is a city of around 135,000 located in Ontario, Canada around the shore of Lake Simcoe. It is the 34^th largest city in Canada and is highly industrialised and tightly populated. There are two English language school boards operating in Barrie, one for the public education schools and one for the Catholic population. Also in Barrie are two French school boards and several private schools. There are vast numbers of elementary schools and around ten high schools. The main university in Barrie is the Georgian College. It caters to more than 10,000 full time students and 25,000 part time students and offers a large amount of high quality courses and programs to a high level of student and employment satisfaction. The University Partnership Centre (UPC) was founded at Georgian College and offers a wide variety of Bachelor and Master’s degrees from different university and ensures the college can expand to offer different levels of studies. Two facilities have been added to the Georgian College in the past decade, including the ‘Sadlon Centre for Health and Wellness’ and the ‘Centre for Sustainable Technologies’. These facilities provide students with the opportunity to delve into more specialist subjects and acquire special and advanced degrees while using cutting edge laboratories and classrooms. Sadlon Centre for Health and Wellness provides clinics for the public and allows up to 3000 students to learn about healthcare. Centre for Sustainable Technologies leads the way in construction and energy programming and highly influences the technology and future of building and construction industries.

Address

Liberty North,
100 Caplan Avenue,
Barrie,
ON L4N 9J2
Canada

T: +1 6474932992

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 Barrie. 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.

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Unlock your potential with The Knowledge Academy's Natural Language Processing Fundamentals With Python Training in Barrie, 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.

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Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

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

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

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What our customers are saying

Mohammad was brilliant in recognising my level of previous and current understanding of the subject and tailoring the course to provide me with essential information about the subject so that I can develop full understanding surrounding the course as well.

Michael Wynne

Natural Language Processing Fundamentals With Python Training in Barrie FAQs

What is Natural Language Processing (NLP)?

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.

What are the pre-requisites?

Before attending this Natural Language Processing (NLP) Fundamentals with Python Training course, delegates should have a basic knowledge of Python.

Who should attend this course?

This training course is suitable for everyone who wishes to gain knowledge regarding Natural Language Processing. However, this course is more beneficial for: • Data Scientists • Developers • Python Professionals • Programmers • Data Analysts

What are the different tasks of NLP?

Speech recognition, part of speech tagging, word sense disambiguation, named entity recognition, co-reference resolution, sentiment analysis, and natural language generation are the different tasks of NLP.

What are the real-world applications of NLP?

Spam detection, machine translation, virtual agents and chatbots, social media sentiment analysis, and text summarisation are the real-world applications of NLP.

What is the duration of this course?

This course is 2 days

How will this training be beneficial for delegates?

What will I learn in this Natural Language Processing (NLP) Fundamentals with Python Training course?

In this Natural Language Processing (NLP) Fundamentals with Python Training course, you will learn how to use the Natural Language Toolkit (NLTK) to pre-process raw text, build the text classifier using the Naive Bayes algorithm, text wrangling, POS tagging, text classification, and other essential topics.

What is the cost/training fees for Natural Language Processing (NLP) Fundamentals with Python certification in Barrie?

The training fees for Natural Language Processing (NLP) Fundamentals with Python certification in Barrie starts from CAD4295

Which is the best training institute/provider of Natural Language Processing (NLP) Fundamentals with Python in Barrie?

The Knowledge Academy is the Leading global training provider for Natural Language Processing (NLP) Fundamentals with Python.

What are the best Artificial Intelligence & Machine Learning courses in Barrie?

Please see our Artificial Intelligence & Machine Learning courses available in Barrie

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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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