Natural Language Processing Fundamentals With Python Training in Halifax

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Natural Language Processing (NLP) Fundamentals with Python

Halifax

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.

Dates & Prices Dates & Prices

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 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.

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 Halifax 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.

Halifax (otherwise known as the ‘Halifax Regional Municipality’) is the capital of Nova Scotia in Canada. Halifax has a population of around 410,000 people, most of which are based in the urban area of Halifax Harbour. The Halifax Regional Municipality consists of the former locations of Halifax, Dartmouth, Bedford, and the Municipality of Halifax County. This merge was completed in 1996. Halifax is a strong economic power and deals with business from across the globe, handling agriculture, mining, forestry and gas sectors for government services and private sector companies. It has been ranked the fourth best place to live in Canada. There is a high level of public schools located in Halifax, around 140 and are administered by the Halifax Regional School Board mostly, but a few by the Counseil scolaire acadien provincial. There are also six private schools which operate independently. There are a number of universities including Dalhousie University, Saint Mary’s University and the Atlantic School of Theology. Because of the number of universities and colleges, and their highness in quality, Halifax is seen a hub of youth culture.

Address

Purdy's Wharf
1959 Upper Water Street
Suite 1700
Tower 1
Halifax
Nova Scotia
B3J 3N2

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 Halifax. 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.

Learn more in our FAQs

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

Learn more in our FAQs

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

Learn more in our FAQs

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 Halifax FAQs

What is Natural Language Processing (NLP)?

Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and humans through natural language. It involves the use of algorithms to analyse, understand, and generate human language in a way that is valuable.

Is Python used for NLP?

Yes, Python is one of the most commonly used programming languages for NLP due to its extensive libraries, such as NLTK, spaCy, and TensorFlow, which provide robust tools for text processing and natural language understanding.

What are NLP fundamentals?

The fundamentals of NLP include text preprocessing (tokenisation, stemming, lemmatisation), syntax analysis (part-of-speech tagging, parsing), semantic analysis (sentiment analysis, named entity recognition), and machine learning for language models.

What does this Natural Language Processing (NLP) Fundamentals with Python Certification aim to achieve?

This certification aims to equip delegates with the foundational knowledge of NLP concepts and how to apply Python tools to analyse, preprocess, and manipulate language data for tasks like text classification, sentiment analysis, and machine translation.

What are the benefits of this Natural Language Processing (NLP) Fundamentals with Python Training?

This training provides hands-on experience with Python for NLP, teaches you key techniques to analyse textual data, improves your ability to work with large language datasets, and prepares you for real-world NLP applications, opening up career opportunities in AI and data science.

Are there any prerequisites to attending this Natural Language Processing (NLP) Fundamentals with Python Course?

Delegates should have basic programming skills in Python and a general understanding of machine learning concepts. Additionally, some familiarity with data structures and algorithms will also be beneficial.

What is the difficulty level for these Natural Language Processing (NLP) Fundamentals with Python Courses?

This Natural Language Processing (NLP) Fundamentals with Python Training Course is considered intermediate level, as it introduces NLP fundamentals and Python libraries. However, it is accessible to beginners with a basic understanding of Python.

Who should attend this NLP Fundamentals with Python Course?

This Natural Language Processing (NLP) Fundamentals with Python Course is suitable for Data Scientists, Machine Learning Engineers, Software Developers, and anyone interested in learning how to implement NLP solutions using Python.

What is the significance of holding this NLP Fundamentals with Python Certification?

Holding this certification demonstrates your proficiency in applying NLP techniques using Python, making you a valuable candidate for roles in AI, data science, and machine learning, where language processing is a core function.

What is included in this NLP Fundamentals with Python Training?

This NLP Fundamentals with Python Course includes hands-on coding exercises, practical case studies, text preprocessing techniques, machine learning models for NLP, and deep learning methods for advanced language analysis.

Which individuals or roles require these NLP Fundamentals with Python Courses?

Data Scientists, Machine Learning Practitioners, AI Researchers, Software Engineers, and professionals working with text data who want to deepen their understanding of NLP can benefit from these courses.

What is the duration of this Natural Language Processing (NLP) Online Training?

The duration of this NLP Fundamentals with Python Training Course spans across 2 days. For self-paced courses, the duration may vary based on the delegate's schedule, allowing flexibility to complete the training at their own pace.

Do you provide corporate training for this NLP Fundamentals with Python Training Course?

Yes, The Knowledge Academy provides corporate training for this NLP Fundamentals with Python Course to train teams on applying NLP techniques, enabling businesses to leverage text data for analytics, automation, and AI solutions.

What to do after this Natural Language Processing (NLP) Online Training?

After completing the training, you can apply NLP techniques in real-world projects, pursue advanced courses in machine learning and AI, or aim for NLP-related roles in data science, AI development, or text analytics.

Do you offer 24/7 support for this NLP Online Training?

Yes, 24/7 support is available throughout this NLP Training Course. Delegates can access help for any technical issues, queries regarding course materials, or assistance with accessing the training platform at any time.

Why should I take these NLP Courses Online?

Online NLP Courses provide flexibility and allow you to learn at your own pace. They offer hands-on projects, access to expert instructors, and enable you to develop highly sought-after skills in AI and text analytics.

Do you provide self-paced training for this NLP Online Training?

Yes, self-paced training is available for those who prefer flexibility in their learning schedule. Delegates can access the course materials, including videos and exercises, and complete the training at their own convenience.

Who should I contact if I am unable to access these Natural Language Processing (NLP) Courses Online?

If you encounter issues accessing your Natural Language Processing (NLP) Training, you should contact The Knowledge Academy's support team. They will help troubleshoot technical issues and provide alternative access to the course materials.

What kind of jobs can I expect based on this NLP Training Course?

Upon completing this course, you can pursue roles such as NLP Engineer, Data Scientist specialising in text analytics, Machine Learning Engineer, AI Developer, or Research Scientist in natural language technologies.

What will I learn in this Natural Language Processing Course?

You will learn how to apply text preprocessing methods, build machine learning models for language tasks, perform sentiment analysis and text classification, and work with Python libraries like NLTK, spaCy, and TensorFlow for NLP projects.

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

The training fees for Natural Language Processing (NLP) Fundamentals with Pythonin Halifax starts from CAD4295

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

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 Halifax?

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

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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