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

Why choose us

Our Mississauga venue

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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.

Mississauga is the sixth largest city in Canada. It is in the south of the province of Ontario in the region of peel. The city is estimated to have a population of around 715,000 people. The rapid growth of this city is attributed to its proximity to Toronto. It was originally built as suburb of Toronto. Education in Canada is mostly free and publicly funded. It is overseen by the federal, provincial and local governments, with the education within provincial jurisdiction and the curriculum overseen by the province. Education is compulsory in most provinces up to the age of 16. Mississauga is served by the Peel District School Board, which operates the secular English speaking public schools. There is also a school board that runs the local catholic schools and a board that runs the French speaking schools in the area, one for the secular French schools and one for the catholic French schools. There are a number of schools in the area that offer specialised programs. These include the French immersion schools such as Clarkson Secondary School and Streetsville Secondary School. There are three schools in the areas that off a Regional Arts Program and two that offer a specialist sci-tech program for students who are gifted in these areas. There is also two schools that offer support for those studying for the international baccalaureate plus numerous other programs. Canada’s higher has a very good reputation. However there is no formal ranking system and students will often choose colleges and universities bases on geographic convenience and the reputation of a particular course. Mississauga is home to one of the three campuses run by the University of Toronto. This university is ranked as the 34th best university in the world and is the second highest ranked Canadian university in the rankings. The campus was established in 1967 and is the universities second largest division. It is home to 12,000 students. They have 15 academic departments and pupils can choose from 148 programs to participate in from 89 areas of study. Students can study both undergraduate and graduate programs on this campus. This campus also has an excellent research environment that has helped the staff and researchers become internationally recognised for their work. The university includes Institutes for Management and Innovation, and Communication, Culture, Information and Technology.

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Robert Speck 2
2 Robert Speck Parkway
Suite 750
Mississauga
Ontario
L4Z 1H8

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 Mississauga. 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 Mississauga, 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.

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.

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Natural Language Processing Fundamentals With Python Training in Mississauga FAQs

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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
The training fees for Natural Language Processing (NLP) Fundamentals with Pythonin Mississauga starts from CAD4295
The Knowledge Academy is the Leading global training provider for Natural Language Processing (NLP) Fundamentals with Python.
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