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Natural Language Processing (NLP) Fundamentals with Python Overview
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
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Natural Language Processing (NLP) Fundamentals with Python. 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 (NLP) Fundamentals with Python, 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 (NLP) Fundamentals with Python. 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 (NLP) Fundamentals with Python sessions.
Highly experienced trainers
Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience
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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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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 (NLP) Fundamentals with Python 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 the United Kingdom starts from £2495
The Knowledge Academy is the Leading global training provider for Natural Language Processing (NLP) Fundamentals with Python.
Please see our Artificial Intelligence & Machine Learning courses available in the United Kingdom
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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