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 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.

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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 Hamburg 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.

Hamburg, officially known as ‘Freie und Hansestadt Hamburg’ (Free and Hanseatic City of Hamburg), is the second largest city is Germany. The city is populated with approximately over 1.7 million residents. Like other cities across Germany, education in Hamburg is compulsory for children; it follows the German educational system and is divided into four levels: Kindergarten Education, Primary Education, Secondary Education, and Higher Education. Kindergarten is for children aged from three to 6. Elementary School (Grundschule) is from Grade 1 to Grade 4. After Elementary School, children can go onto one of the three types of schools, Hauptschule, Realschule or Gymnasium, depending on their academic ability from Grades 5 to 9 or 10 and is compulsory up to the age of 18.

The school system in Hamburg is managed by the Ministry of Schools and Vocational Training (Behörde für Schule und Berufsbildung). There is over 240 Primary School and nearly 200 Secondary Schools with over 160,000 students attending every year. The city also has many private colleges as well as religious and special-purpose institutions including the Helmut Schmidt University (formerly known as the University of the Federal Armed Forces Hamburg). Hamburg is home to the International School of Hamburg, which is one of the oldest international schools in Germany.

Hamburg also provides Higher Educations for students who wish to further their education with over 15 universities. There is over 70,000 students attending these universities including over 9,000 foreign students. Hamburg universities are both public and private for students. The public universities are: the University Medical Centre of Hamburg-Eppendorf, the University of Music and Theatre, the Hamburg University of Applied Sciences, the Hamburg University of Technology, and finally the University of Hamburg (Universität Hamburg) which is the largest university in Hamburg; Hamburg also offers private universities including the Bucerius Law School. 

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Address

HafenCity,

Am Kaiserkai 1,

Hamburg, Germany

T: +49 8000101090

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 Hamburg. 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 Hamburg, 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 Fundamentals With Python Training in Hamburg. 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 Fundamentals With Python Training in Hamburg sessions.

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Natural Language Processing Fundamentals With Python Training in Hamburg 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.
Before attending this Natural Language Processing (NLP) Fundamentals with Python Training course, delegates should have a basic knowledge of Python.
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
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.
Spam detection, machine translation, virtual agents and chatbots, social media sentiment analysis, and text summarisation are the real-world applications of NLP.
This course is 2 days
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.
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.
The training fees for Natural Language Processing (NLP) Fundamentals with Python certification in Hamburg starts from €2895
The Knowledge Academy is the Leading global training provider for Natural Language Processing (NLP) Fundamentals with Python.
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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"

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