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Natural Language Processing

Natural Language Processing

Delve deep into the world of Natural Language Processing (NLP) with this intensive course.

Tailored for individuals aiming to extract meaning from English text, this course covers a range of methods and theories to understand and implement NLP solutions.

What will you learn?

Delve deep into the world of Natural Language Processing (NLP) with this intensive course. Tailored for individuals aiming to extract meaning from English text, this course covers a range of methods and theories to understand and implement NLP solutions.

Unlock the power of written language with our comprehensive Natural Language Processing course. Participants will:

  • Master techniques to process and understand human languages.
  • Harness the potential of texts, from blog posts to tweets, for data analysis.
  • Set up algorithms to draw conclusions from vast data sources.
  • Gain hands-on experience with text classification, sentiment analysis, parsing, and more.

Requirements:

  • Required: Familiarity with any programming language (e.g., Java, Python, PHP, VBA).
  • Expected: Proficiency in maths at A-level standard, with a focus on probability, statistics, and calculus.
  • Beneficial: Knowledge of regular expressions.

Course Outline*:

*We know each team has their own needs and specifications. That is why we can modify the training outline per need.

Introduction to NLP:
  • Brief on NLP methods and its applications.
Text Processing Techniques:
  • Word and sentence tokenization
  • Text classification
  • Sentiment analysis
  • Spelling correction
  • Information extraction
  • Parsing
  • Meaning extraction
  • Question answering
NLP Theory:
  • Probability and statistics in NLP
  • Basics of machine learning applied to NLP
NLP Models and Methods:
  • N-gram language modeling
  • Naive Bayes and Maxent classifiers
  • Sequence models, including Hidden Markov Models
  • Probabilistic dependency and constituent parsing
  • Vector-space models of meaning

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Hands-on learning with expert instructors at your location for organizations.

0
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Level: 
Intermediate
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Duration: 
21
Hours (days:
3
) 
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Training customized to your needs
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Immersive hands-on experience in a dedicated setting
*Price can range depending on number of participants, change of outline, location etc.
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Master new skills guided by experienced instructors from anywhere.

0
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Level: 
Intermediate
Clock Icon - Education X Webflow Template
Duration: 
21
Hours (days:
3
) 
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Training customized to your needs
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Reduced training costs
*Price can range depending on number of participants, change of outline, location etc.
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You can participate in a Public Course with people from other organisations.

0

/per trainee

Number of Participants

1 Participant

Thanks for the numbers, they could be going to your emails. But they're going to mine... Thanks ;D
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Graph Icon - Education X Webflow Template
Level: 
Intermediate
Clock Icon - Education X Webflow Template
Duration: 
21
Hours (days:
3
) 
Camera Icon - Education X Webflow Template
Fits ideally for individuals and small groups
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Networking opportunities with fellow participants.
*Price can range depending on number of participants, change of outline, location etc.
Get Quote