£406.80 – £478.80

Text Mining and Natural Language Processing with Python

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What you will learn
You will learn all the fundamental skills you need to extract syntactic, semantic and structural information from text.

- Text processing (tokenisation, lemmatisation)
- Semantic analysis (word vector analysis, IR techniques)
- Supervised and unsupervised ML techniques applied to language data
- Binary and multi-class classification for NLP
- Language models and text generation

Languages and libraries

- Python programming language
- numpy and pandas for data manipulation
- NLTK for text processing
- scikit-learn for machine learning algorithms

How you will learn

The course is extremely interactive and hands-on. You will learn by working through concrete problems with real datasets. You will be taught by specialists in the field, who have a wealth of experience and knowledge to share.

Is it for me?

Audience: Those who wish to take their data science skills further and learn state-of-the-art techniques in this constantly evolving field.

Prerequisites: good knowledge of python, some familiarity with matrices, basic understanding of machine learning practice (as taught in Introduction to Data Science)

For further information about this two-day Bootcamp visit: http://cambridgespark.com/courses/nlp

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