Professional Certificate in Natural Language Processing with Python

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Overview

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Learning outcomes

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Course content

1

Introduction to Natural Language Processing

2

Text Preprocessing and Representation

3

Machine Learning for NLP

4

Deep Learning Techniques in NLP

5

NLP Applications and Case Studies

6

Introduction to Natural Language Processing

7

Text Preprocessing Techniques

8

Word Embeddings and Vectorization

9

Natural Language Understanding

10

Sentiment Analysis

11

Named Entity Recognition

12

Text Classification Algorithms

13

Building Chatbots with NLP

14

Deep Learning for NLP

15

Evaluation Metrics for NLP Models

16

text processing

17

tokenization

18

stemming and lemmatization

19

part of speech tagging

20

named entity recognition

21

sentiment analysis

22

topic modeling

23

word embeddings

24

machine translation

25

chatbot development

26

Text Preprocessing

27

Tokenization and Lemmatization

28

Stopwords and Punctuation Removal

29

Bag of Words and TF-IDF

30

Word Embeddings

31

Sentiment Analysis

32

Named Entity Recognition

33

Part of Speech Tagging

34

Topic Modeling

35

Text Classification

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90

Career Path

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Key facts

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Why this course

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Frequently asked questions

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Master Natural Language Processing with Python through hands-on projects, enhancing skills in text analysis, machine learning, and language understanding techniques.

Showcase your achievement with a professional certificate upon successful course completion.