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

36

Text Preprocessing

37

Tokenization and Lemmatization

38

Stop Words Removal

39

Part-of-Speech Tagging

40

Named Entity Recognition

41

Sentiment Analysis

42

Text Classification

43

Topic Modeling

44

Word Embeddings

45

Sequence-to-Sequence Models

46

Text Processing

47

Machine Learning for NLP

48

Deep Learning for NLP

49

Information Retrieval

50

Sentiment Analysis

51

Topic Modeling

52

Named Entity Recognition

53

Text Classification

54

Text Generation

55

Speech Recognition

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 £149
Standard mode - 2 months: GBP £99

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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Student Reviews

James Thompson
GB

I can't recommend this course enough! As a UK-based professional looking to expand my data analysis skills, the Natural Language Processing with Python course from Stanmore School of Business has been invaluable. The content is well-structured, easy to follow, and covers a wide range of practical NLP techniques. I particularly appreciated the real-world examples and hands-on exercises which allowed me to apply what I'd learned in a meaningful way. The course materials are top-notch – detailed, engaging, and constantly updated to reflect the latest industry standards. Overall, I'm extremely satisfied with my learning experience and feel confident that I've gained the skills necessary to excel in my career. Thanks, Stanmore!

Clara Diaz
ES

The Professional Certificate in Natural Language Processing with Python from Stanmore School of Business is an excellent course that I thoroughly enjoyed. The course content was engaging, informative, and covered a range of practical NLP skills that I can now apply in my professional role. I particularly appreciated the Python libraries and tools we worked with, as they're widely used in the industry. While some of the content was a bit challenging, the clear explanations and examples provided made it much easier to grasp. I'm very happy with the knowledge I gained and would definitely recommend this course to others.

Ali Hassan
AE

As a data scientist, I'm always looking for ways to improve my skills and expand my knowledge. The Natural Language Processing with Python course from Stanmore School of Business exceeded my expectations! The course content was well-organized, informative, and covered a wide range of practical NLP techniques and applications. I especially appreciated the deep dives into specific tools and libraries, which allowed me to gain hands-on experience and develop my skills in a real-world context. Overall, I'm extremely satisfied with my learning experience and highly recommend this course to anyone interested in NLP or data science.

Sophia Lee
US

I recently completed the Natural Language Processing with Python course from Stanmore School of Business, and I'm so glad I did! The course was well-structured, easy to follow, and covered a range of practical NLP skills that I can now apply in my professional role. I particularly enjoyed the case studies and real-world examples, which helped me understand how NLP is used in different industries. While some of the content was a bit challenging, the clear explanations and helpful resources made it much easier to grasp. Overall, I'm very happy with the knowledge I gained and would definitely recommend this course to others looking to improve their NLP skills.

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.