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  • SpaCy for NLP

SpaCy for NLP

  • Master industry level natural language processing using Spacy

Created by Selva Prabhakaran

  • 60 Video Lessons

  • English

  • English captions

Validity Period: 365 days

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  •  Course Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts

What you will learn

01

Setup SpaCy

02

Tokenization in NLP

03

POS Tagging

04

Rule based Matching

05

Word 2 vector

06

Training the NLP Models

07

Chatsbots with SpaCy and Rasa

Course Curriculum

11 Modules      |    66 Sessions     |    4 hr 29 min Total Time  

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Introduction to Spacy

Sessions: 7 | Time: 28 min expand_more

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Linguistic Features

Sessions: 13| Time: 50 min expand_more

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Rule Based Matching

Sessions: 4| Time: 20 min expand_more

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Pipelines and Custom Attributes

Sessions: 10| Time: 39 min expand_more

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Word Vectors

Sessions: 5| Time: 35 min expand_more

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Training Models

Sessions: 2| Time: 11 min expand_more

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Training Custom NER Models

Sessions: 5| Time: 15 min expand_more

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Training Text Classification Models - Ecommerce Reviews

Sessions: 6| Time: 19 min expand_more

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Training Custom POS Tagger Model

Sessions: 3| Time: 10 min expand_more

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Training Custom Intent Parser

Sessions: 4| Time: 16 min expand_more

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Chatbot with Spacy and Rasa

Sessions: 7| Time: 26 min expand_more

Requirements

  • Courses Page1 Basic Maths and Logical Reasoning
  • Courses Page1 Curiosity about Data Science
  • Courses Page1 Learning Mindset

Who should attend this course?

  • Future Data Scientists and ML Engineers

  • Product Managers, Program Managers, Scrum Masters working in ML/Data science project

  • Software/Data engineers interested in quantitative analysis

  • Software engineers interfacing with data science team

  • Executives who have to lead or interact with Data Scientists

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

Validity Period: 365 days

Get Subscription

Already Subscribed? Click here to access your courses

  •  Workshop Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts