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    NLP - Natural Language Processing with Python

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 499 3499

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 499  ₹3,499
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!
    • Quick Check
    • Curriculum Overview
    • Installation and Setup Lecture
    • FAQ - Frequently Asked Questions

    Python Text Basics

    • Introduction to Python Text Basics
    • Working with Text Files with Python - Part One
    • Working with Text Files with Python - Part Two
    • Working with PDFs
    • Regular Expressions Part One
    • Regular Expressions Part Two
    • Python Text Basics - Assessment Overview
    • Python Text Basics - Assessment Solutions

    Natural Language Processing Basics

    • Introduction to Natural Language Processing
    • Spacy Setup and Overview
    • What is Natural Language Processing?
    • Spacy Basics
    • Tokenization - Part one
    • Tokenization - Part Two
    • Stemming
    • Lemmatization
    • Stop Words
    • Phrase Matching and Vocabulary - Part One
    • Phrase Matching and Vocabulary - Part Two
    • NLP Basics Assessment Overview
    • NLP Basics Assessment Solution

    Part of Speech Tagging and Named Entity Recognition

    • Introduction to Section on POS and NER
    • Part of Speech Tagging
    • Visualizing Part of Speech
    • Named Entity Recognition - Part One
    • Named Entity Recognition - Part Two
    • Visualizing Named Entity Recognition
    • Sentence Segmentation
    • Part Of Speech Assessment
    • Part Of Speech Assessment - Solutions

    Text Classification

    • Introduction to Text Classification
    • Machine Learning Overview
    • Classification Metrics
    • Confusion Matrix
    • Scikit-Learn Primer - How to Use SciKit-Learn
    • Scikit-Learn Primer - Code Along Part One
    • Scikit-Learn Primer - Code Along Part Two
    • Text Feature Extraction Overview
    • Text Feature Extraction - Code Along Implementations
    • Text Feature Extraction - Code Along - Part Two
    • Text Classification Code Along Project
    • Text Classification Assessment Overview
    • Text Classification Assessment Solutions

    Semantics and Sentiment Analysis

    • Introduction to Semantics and Sentiment Analysis
    • Overview of Semantics and Word Vectors
    • Semantics and Word Vectors with Spacy
    • Sentiment Analysis Overview
    • Sentiment Analysis with NLTK
    • Sentiment Analysis Code Along Movie Review Project
    • Sentiment Analysis Project Assessment
    • Sentiment Analysis Project Assessment - Solutions

    Topic Modeling

    • Introduction to Topic Modeling Section
    • Overview of Topic Modeling
    • Latent Dirichlet Allocation Overview
    • Latent Dirichlet Allocation with Python - Part One
    • Latent Dirichlet Allocation with Python - Part Two
    • Non-negative Matrix Factorization Overview
    • Non-negative Matrix Factorization with Python
    • Topic Modeling Project - Overview
    • Topic Modeling Project - Solutions

    Deep Learning for NLP

    • Introduction to Deep Learning for NLP
    • The Basic Perceptron Model
    • Introduction to Neural Networks
    • Keras Basics - Part One
    • Keras Basics - Part Two
    • Recurrent Neural Network Overview
    • LSTMs, GRU, and Text Generation
    • Text Generation with LSTMs with Keras and Python - Part One
    • Text Generation with LSTMs with Keras and Python - Part Two
    • Text Generation with LSTMS with Keras - Part Three
    • Chat Bots Overview
    • Creating Chat Bots with Python - Part One
    • Creating Chat Bots with Python - Part Two
    • Creating Chat Bots with Python - Part Three
    • Creating Chat Bots with Python - Part Four

    Bonus Section: Thank You!

    • Bonus Lecture

    Instructors

    Mr Jose Portilla
    Head of Data Science
    Udemy

    Other Bachelors, M.S

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