Natural Language Processing Masterclass with Python

Natural Language Processing Masterclass with Python, available at $59.99, has an average rating of 4.45, with 29 lectures, based on 18 reviews, and has 3808 subscribers.

You will learn about Learn the basics of Natural Language Processing Explore the steps of developing NLP projects Describe the process webscrpaing, sentiment analysis, language analysis This course is ideal for individuals who are Python programmers or Data Analysts or Data Scientists It is particularly useful for Python programmers or Data Analysts or Data Scientists.

Enroll now: Natural Language Processing Masterclass with Python

Summary

Title: Natural Language Processing Masterclass with Python

Price: $59.99

Average Rating: 4.45

Number of Lectures: 29

Number of Published Lectures: 29

Number of Curriculum Items: 29

Number of Published Curriculum Objects: 29

Original Price: $79.99

Quality Status: approved

Status: Live

What You Will Learn

Learn the basics of Natural Language Processing
Explore the steps of developing NLP projects
Describe the process webscrpaing, sentiment analysis, language analysis

Who Should Attend

Python programmers
Data Analysts
Data Scientists

Target Audiences

Python programmers
Data Analysts
Data Scientists

An astounding amount of unstructured text data is generated every day by the internet, social media platforms, and a variety of other sources. To harness the real value of such large volume of textual data, it is absolutely necessary to have the skills to turn messy texts into powerful insights. Python is a great tool through which we can process the language and translate easily using a variety of packages. Welcome to this practical course on Natural Language Processing using Python. If you have some experience with Python and an interest in natural language processing (NLP), this course can provide you with the knowledge you need to tackle complex problems using machine learning.

The trainer in this course is – Dr. Mostafa Sheikh who is a Senior Data Scientist with over 20 years of hands on experience on AI, ML and NLP. In this very hands on course Dr. Mostafa begins with a quick review of foundational NLP concepts, including how to clean text data and build a model on top of vectorized text. He then jumps into more complex topics such as Spark NLP, Webscraping, Parsing, Tensor flow. To wrap up the course, he lends these concepts a real-world context by showing how to develop and deploy machine learning problems.

The course is brought to you by HotCubator academy, a think tank of data and research based in Australia.

Course Curriculum

Chapter 1: Introduction and General idea of NLP

Lecture 1: Welcome message

Lecture 2: Introduction

Lecture 3: What is Natural Language Processing

Lecture 4: Practical application of NLP

Lecture 5: AI and NLP

Lecture 6: Steps in constructing NLP project

Chapter 2: Extracting and quantifying informative text

Lecture 1: What is parsing?

Lecture 2: What is document metrics

Lecture 3: Concept linking

Lecture 4: Text similarity metrics and quantifying texts

Lecture 5: Zipf's law

Lecture 6: Zipf's law in Python

Lecture 7: Context free grammar

Lecture 8: Language structure and components

Lecture 9: Document collection, Vectro-space model and TFIDF

Chapter 3: Apache and spark

Lecture 1: Introduction to Apache and pyspark

Lecture 2: Features of Spark

Lecture 3: Sentiment analysis using Pyspark

Lecture 4: Pyspark NLTK

Lecture 5: Spark – streaming, SQL, RDD

Lecture 6: Summary of Spark

Chapter 4: Model Development, Code Management, Git

Lecture 1: Version control

Lecture 2: Tensor flow

Lecture 3: Model Development

Lecture 4: Model deployment – part 1

Lecture 5: Model deployment – part 2

Chapter 5: Webscrpaing

Lecture 1: What is webscraping

Lecture 2: Use cases of webscraping

Lecture 3: Demonstration of webscraping using Python

Instructors

HotCubator Academy
A think tank in Data, Research and Entrepreneurial thinking
Dr. Sayem Hossain
Data, Research, Strategy and Evaluation Expert

Rating Distribution

1 stars: 1 votes
2 stars: 3 votes
3 stars: 1 votes
4 stars: 4 votes
5 stars: 9 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

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