Project based Text Mining in Python

Use of Natural Language Processing, Machine Learning and Sentiment Analysis towards Data Science
4.43 (96 reviews)
Udemy
platform
English
language
Science
category
instructor
Project based Text Mining in Python
545
students
10.5 hours
content
Oct 2021
last update
$19.99
regular price

Why take this course?

🧠 Dive into Data with Project-Based Text Mining in Python!

🚀 Course Title: Project-Based Text Mining in Python

👀 Headline: Master Natural Language Processing, Machine Learning, and Sentiment Analysis for Data Science!


Course Description:

Are you ready to unlock the secrets hidden within mountains of text data? In this comprehensive course, we embark on an exciting journey through the world of text mining. 📚✨

What You'll Learn:

  • Understanding Unstructured Data:

    • Learn to structure unstructured text data into vectors that computers can process and understand.
    • Explore the art of extracting different types of data from public archives, transforming raw text into a format suitable for analysis.
  • Natural Language Processing (NLP):

    • Get hands-on with NLP to pre-process datasets, ensuring that your models can handle real-world language nuances.
  • Machine Learning Techniques:

    • Dive into document classification and clustering to categorize and organize text data efficiently.
    • Evaluate your models, fine-tuning them for optimal performance and understanding.
  • Information Extraction & Topic Modeling:

    • Uncover hidden topics within a dataset using advanced topic modeling techniques.
  • Sentiment Analysis:

    • Master both classifier-based and dictionary-based approaches to understand the sentiments conveyed in text data.
  • Real-World Practice:

    • Solidify your learning with hands-on assignments throughout each module, ensuring you can apply your knowledge practically.
  • Capstone Projects:

    • Take on two comprehensive projects that will test and solidify your mastery of the concepts covered in this course. These real-world tasks are designed to challenge you and showcase your newfound expertise.
  • Expand Your Horizons with Personal Project Ideas:

    • Choose from a curated list of project suggestions to build your own unique text mining solution, pushing the boundaries of what you've learned.

Why This Course?

  • Hands-On Approach: With a focus on practical application and real-world datasets, this course is designed to give you the skills you need to tackle any text mining challenge.
  • Expert Guidance: Tailored by expert instructor Taimoor Khan, who brings years of experience in Python and data science, ensuring you receive top-tier instruction.
  • Community & Support: Join a community of like-minded learners and benefit from ongoing support as you progress through the course material.

🔥 Embark on your text mining adventure today! Enhance your skill set, bring data to life, and unlock insights with Python's powerful capabilities in text mining. 📊💡

Enroll now and transform the way you handle text data forever! 🚀🎉

Course Gallery

Project based Text Mining in Python – Screenshot 1
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Related Topics

2517242
udemy ID
19/08/2019
course created date
24/04/2020
course indexed date
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