What is the Certificate in Text Mining and NLP at Amity Online?

The Certificate in Text Mining and Natural Language Processing (NLP) at Amity Online provides in-depth knowledge of NLP techniques, machine learning applications, and text analytics for business and research.

Who should enroll in this Text Mining and NLP course?

This course is ideal for data analysts, AI enthusiasts, researchers, and professionals looking to enhance their skills in NLP and text analytics.

What are the key topics covered in this certification?

The course covers fundamental and advanced NLP concepts, text preprocessing, sentiment analysis, topic modeling, deep learning for NLP, and hands-on projects.

Is this certification program accredited?

Yes, this certification program is accredited and recognized by industry professionals, making it a valuable credential for career advancement.

How do I apply for this certification?

You can apply for the certification by visiting the official Amity Online website and completing the registration process for the course.

Certificate in Text Mining and NLP

Post successful completion, apply for paid internship

In Collaboration With

Take your career to the next level with a Certificate in Text Mining and NLP, a meticulously designed program that combines foundational knowledge with advanced applications. Crafted by industry experts, it equips you with the skills and tools to master Python programming, Natural Language Processing (NLP), machine learning, and deep learning techniques. Whether you’re a data science enthusiast, AI aspirant, or professional looking to upskill, this program offers hands-on projects, real-world applications, and industry-recognized certification to ensure you stand out in the competitive field of data analytics and AI.

Comprehensive Learning: Covers Python, NLP, machine learning, and deep learning.

Industry-Relevant Skills: Practical projects and hands-on experience with real-world datasets.

Expert Guidance: Learn from KPMG professionals with extensive industry expertise.

Recognized Certification: Enhance your resume with a certificate from KPMG.

Internship Opportunities: Apply for a paid internship after you complete the program.

Flexible Learning: Learn anytime, anywhere with our expert-led recorded lectures.

*Paid internship will be as per organization's norms or on a first-come, first-serve basis.

Total Modules: 7
Gain insight into a topic and learn the fundamentals.

Duration
32 hours

Level: Beginner
No prior experience required

Internship
Be eligible for internship (paid/unpaid)

Fee: ₹~~40,000~~ ₹32,000

Skills you'll gain

Python Programming

Writing and executing Python scripts for data tasks.

Text Preprocessing

Tokenization, stemming, lemmatization, and stop-word removal.

NLP Techniques

Bag-of-words, n-grams, and TF-IDF applications.

Machine Learning for Text

Building classification models with EDA and feature extraction.

Sentiment Analysis

Performing sentiment analysis and topic modelling on text data.

Web Scraping

Extracting and automating data scraping from websites and social media.

Deep Learning Models

Using RNNs and LSTMs for text analysis.

Industry-relevant Skills

Real-world professional experience through an internship*.

Tools and Platforms covered

Program Overview and Structure

1. Basics of Python using Jupyter Notebook

Build a solid foundation in Python programming and explore the basics of Jupyter Notebook. Learn how to install and configure Anaconda, write and run Python scripts, and work with essential data types to prepare for advanced text analysis and data processing tasks.

Introduction to Jupyter Notebook
Installing and exploring Anaconda and Jupyter Notebook
Writing and Running Python Scripts with various basic datatypes

2. Foundations of Natural Language Processing (NLP)

3. Advanced NLP Techniques and Applications

4. Machine Learning for Text Data: Techniques and Applications

5. Semantics and Sentiment Analysis

6. Web Scraping and Topic Modelling

7. Deep Learning in NLP

Earn and Share Your Certificate

Meet our top-ranked faculty

Jagadish GS

Analyst, Advisory KPMG India

Amity Online Advantages: Why We're the Right Fit for You

Learn from Analytics Experts and Industry Veterans

Learn from experienced faculty and industry professionals who specialize in data analytics and ML. Our experts help you build dynamic skills and knowledge that meet industry standards.

Real-World Case Studies and Data-Driven Projects

Gain hands-on experience in NLP, machine learning, and deep learning techniques. This practical approach prepares you to make data-driven decisions in any business setting.

Flexible Learning for Busy Professionals

Study at your own pace with a flexible curriculum designed to fit around your schedule, making it ideal for working professionals looking to upskill.

Certification with Industry Recognition

Receive a certification in Text Mining and NLP from Amity University Online, respected by employers across multiple sectors.

Frequently Asked Questions

Who can enroll in this program?

This program is designed for data scientists, AI enthusiasts, graduates, undergraduates, MBA students, and anyone looking to specialize in text mining and NLP.

What topics are covered in this program?

Do I need to have prior experience in NLP or machine learning?

How is the program structured?

What kind of projects will I work on?

Will I receive a certificate upon completion?

What kind of support will I receive during the program?

What job roles will I be eligible for after completing this certificate?

Total Modules: 7
Gain insight into a topic and learn the fundamentals.

Duration
32 hours

Level: Beginner
No prior experience required

Internship
Be eligible for internship (paid/unpaid)

Fee: ₹~~40,000~~ ₹32,000