Certificate in Text Mining and NLP
Master text mining with python, NLP, machine learning and deep learning techniques with the help of this course.
Beginner
Online
32 Hours
40,000 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Certificate in Text Mining and NLP is being offered by Amity Online in collaboration with KPMG. This Certificate in Text Mining and NLP course aims at helping participants build expertise in text mining, natural language processing (NLP) and allied machine learning and deep learning techniques. With the flexible duration of 32 hours, this Certificate in Text Mining and NLP course allows both working and fresh graduates to upskill or pivot into data driven roles without quitting their current commitments.
The Highlights
- 32 hours duration
- Beginner friendly course
- Opportunities for internship
- Flexible learning
- Learning advanced tools
Programme Offerings
- 32 hour duration
- Internship
- Beginner level
- Real-World Projects
- Seven modules
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Amity Online |
The fees for the Certificate in Text Mining and NLP course is :
Fees components | Amount |
Original fees | Rs. 40,000 |
Discounted fees | Rs. 25,000 |
Eligibility Criteria
Having a basic knowledge of Python programming and an interest in data analysis can be useful for the participants while enrolling for this course.
What you will learn
In this Certificate in Text Mining and NLP course, the participants will start by strengthening their foundation in python programming, especially tailored for data analysis and text based tasks. From writing Python scripts in Jupyter Notebook to handling data types. The participants will build the practical skills necessary to work with unstructured text. The participants will further explore classic NLP methods such as bag-of-words and n-grams, as well as TF-IDF feature extraction, and apply these techniques to text classification tasks.
Who it is for
The target audience for the Certificate in Text Mining and NLP course includes:
Admission Details
The admission procedure for Certificate in Text Mining and NLP course are:
Step 1: The participants must visit the official course URL - https://amityonline.com/certifications/text-mining-and-nlp
Step 2: Click on the “Enroll Now” option and fill the details asked.
Step 3: Once all the details are filled, then participants will receive an OTP.
Step 4: Once entered the OTP, they are expected to opt for payment of the certificate through any available online method. The candidate can click on the “Pay Now” option.
Step 5: One the fees is submitted, then the participants can start with this Certificate in Text Mining and NLP course.
The Syllabus
- Introduction to Jupyter Notebook
- Installing and exploring Anaconda and Jupyter Notebook
- Writing and Running Python Scripts with various basic datatypes
- Understanding NLP: An Overview
- What is NLP
- Python Text Processing Essentials
- Getting Started with spaCy and NLTK
- Tokenization
- Bag of Words
- N-gram Analysis
- Bigram and Trigram Analysis
- MCQ
- Stemming
- Lemmatization
- Stop Words
- NER
- Visualization of NER
- Sentence Segmentation
- POS Tagging
- TF-IDF
- MCQ
- ML Overview
- Classification Matrix
- Confusion Matrix
- Data Visualization and Exploratory Data Analysis (EDA) of Text Data
- Text Feature Extraction
- Text Classification
- ML Model Building Use Cases
- MCQ
- Semantics and Sentiment Analysis Overview
- Sentiment Analysis Project
- Topic Modelling
- Use Cases
- MCQ
- Introduction to Web Scraping
- Automation of Web Scraping
- Scraping data from Social Media sites
- Deep learning for NLP using RNN
- Long Short-Term Memory (LSTM)
- MCQ
Instructors
Amity Online Frequently Asked Questions (FAQ's)
The duration of this Certificate in Text Mining and NLP course is 32 hours.
Yes, this Certificate in Text Mining and NLP course is suitable for beginners.
Yes, this Certificate in Text Mining and NLP course is entirely online through recorded lectures and live sessions.
KPMG is the collaborator for this Certificate in Text Mining and NLP course.
Though this Certificate in Text Mining and NLP course is for beginners but having an understanding of python programming is useful.