Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The Business Analytics & Text Mining Modeling Using Python online course is an 8 weeks program offered by Swayam, a government of India initiative. The goal of this course is to teach students how to utilize text mining techniques to extract data analytics in order to meet corporate goals. With easy-to-follow learning modules, the course explains how to develop, analyze, and compare various models based on actual datasets and scenarios using a Python-based software platform.
The Business Analytics & Text Mining Modeling Using Python training includes industry support from Consultancy and Analytics companies, Big Data companies, Companies with Analytics Division. The course is totally free but if candidates want to receive a certificate, they will have to appear in an examination which costs Rs. 1000. The Business Analytics & Text Mining Modeling Using Python syllabus covers a wide range of topics which includes text mining, data visualization, python, data mining, data science, excel, etc.
The Highlights
- 8 weeks duration
- 100% free of cost
- Undergraduate-level study
- Video lectures
- Offered by IIT Roorkee
- Course provider Swayam
- 2 credits
- Online learning
- Government-approved certificate
Programme Offerings
- tests
- Self-assessment
- video lectures
- quizzes
- Online discussion forums
- Reading Materials.
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Roorkee |
Business Analytics & Text Mining Modeling Using Python fees -
Course | Amount |
Business Analytics & Text Mining Modeling Using Python | Free |
Certification exam fee (optional) | Rs. 1,000 |
Eligibility Criteria
Certification Qualifying Details
Candidates must finish the core curriculum and pass the exams and quizzes to get the Business Analytics & Text Mining Modeling Using Python certification.
What you will learn
After completing the Business Analytics & Text Mining Modeling Using Python online training, students will learn about python basics, built-in capabilities of python, python pandas, text mining modelling using NLTK, an overview of text mining, numerical Python, working with data in python, etc.
Who it is for
UG & PG engineering students: MBA all branches students, Professionals working in or aspiring for Data Analyst, Business Analyst, Data Engineer, and Data Scientist roles.
Admission Details
To get admission to the Business Analytics & Text Mining Modeling Using Python online training by Swayam, follow the steps mentioned below:
Step 1. The official Swayam course website may be accessed by clicking the link below - https://onlinecourses.nptel.ac.in/noc24_mg79/preview
Step 2. You may start the registration process by hitting the Register button.
Step 3. Register with your Facebook, Microsoft or Google account, or enter your email and password manually.
Step 4. To access the account details page, locate and click the 'Join' option.
Step 5. Fill in the required information to begin the course.
The Syllabus
Introductory overview of Text Mining
- Introductory Thoughts
- Data Mining vs. Text Mining
- Text Mining and Text Characteristics
- Predictive Text Analytics
- Text Mining Problems
- Prediction & Evaluation
- Python as a Data Science Platform
Python for Analytics
- Introduction to Python Installation
- Jupyter Notebook Introduction
Python Basics
- Python Programming Features
- Commands for common tasks and control
- Essential Python programming concepts & language mechanics
Built-in Capabilities of Python
- Data structures: tuples, lists, dicts, and sets
Built-in Capabilities of Python
- Functions
- Namespaces
- Scope
- Local functions
- Writing more reusable generic functions
Built-in Capabilities of Python
- Generators
- Errors & Exception Handling
- Working with files
Numerical Python
- N-dimensional array objects
Numerical Python
- Vectorized array operations
- File management using arrays
- Linear algebra operations
- Pseudo-random number generation
- Random walks
Python pandas
- Data structures: Series and DataFrame
Python pandas
- Applying functions and methods
- Descriptive Statistics
- Correlation and Covariance
Working with Data in Python
- Working with CSV, EXCEL files
- Working with Web APIs
Working with Data in Python
- Filtering out missing data, Filling in the missing data, removing duplicates
- Perform transformations based on mappings
- Binning continuous variables
- Random sampling and random reordering of rows
- Dummy variables
- String and text processing
- Regular expressions
- Categorical type
Data Visualization using Python
- Matplotlib Library
- Plots & Subplots
Text mining modelling using NLTK
- Text Corpus
- Sentence Tokenization
- Word Tokenization
- Removing Special Characters
- Expanding contractions
- Removing Stopwords
- Correcting words: repeated characters
- Stemming & lemmatization
- Part of Speech Tagging
- Feature Extraction
- Bag of words model
- TF-IDF model
- Text classification problem
- Building a classifier using a support vector machine
Instructors
IIT Roorkee Frequently Asked Questions (FAQ's)
The duration of the Business Analytics & Text Mining Modeling Using Python training is 8 weeks.
Faculty from IIT Roorkee delivers the lecture on Business Analytics & Text Mining Modeling Using Python online training.
Swayam is the course provider of the Business Analytics & Text Mining Modeling Using Python online classes.
There are 2 credits included in the Business Analytics & Text Mining Modeling Using Python classes.
The Business Analytics & Text Mining Modeling Using Python tutorial is Undergraduate level.