Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Virtual Classroom | Video Based | Weekends |
Course Overview
Natural Language Processing (NLP) and Machine Learning (ML), are transforming and re-shaping businesses and job functions worldwide. Most industries are already being disrupted by ML and the automation of business processes. These include Manufacturing, Healthcare, IT, Fintech, and the Service industry. This is why now more than ever, you need courses like the Certificate Program in Machine Learning and Natural Language Processing Using Python by IMT Nagpur.
Take the Machine Learning and Natural Language Processing Using Python certification course to learn the useful tool - NLP. It is a tool for transforming unstructured data, including text, images, and videos, into meaningful information to facilitate decision-making. Application areas of NLP include chatbots, language translation services, and systems for answering questions.
The Machine Learning and Natural Language Processing Using Python online training are three months long with live online classes held every weekend. Learners will receive a schedule for the same in due course. The course curriculum houses real-world case studies and examples for a deeper understanding of the concepts.
The Highlights
- Live online classes
- Three-month course
- Hands-on experience
- The IMT-N Alumni Association tag
- Joint certification by IMT Nagpur and ASI
- Special and group discounts on the programme fee
Programme Offerings
- live online classes
- IMT Nagpur Course
- Three-month course
- Hands-on Experience
- Join the IMT Nagpur Alumni Association
- Joint Certification by IMT Nagpur and ASI
- Special and group discounts on the programme fee
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IMT Nagpur |
- Candidates can transfer the fee to the Institute of Management Technology, Nagpur account mentioned in the brochure.
- If three people (or more) from the same organisation are applying together, they will get a discount. IMT Nagpur alumni will also get a special discount. Go through the brochure for more information.
- The total course fee is exclusive of the tax component.
Certificate Program in Machine Learning and Natural Language Processing Using Python fee structure
Course Title | Fee |
Certificate Program in Machine Learning and Natural Language Processing Using Python | Rs. 15,500 |
Total fee | Rs. 15,500 |
Eligibility Criteria
To enrol in the Machine Learning and Natural Language Processing certification IMT Nagpur, candidates should understand basic mathematics and be comfortable with at least one programming language, ideally Python.
What you will learn
After completing the Machine Learning and Natural Language Processing Using Python certification syllabus, learners should be proficient in:
- Machine Learning
- Association Rule Mining
- Classification and Clustering
- Natural Language Processing
- Linear Regression Techniques
- Multiple Regression Techniques
- Deep Learning and Neural Networks
Who it is for
Professionals in the Data Science/Business Analytics domain, who want to learn about state-of-the-art NLP techniques, should take the Certificate Program in Machine Learning and Natural Language Processing Using Python. Academicians and students who understand basic mathematics and are comfortable with at least one programming language can also take this course.
Here are some careers that can benefit from this course:
Admission Details
Step 1: To access the Certificate Program in Machine Learning and Natural Language Processing Using Python classes brochure, click on the link below: https://www.imtnagpur.ac.in/assets/pdf/openmdp2020/Certificate%20prog%20-%20ML%20&%20NLP%20-%20Nov%202020%20-%20e-Broucher.pdf.
Step 2: Keep scrolling till you find the button saying “Click Here to Book your Seat.” Click on that button to access the registration form.
Step 3: After filling in all the mandatory fields, click on the “Submit” button.
Step 4: Pay the fee, and write an email to mdp@imtnag.ac.in with your personal information and the programme code.
Application Details
To register for the Machine Learning and Natural Language Processing Using Python certification course, you will have to fill out a Google Form. The form will ask you for your personal information, educational qualifications, email address, work experience, designation, phone number, and correspondence address.
The Syllabus
- Basics of Regression
- Relationship Between Attributes Using Correlation and Covariance
- Relationship Between Multiple Variables
- Residual Analysis
- R-Squared
- Confidence Intervals of Slope
- Identification of Significant Features
- Hypothesis Testing of Regression Model
- What is Machine Learning?
- Overview of Machine Learning Techniques
- Different Approaches to Machine Learning
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Validation Techniques (Cross-Validations)
- Steps Involved in Machine Learning Systems
- Confusion Matrix and Related Accuracy Measure
- Introduction
- Assumptions
- Classifier
- K-NN
- Naive Bayes
- Decision Tree
- Random Forest
- Support Vector Machine
- Model Comparison and Logistic Regression
- Distance Measures
- Different Clustering Methods like Hierarchical Method and K-Mean
- Measures of Clustering Quality
- What are Association Rules?
- Association Rule Parameters
- Market Basket Analysis
- Apriori Algorithm
- Calculating Association Rule Parameters
- Recommendation Engines
- Content-Based Filtering
- Collaborative Filtering
- Parameter Tuning
- Neurons and Layers
- Artificial Neural Network (ANN)
- The Back-Propagation Algorithm
- Different Types of Activation Functions
- Introduction to NLP and Text Mining
- Extracting, Cleaning and Preprocessing Text
- Text Classification
- Analysing Sentence Structure
Instructors
IMT Nagpur Frequently Asked Questions (FAQ's)
No, the classes are live.
You must be comfortable with a programming language, preferably Python, to enrol in the Machine Learning and Natural Language Processing Using Python certification training.
No, academicians and working professionals can take this course too.
No, you can pay the fee for this certification via bank transfer only.
The Machine Learning and Natural Language Processing Using Python certification programme is three months long.