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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

Machine learningKnowledge of deep learningKnowledge of NLP Modelling

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

Machine Learning EngineerBusiness AnalystData AnalystData ScientistData EngineerComputer ProgrammerPython Programmer

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)

1: Are the classes pre-recorded?

No, the classes are live.

2: Do I need to learn a programming language before I apply to this course?

You must be comfortable with a programming language, preferably Python, to enrol in the Machine Learning and Natural Language Processing Using Python certification training.

3: Is Machine Learning and Natural Language Processing Using Python online course only for students?

No, academicians and working professionals can take this course too.

4: Can I pay the programme fee via credit card?

No, you can pay the fee for this certification via bank transfer only.

5: How long is this training?

The Machine Learning and Natural Language Processing Using Python certification programme is three months long.