- Gain IIITB Alumni status & connect with a global network of accomplished IIITB alumni
- Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
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Introduction to PGC in ML and NLP
Course Snapshot
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240+
Hours of Learning
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5+
Case Studies and -Projects
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1
Free Deferral
- Working Pros Welcome for NLP training
- 250+ Hours of Learning
- IIIT-B ML & NLP certified course
- Hassle-free, No Cost EMI Options Available
- 5+ Projects, Learn by Doing
![img36](https://prod-mphs.upgrad.com/hs-fs/hubfs/img36.png?width=298&height=391&name=img36.png)
Key Highlights of PGC in ML and NLP
What does this course have to offer?
-
Program Benefits
-
Top Subjects You Will Learn from NLP Machine Learning
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Minimum Eligibility
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Student Support
Program Benefits
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Designed for Working Professionals
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Career Mentorship Sessions (1:1)
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AI Powered Profile Builder
IIITB NLP's curriculum covers in-demand industry relevant topics
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Machine Learning
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Natural Language Processing
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Machine Translation
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Git
Here are the qualifications you’ll need to enroll for the program
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Bachelor’s degree.
We're available to help
- A dedicated program coordinator
- 24/7 support to answer all your queries! intstudentsupport@upgrad.com
- Centralised WhatsApp channels for queries
Certification of PGC in ML and NLP
Earn valuable Credentials & Recognition
Complete all the online course modules successfully to receive an NLP Machine Learning PG Certification from IIIT Bangalore.
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IIIT-B’s Executive Post Graduate Certificate in Machine Learning & NLP
- Gain IIITB Alumni status & connect with a global network of accomplished IIITB alumni
- Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
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Explore Our Learning Platform
Learn on an AI-powered & personalised platform with best-in-class
content, live sessions & mentoring from leading industry experts.
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PGC in ML and NLP Syllabus
What will you learn?
Industry-relevant curriculum taught by leading faculty & industry experts using videos, case studies, hands-on projects and live online sessions
Pre-Program Preparatory Content
3 Weeks
Topics (8)
- Introduction to Python
- Python for Data Science
- Data Visualisation in Python
- Data Analysis Using SQL
- Advanced SQL & Best Practices
- Data Analysis in Excel
- Analytics Problem Solving
- Math for Machine Learning
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
Stats and EDA
5 Weeks
Topics (5)
- Exploratory Data Analysis
- Cloud Essentials: Intro to Git and Github
- Inferential Statistics
- Hypothesis Testing
- Lending Club Case Study
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
Machine Learning - I
7 Weeks
Topics (5)
- Linear Regression
- Linear Regression Assignment
- Logistic Regression
- Naive Bayes
- Model Selection
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
Machine Learning - II
7 Weeks
Topics (9)
- Advanced Regression
- Advance regression assignment
- Support Vector Machine (Optional)
- Tree Models
- Model Selection - Practical Considerations
- Boosting
- Unsupervised learning: Clustering
- Unsupervised Learning: Principal Component Analysis
- Telecom Churn Case Study
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
Natural Language Processing
7 Weeks
Topics (5)
- Lexical Processing
- Syntactic Processing
- Syntactic Processing -Assignment
- Semantic Processing
- Case Study: Classifying customer complaint tickets
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
PGC in ML and NLP Instructors
Whom will you learn from?
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4 Instructors
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6 Industry Experts
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![Debabrat_Das__1626247875355](https://prod-mphs.upgrad.com/hs-fs/hubfs/Debabrat_Das__1626247875355.png?width=320&height=320&name=Debabrat_Das__1626247875355.png)
Dr. Debabrata Das
![Untitled design-154](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design-154.png?width=128&height=43&name=Untitled%20design-154.png)
Director, IIITB
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He is PI and nodal officer of the project under the National Mission for Interdisciplinary Cyber-Physical Systems.
He is PI and nodal officer of the project under the National Mission for Interdisciplinary Cyber-Physical Systems.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![chandrashekar-ramanathan](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU/chandrashekar-ramanathan.jpeg?width=96&height=96&name=chandrashekar-ramanathan.jpeg)
Prof. Chandrashekar Ramanathan
![Untitled design-154](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design-154.png?width=128&height=43&name=Untitled%20design-154.png)
Dean - Academics
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Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organizations.
Prof. Chandrashekar has a Ph.D. from Mississippi State University and experience of over 10 years in several multinational organizations.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![tricha-anjali](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU/tricha-anjali.jpeg?width=96&height=96&name=tricha-anjali.jpeg)
Prof. Tricha Anjali
![Untitled design-154](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design-154.png?width=128&height=43&name=Untitled%20design-154.png)
Ex-associate Dean
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Prof. Anjali has a Ph.D. from Georgia Tech as well as an integrated M.Tech. (EE) from IIT Bombay.
Prof. Anjali has a Ph.D. from Georgia Tech as well as an integrated M.Tech. (EE) from IIT Bombay.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
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![g-srinivasraghavan](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU/g-srinivasraghavan.jpeg?width=96&height=96&name=g-srinivasraghavan.jpeg)
Prof. G. Srinivasaraghavan
![Untitled design-154](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design-154.png?width=128&height=43&name=Untitled%20design-154.png)
Professor
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Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies.
Prof. Srinivasaraghavan has a Ph.D. in Computer Science from IIT Kanpur and 18 years of experience with Infosys Technologies.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![s-anand-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/s-anand-1.png?width=120&height=120&name=s-anand-1.png)
S. Anand
![gramener](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU/gramener.png?width=128&height=43&name=gramener.png)
CEO
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A Gold medalist from IIM Bangalore, an alumnus of IIT Madras and London School of Business, Anand is among the top 10 data scientists in India.
A Gold medalist from IIM Bangalore, an alumnus of IIT Madras and London School of Business, Anand is among the top 10 data scientists in India.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![mirza-rahim-baig](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU%20-%20Master%20of%20Science%20in%20Machine%20Learning%20and%20AI/mirza-rahim-baig.jpeg?width=96&height=96&name=mirza-rahim-baig.jpeg)
Mirza Rahim Baig
![zalando_logo_240X80__1642425883606](https://prod-mphs.upgrad.com/hs-fs/hubfs/zalando_logo_240X80__1642425883606.png?width=240&height=80&name=zalando_logo_240X80__1642425883606.png)
Lead | Business Analytics
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Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.
Advanced analytics professional with 8+ years of experience as a consultant in the e-commerce and healthcare domains.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![SAjank__1653462855137](https://prod-mphs.upgrad.com/hs-fs/hubfs/SAjank__1653462855137.png?width=120&height=120&name=SAjank__1653462855137.png)
Sajan Kedia
![Myntra2__1576576383942](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU/Myntra2__1576576383942.png?width=128&height=43&name=Myntra2__1576576383942.png)
Machine Learning Lead
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Sajan has extensive experience in the field of ML, Big Data, Data Science, and AI. He is the Machine learning lead at Myntra
Sajan has extensive experience in the field of ML, Big Data, Data Science, and AI. He is the Machine learning lead at Myntra
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![](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![rajeshsabapathy__1625819212942](https://prod-mphs.upgrad.com/hs-fs/hubfs/Imported%20sitepage%20images/rajeshsabapathy__1625819212942.png?width=120&height=120&name=rajeshsabapathy__1625819212942.png)
Rajesh Sabhapathy
![unitedhealthgroup](https://prod-mphs.upgrad.com/hs-fs/hubfs/Imported%20sitepage%20images/unitedhealthgroup.png?width=240&height=80&name=unitedhealthgroup.png)
Sr Director, Data Science
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He has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique. He has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique.
He has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique. He has 10+ years of experience leading Data Science teams in various domains solving complex problems using Deep Learning & ML technique.
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![](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![ujjayini-mitra](https://prod-mphs.upgrad.com/hs-fs/hubfs/NF%20upGrad%20Assets/University%20Logos%20and%20Images/University%20Images/LJMU/ujjayini-mitra.jpeg?width=96&height=96&name=ujjayini-mitra.jpeg)
Ujjyaini Mitra
![Instructor_Company_Logo_Cube Ai-2de2f5abcbd64f05bc719db1d9e04b99](https://prod-mphs.upgrad.com/hs-fs/hubfs/Instructor_Company_Logo_Cube%20Ai-2de2f5abcbd64f05bc719db1d9e04b99.jpeg?width=73&height=25&name=Instructor_Company_Logo_Cube%20Ai-2de2f5abcbd64f05bc719db1d9e04b99.jpeg)
Head of Analytics
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An alumnus of McKinsey and Co., Flipkart, and Bharti Airtel with over 11 years of experience.
An alumnus of McKinsey and Co., Flipkart, and Bharti Airtel with over 11 years of experience.
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![linkedin-squire-1](https://prod-mphs.upgrad.com/hs-fs/hubfs/linkedin-squire-1.png?width=24&height=24&name=linkedin-squire-1.png)
PGC in ML and NLP Projects
Learn by Doing
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6+ Industry Projects
![Untitled design (28)](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design%20(28).png?width=150&height=40&name=Untitled%20design%20(28).png)
Lending Club Case Study
As a part of your executive PG certificate in ML program, you will build a system to identify customers at risk of default using characteristics from customer case studies. Build models to avoid providing loans to similar high-risk applicants.
As a part of your executive PG certificate in ML program, you will build a system to identify customers at risk of default using characteristics from customer case studies. Build models to avoid providing loans to similar high-risk applicants.
Skills learned
- Data Cleaning
- Data Visualisation
- Data Analysis
- Data Interpretation
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
![Untitled design (27)](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design%20(27).png?width=150&height=40&name=Untitled%20design%20(27).png)
Bike Sharing Assignment
Build a regression model to understand the factors on which the demand for bike sharing systems vary on and help a company optimise its revenue.
Build a regression model to understand the factors on which the demand for bike sharing systems vary on and help a company optimise its revenue.
Skills learned
- Data Cleaning
- Data Visualisation
- Data Analysis
- Data Interpretation
- Linear Regression
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
![Untitled design (28)](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design%20(28).png?width=150&height=40&name=Untitled%20design%20(28).png)
Advanced Regression Assignment
Build a regularized regression model to understand the most important variables to predict housing prices in a US market
Build a regularized regression model to understand the most important variables to predict housing prices in a US market
Skills learned
- Data Cleaning
- Data Visualisation
- Data Analysis
- Data Interpretation
- Generalized Linear Regression
- Regularization Hyperparameter Tuning
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
![Untitled design-171](https://prod-mphs.upgrad.com/hs-fs/hubfs/Untitled%20design-171.png?width=150&height=40&name=Untitled%20design-171.png)
Telecom Churn Case Study
Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customers that are likely to churn and make data-driven strategies to retain them from the perspective of a business analyst.
Telecom companies often face the problem of churning customers due to the competitive nature of the industry. Help a telecom company identify customers that are likely to churn and make data-driven strategies to retain them from the perspective of a business analyst.
Skills learned
- Logistic Regression
- Tree Models
- Model Selection
- Feature Engineering Classification
- ML Modelling
- Model Evaluation
- Business Problem Solving
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
Custom Entity detection in Healthcare data
Build a custom NER to get the list of diseases and their treatment from a medical healthcare dataset.
Build a custom NER to get the list of diseases and their treatment from a medical healthcare dataset.
Skills learned
- Regular expressions
- Text cleaning
- Bag-of-Words model
- TF-IDF
- Model building
- PoS tagging
- Parsing
- NER
- Custom NER and CRF
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
MINI CAPSTONE PROJECT: Classification of Customer Complaint Tickets
Imagine effortlessly categorizing a flood of customer complaint tickets - that's the power of my solution! Leveraging Natural Language Processing course (NLP), it analyzes ticket text, pinpointing key phrases and sentiment.
Imagine effortlessly categorizing a flood of customer complaint tickets - that's the power of my solution! Leveraging Natural Language Processing course (NLP), it analyzes ticket text, pinpointing key phrases and sentiment.
Skills learned
- Data Cleaning
- Data Preprocessing
- Data Visualisation
- Feature Extraction
- Topic Modelling
- Model Building
- Model Inference
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close-read.png)
Class Profile of PGC in ML and NLP from IIIT B
Who've enrolled for this course?
IIIT Bangalore's PG Diploma caters to professionals from diverse backgrounds, creating a vibrant environment with enriching interactions
By Industry
By Work Experience
By Highest Qualification
By Degree Type
By Age
By Gender
GGU DBA Alumni Careers
Our Alumni Work At
How will upGrad support you?
Industry Mentors
-
Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
-
Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
-
Obtain specific, AI powered inputs on your resume and Linkedin structure along with content on real time basis
- Get access to Industry Experts and discuss any queries before your interview
- Career bootcamps to refresh your technical concepts and improve your soft skill
Success stories
What Our Learners Say
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Updated with the latest industry practices and trends
My transformative journey with upGrad has been nothing short of remarkable. The program provided me with a comprehensive learning experience that equipped me with the latest tools and skills used in the industry. From design to publishing, I learned how to navigate through every stage of a project efficiently.One aspect that particularly impressed me was the platform itself. It's user-friendly and constantly evolving based on student feedback, ensuring that we have access to the best resources and learning materials available. The live classes conducted by industry professionals were invaluable, keeping me updated with the latest industry practices and trends.Overall, I am extremely satisfied with what I've learned through upGrad. It's not just about acquiring knowledge but also about connecting with professionals and building a network that will be beneficial for my career growth. I am truly grateful for the opportunity to be a part of this transformative journey with upGrad.
My transformative journey with upGrad has been nothing short of remarkable. The program provided me with a comprehensive learning experience that equipped me with the latest tools and skills used in the industry. From design to publishing, I learned how to navigate through every stage of a project efficiently.One aspect that particularly impressed me was the platform itself. It's user-friendly and constantly evolving based on student feedback, ensuring that we have access to the best resources and learning materials available. The live classes conducted by industry professionals were invaluable, keeping me updated with the latest industry practices and trends.Overall, I am extremely satisfied with what I've learned through upGrad. It's not just about acquiring knowledge but also about connecting with professionals and building a network that will be beneficial for my career growth. I am truly grateful for the opportunity to be a part of this transformative journey with upGrad.
Read More![Machine Learning Cassandra Pratt Romero](https://prod-mphs.upgrad.com/hs-fs/hubfs/Machine%20Learning%20Cassandra%20Pratt%20Romero.png?width=90&height=90&name=Machine%20Learning%20Cassandra%20Pratt%20Romero.png)
Cassandra Pratt Romero
Software Engineer at Microsoft
6 Years of Experience
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/quotes.png)
The urge to upskill myself led me to join this program
The urge to upskill myself led me to join this program. The program has been really great and has instilled a sense of confidence in me. The idea that i am part of something that is going to bring a revolution in near future is incredible. Post upGrad, i plan to continue my journey into the vast ocean of Artifical Intelligence and make a good name for myself.
The urge to upskill myself led me to join this program. The program has been really great and has instilled a sense of confidence in me. The idea that i am part of something that is going to bring a revolution in near future is incredible. Post upGrad, i plan to continue my journey into the vast ocean of Artifical Intelligence and make a good name for myself.
Read More![Machine Learning Atul Chauhan](https://prod-mphs.upgrad.com/hs-fs/hubfs/Machine%20Learning%20Atul%20Chauhan.png?width=90&height=90&name=Machine%20Learning%20Atul%20Chauhan.png)
Atul Chauhan
Applied Controls Engineer at Daikin
8 Years of Experience
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/close.png)
![](https://prod-mphs.upgrad.com/hubfs/raw_assets/public/upGrad-New-2024/upGradTheme2024/images/quotes.png)
The progress in AI and ML in the last decade sparked my curiosity about this topic
The progress in AI and ML in the last decade sparked my curiosity about this topic. The UpGrad program looked well planned and built, with a reasonable price. The offline mode of education allowed me to study and learn while working at my job. During my learning journey with upGrad, I reinforced and learned new concepts I plan to use in my daily life and professional career. In the future, I will continue working and learning about these topics and applying them to my jobs.
The progress in AI and ML in the last decade sparked my curiosity about this topic. The UpGrad program looked well planned and built, with a reasonable price. The offline mode of education allowed me to study and learn while working at my job. During my learning journey with upGrad, I reinforced and learned new concepts I plan to use in my daily life and professional career. In the future, I will continue working and learning about these topics and applying them to my jobs.
Read More![Machine Learning Jheser Guzman Illanes](https://prod-mphs.upgrad.com/hs-fs/hubfs/Machine%20Learning%20Jheser%20Guzman%20Illanes.png?width=90&height=90&name=Machine%20Learning%20Jheser%20Guzman%20Illanes.png)
Jheser Guzman Illanes
Vice President of Software Engineering at JPMorgan Chase & Co.
18 Years of Experience
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It was a fantastic journey so far with the support of UpGrad team
I wanted to get into the ML\AI space for some time and decided to enroll in UpGrad after being inspired by a friend. It was a fantastic journey so far with the support of UpGrad team (special kudos to Karen for the excellent job) and I never imagined that I can make this far as I am a pretty occupied individual personally as well as professionally. I am looking forward to complete my masters and pursue PhD in near future. The foundation provided was fabulous and has enabled me to do design some innovative solutions at work. Thanks to UpGrad for making it happen.
I wanted to get into the ML\AI space for some time and decided to enroll in UpGrad after being inspired by a friend. It was a fantastic journey so far with the support of UpGrad team (special kudos to Karen for the excellent job) and I never imagined that I can make this far as I am a pretty occupied individual personally as well as professionally. I am looking forward to complete my masters and pursue PhD in near future. The foundation provided was fabulous and has enabled me to do design some innovative solutions at work. Thanks to UpGrad for making it happen.
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Vsmy Naresh Kumar Kuppili
Solution Architect at Image Access Corp
11 Years of Experience
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Program Fees: AED 7,349
PGC in ML and NLP Course Eligibility And Admissions
How to Apply
Effortless online enrollment: Join in a few clicks!
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Bachelor’s Degree
Bachelor’s Degree
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Complete Application
Fill out an application for NLP course giving your basic profile details.
Fill out an application for NLP course giving your basic profile details.
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Offer Letter & Reserve Seat
Once shortlisted, receive an offer letter and pay the deposit amount to reserve a seat
Once shortlisted, receive an offer letter and pay the deposit amount to reserve a seat
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Begin your learning journey
Close the balance within 7 days of the payment of the deposit amount or before the batch start date, whichever is earlier
Close the balance within 7 days of the payment of the deposit amount or before the batch start date, whichever is earlier
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Refer someone you know and receive cash reimbursements of up to $500!*
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*More details under the referral policy under Support Section
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Frequently Asked Questions
1. What is the Post Graduate Certificate Program in Deep Learning with upGrad?
2. How will this program benefit me?
The programme will benefit you in different ways depending on your prior experience:
Data Scientist or Senior Data Analyst: The programme will familiarise you with the advancements in ML and AI. It will also help you understand the mathematics behind algorithms and how you can modify them to suit your needs so that you can transition to a Senior NLP Machine Learning role.
Statistician/Mathematician: Apart from familiarising you with the advancements in ML and AI, the machine learning certification programme will help you understand how to define a structured approach to solve a business problem, and will equip you with the right tools so that you can transition to a Natural Language Processing or a Data Science role.
Data Engineer/Big Data Engineer: The nlp certification programme will set up a solid foundation of Statistics, Natural Language Processing along with problem-solving skills so that you can solve enterprise-level problems. It will build upon your existing knowledge of various tools to make you a Full-Stack Natural Language Processing or Data Science professional.
Software Developer: The program certificate will help you create a strong foundation of Statistics, Natural Language Processing, and Business Understanding. It will leverage your existing knowledge of programming and expand the technologies you are familiar with so that you can become a well-rounded Natural Language Processing professional.
The programme will benefit you in different ways depending on your prior experience:
Data Scientist or Senior Data Analyst: The programme will familiarise you with the advancements in ML and AI. It will also help you understand the mathematics behind algorithms and how you can modify them to suit your needs so that you can transition to a Senior NLP Machine Learning role.
Statistician/Mathematician: Apart from familiarising you with the advancements in ML and AI, the machine learning certification programme will help you understand how to define a structured approach to solve a business problem, and will equip you with the right tools so that you can transition to a Natural Language Processing or a Data Science role.
Data Engineer/Big Data Engineer: The nlp certification programme will set up a solid foundation of Statistics, Natural Language Processing along with problem-solving skills so that you can solve enterprise-level problems. It will build upon your existing knowledge of various tools to make you a Full-Stack Natural Language Processing or Data Science professional.
Software Developer: The program certificate will help you create a strong foundation of Statistics, Natural Language Processing, and Business Understanding. It will leverage your existing knowledge of programming and expand the technologies you are familiar with so that you can become a well-rounded Natural Language Processing professional.
3. What is this program intended to do?
4. What can I expect out of this program?
5. What should I NOT expect from this program?
1. How will my doubts/questions be addressed in the online program?
Peer-to-peer discussion forum where you can post your queries and your Peers/Faculty/Teaching
Assistants answer your query within a day.
Q&A session with the faculty to get clarifications on conceptual doubts.
Peer-to-peer discussion forum where you can post your queries and your Peers/Faculty/Teaching
Assistants answer your query within a day.
Q&A session with the faculty to get clarifications on conceptual doubts.
1. How do I know if this program is for me?
2. What is the selection process for this program?
Step 1:- Fill out the Application Form
Fill out an application with details on NLP course your professional & educational background.
Step 2:- Review and shortlisting of Suitable Candidates
Our Admission Committee will review all applications and will consider the educational and professional background of an applicant. Following this, offer letters will be rolled out so you are assured a great peer group to learn and network with.
Step 3:- Enrollment for Access to Prep Content
Make a quick block payment with assistance from our Loan partners where required, receive immediate access to the prep content and begin your upGrad journey.
Step 1:- Fill out the Application Form
Fill out an application with details on NLP course your professional & educational background.
Step 2:- Review and shortlisting of Suitable Candidates
Our Admission Committee will review all applications and will consider the educational and professional background of an applicant. Following this, offer letters will be rolled out so you are assured a great peer group to learn and network with.
Step 3:- Enrollment for Access to Prep Content
Make a quick block payment with assistance from our Loan partners where required, receive immediate access to the prep content and begin your upGrad journey.
1. Is there any deferral or refund policy for this program?
Refund Policy:
1. You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counsellor to help you in applying and withdrawing for a refund by sending them an email with reasons listed. There shall be no refund applicable once the program has started. This is applicable even for those students who could not complete their payment, and could not be enrolled in the batch opted for. However, the student can avail pre-deferral as per the policy defined below for the same.
2. Student must pay the full fee within seven (7) days of payment of the deposit amount or Batch Start Date, whichever is earlier; otherwise, the admission letter will be rescinded.
3. Request for refund as per point no. 1 of the refund policy must be sent via email in the prescribed refund request form. The refund will be processed within 30 working days of submitting the duly signed refund form, after being duly approved by the Academic Committee.
Refund Policy:
1. You can claim a refund for the amount paid towards the Program at any time, before the Program Start Date, by visiting www.upgrad.com and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counsellor to help you in applying and withdrawing for a refund by sending them an email with reasons listed. There shall be no refund applicable once the program has started. This is applicable even for those students who could not complete their payment, and could not be enrolled in the batch opted for. However, the student can avail pre-deferral as per the policy defined below for the same.
2. Student must pay the full fee within seven (7) days of payment of the deposit amount or Batch Start Date, whichever is earlier; otherwise, the admission letter will be rescinded.
3. Request for refund as per point no. 1 of the refund policy must be sent via email in the prescribed refund request form. The refund will be processed within 30 working days of submitting the duly signed refund form, after being duly approved by the Academic Committee.
1. What key concepts and techniques are typically covered in an NLP course, and how do they contribute to understanding natural language processing?
An NLP course Bangalore delves into the fascinating world of how computers analyse and process human language. Here are some key concepts and techniques you'll likely encounter and how they contribute to your understanding:
1. Text Preprocessing: Imagine cleaning up messy code before running a program. Text preprocessing does the same for language data, involving tasks like:
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Tokenisation: Breaking down text into smaller units like words or sentences.
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Normalisation: Converting all letters to lowercase, removing punctuation, etc.
- Stemming/Lemmatisation: Reducing words to their base form (e.g., "running" and "ran" become "run").
2. Machine Learning Fundamentals: NLP training in Bangalore heavily relies on machine learning algorithms to analyse patterns and make predictions. You'll likely learn about:
-
Supervised Learning: Training models on labelled data to perform tasks like sentiment analysis or spam classification.
-
Unsupervised Learning: Discovering hidden patterns in unlabeled data, like grouping similar documents or finding topics.
An NLP course Bangalore delves into the fascinating world of how computers analyse and process human language. Here are some key concepts and techniques you'll likely encounter and how they contribute to your understanding:
1. Text Preprocessing: Imagine cleaning up messy code before running a program. Text preprocessing does the same for language data, involving tasks like:
-
Tokenisation: Breaking down text into smaller units like words or sentences.
-
Normalisation: Converting all letters to lowercase, removing punctuation, etc.
- Stemming/Lemmatisation: Reducing words to their base form (e.g., "running" and "ran" become "run").
2. Machine Learning Fundamentals: NLP training in Bangalore heavily relies on machine learning algorithms to analyse patterns and make predictions. You'll likely learn about:
-
Supervised Learning: Training models on labelled data to perform tasks like sentiment analysis or spam classification.
-
Unsupervised Learning: Discovering hidden patterns in unlabeled data, like grouping similar documents or finding topics.
2. Can you provide insights into the intersection of NLP and Machine Learning in specialised courses, and how it enhances proficiency in both areas?
Intertwined Power:
-
NLP courses online leverage Machine Learning models like Recurrent Neural Networks and Transformers to analyse and process text data.
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Machine Learning algorithms benefit from NLP training techniques like tokenisation and text pre-processing for efficient data handling.
Specialised Courses:
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Deep Learning for advanced NLP course: Combines advanced Machine Learning techniques with NLP practitioner course applications like sentiment analysis, chatbots, and machine translation.
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Computer Vision with Natural Language Processing Certification: Explores the synergy between image and text processing, enabling tasks like image captioning and visual question answering.
-
Reinforcement Learning for Natural Language Processing Courses Online: Trains NLP models through interactive feedback loops, allowing for tasks like dialogue systems and text summarisation.
Intertwined Power:
-
NLP courses online leverage Machine Learning models like Recurrent Neural Networks and Transformers to analyse and process text data.
-
Machine Learning algorithms benefit from NLP training techniques like tokenisation and text pre-processing for efficient data handling.
Specialised Courses:
-
Deep Learning for advanced NLP course: Combines advanced Machine Learning techniques with NLP practitioner course applications like sentiment analysis, chatbots, and machine translation.
-
Computer Vision with Natural Language Processing Certification: Explores the synergy between image and text processing, enabling tasks like image captioning and visual question answering.
-
Reinforcement Learning for Natural Language Processing Courses Online: Trains NLP models through interactive feedback loops, allowing for tasks like dialogue systems and text summarisation.
3. Tell me more about the practical aspects and hands-on training offered in NLP training programs.
NLP training program certificate go beyond theory, offering practical aspects and hands-on training to equip you with the skills to tackle real-world advanced NLP challenges. Here's a glimpse:
1. Working with Real-World Data:
-
Datasets: Programs provide access to diverse datasets, from social media to medical records, to train and fine-tune your NLP certification models.
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Case Studies: You will delve into real-world case studies, analysing how NLP courses online is used in various industries like healthcare, finance, and marketing.
2. Tool and Technology Immersion:
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Coding Bootcamps: Programs often include coding bootcamps where you'll learn essential NLP Machine Learning tools and libraries like spaCy, NLTK, and TensorFlow.
-
Cloud Platforms: Gain hands-on experience with cloud platforms like Google Cloud AI and Amazon SageMaker for deploying and scaling your NLP practitioner course.
NLP training program certificate go beyond theory, offering practical aspects and hands-on training to equip you with the skills to tackle real-world advanced NLP challenges. Here's a glimpse:
1. Working with Real-World Data:
-
Datasets: Programs provide access to diverse datasets, from social media to medical records, to train and fine-tune your NLP certification models.
-
Case Studies: You will delve into real-world case studies, analysing how NLP courses online is used in various industries like healthcare, finance, and marketing.
2. Tool and Technology Immersion:
-
Coding Bootcamps: Programs often include coding bootcamps where you'll learn essential NLP Machine Learning tools and libraries like spaCy, NLTK, and TensorFlow.
-
Cloud Platforms: Gain hands-on experience with cloud platforms like Google Cloud AI and Amazon SageMaker for deploying and scaling your NLP practitioner course.
4. What is the significance of obtaining NLP certification, and how does it impact career opportunities in the field?
Boosting Expertise and Credibility:
An NLP program certification validates your knowledge and skills in communication, psychology, and behaviour change. It demonstrates dedication to professional development and sets you apart from uncertified individuals.
Opening Doors to New Opportunities:
Certain fields, like coaching, therapy, and sales, increasingly value NLP training in Bangalore. It can give you an edge in job applications and unlock career paths like:
Personal or Business Coach: Help individuals or teams achieve goals through improved communication and mindset shifts.
Therapist: Utilise advanced NLP course techniques alongside traditional therapy methods to address phobias, anxieties, and negative patterns.
Sales Professional: Build rapport, understand client needs, and close deals more effectively using machine learning certification course communication skills.
Ultimately, NLP certification can be a valuable stepping stone, but it's not a guarantee of success. Focus on building strong practical skills and tailoring your approach to the specific field you're targeting.
Boosting Expertise and Credibility:
An NLP program certification validates your knowledge and skills in communication, psychology, and behaviour change. It demonstrates dedication to professional development and sets you apart from uncertified individuals.
Opening Doors to New Opportunities:
Certain fields, like coaching, therapy, and sales, increasingly value NLP training in Bangalore. It can give you an edge in job applications and unlock career paths like:
Personal or Business Coach: Help individuals or teams achieve goals through improved communication and mindset shifts.
Therapist: Utilise advanced NLP course techniques alongside traditional therapy methods to address phobias, anxieties, and negative patterns.
Sales Professional: Build rapport, understand client needs, and close deals more effectively using machine learning certification course communication skills.
Ultimately, NLP certification can be a valuable stepping stone, but it's not a guarantee of success. Focus on building strong practical skills and tailoring your approach to the specific field you're targeting.
5. How do online NLP courses cater to diverse learning styles, and what advantages do they offer compared to traditional classroom settings?
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