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Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning)
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Course Overview
Key Highlights
PG Diploma from upGrad Institute
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360 Degree Career Support
1:1 Career Coaching
Live Sessions by Industry Experts
More than 25 Live Learning Sessions
200+ Hours of Learning
Student Support Available All Days
AI Profile Builder
Industry Based Projects & Case Studies
25+ Industry Projects Available
Certificate
Complete Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) from upGrad Institute and
-3.png?width=375&height=264&name=Copy%20of%20Certificate%20sgpi%20(Horizontal)-3.png "Upon successful completion of the Course, you will receive a Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) from upGrad Institute.<br>Complete Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) from upGrad Institute and")
- Be part of the global upGrad community
- Network with like-minded individuals and learners
- Access and learn from global subject matter experts
- Enhance your Machine Learning and Artificial Intelligence skills
- Real world Machine Learning and Artificial Intelligence Industry Driven Projects & Case Studies
-3.png?width=1200&height=907&name=Copy%20of%20Certificate%20sgpi%20(Horizontal)-3.png "Upon successful completion of the Course, you will receive a Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) from upGrad Institute.<br>Complete Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) from upGrad Institute and")
Course Developed with Global Experts
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Industry Projects
- Engage in collaborative projects with student-mentor interaction
- Benefit by learning in-person with expert mentors
- Personalised descriptive feedback on your submissions to facilitate improvement
Telecom Churn
Solve the most crucial business problem for a leading telecom operator in India and Southeast Asia - predicting customer churn.
Telecom Churn
Classification Of Customer Complaints
Create a solution that will help in identifying the type of complaint ticket raised by the customers of a multinational bank.
Classification Of Customer Complaints
Credit Card Fraud Detection
Build a machine learning model capable of detecting fraudulent transactions. Here you have to predict fraudulent credit card transactions with the help of machine learning models.
Credit Card Fraud Detection
Melanoma Detection Assignment
Build a neural network from scratch in Tensorflow to identify the type of skin cancer from image.
Melanoma Detection Assignment
Train An Agent To Play Tic Tac Toe
Learners will apply Q-Learning to train an RL agent to play the game of numerical Tic Tac Toe
Train An Agent To Play Tic Tac Toe
Gesture Recognition
Make a Smart TV system which can control the TV with user’s hand gestures as the remote control
Gesture Recognition
News Recommender System
Build a model using the concepts of natural language processing and recommender systems to recommend news stories to users on a popular news platform.
News Recommender System
Maximizing Profit Of Cab Driver Using RL
Learners will use the Markov Decision Process & Q-Learning to build an RL agent that learns to choose the best request so as to maximize the total profit earned by the agent that day.
Maximizing Profit Of Cab Driver Using RL
Custom Entity Detection In Healthcare Data
You will build a custom NER to get the list of diseases and their treatment from a medical healthcare dataset.
Custom Entity Detection In Healthcare Data
Eye For The Blind
Build a model that can help any visually impaired person in understanding image present before them. It is a deep learning model which can explain the content of an image in the form of speech.You will build a custom NER to get the list of diseases and their treatment from a medical healthcare dataset.
Eye For The Blind
Sentiment Analysis Based Product Recommender System
Build a sentiment analysis based product recommendation system to recommend the similar products to the users. Sentiment analysis is used to fine tune the product recommendation system.
Sentiment Analysis Based Product Recommender System
Machine Translation System
To build an attention based Encoder-Decoder architecture for translating between English to Hindi & vice versa.
Machine Translation System
Sales Forecasting
Predict the sales for a european pharma giant using a host of different types of variables. Apply VAR and VARMAX models to build the appropriate model.
Sales Forecasting
Style Transfer Using GAN's
Build a Model for converting MRI images from one type (T1) into other (T2) and vice versa. CycleGAN model is used for producing T2 type MRI images given T1 type input MRI images.
Style Transfer Using GAN's
Face Mask Detection
Create a custom object detector using the YOLO algorithm to detect the presence of face masks in the images of different people.
Face Mask Detection
Customer Churn Prediction
To create an ML system that can predict the propensity of customers cancelling the subscription plan. The aim of the project is to provide the marketing team with insights into why a customer is choosing to leave. This will assist in identifying the probability of customer churn in the future so that preventive action can be taken.
Customer Churn Prediction
Lead Scoring Project
To build a lead scoring ML system that can remove junk calls by categorising leads on the basis of propensity to purchase. The system built should be able to reduce the customer acquisition costs in the long run.
Lead Scoring Project
Data Strategy Project
Help in creating a Data / AI Strategy for an ecommerce company by creating their roadmaps, solutions for use cases & prioritization frameworks.
Data Strategy Project
The upGrad Institute Advantage
Strong hand-holding with dedicated support to help you navigate your Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning)
Student Support (Non-Academic queries)
- Student Support Team is available 24*7
- Email us on studentsupport@upgrad.com OR use the "Talk to Us" option on the learning platform
Doubt Resolution (Academic)
- Live Discussion forum for peer to peer doubt resolution monitored by technical experts
- 1-1 Doubt solving sessions with Teaching Experts
- Informal peer groups on WhatsApp to clear doubts
Industry Networking
- Global alumni network based in over 85 countries
- Virtual networking sessions with classmates and alumni
- Online discussion forums for peer to peer interaction
- Learn and network with our industry experts and career coaches
- Informal peer groups on WhatsApp for learners to interact and network
Services
- Industry leaders to guide you on job opportunities, career path in the field of Data. Support on polishing your hard skills and soft skills for interview preparation
- Resume and LinkedIn profile building support, to enhance your career prospects.
- Global job opportunities.
20 Programming Languages, Tools & Libraries Covered
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Career Impact
Career Coaching (1:1)
(1:1) with a dedicated career coach to build your career path.
Career Webinars
Industry leaders to guide you on job opportunities, career path in the field of Data. Support on polishing your hard skills and soft skills for interview preparation.
Profile Builder
Resume and LinkedIn Profile Building to enhance your career.
Interview Preparation
Support on polishing your hard skills and soft skills for interview preparation.
Admission Process
Application
Course Counselling
Get Shortlisted
Application Fee
Finalise Enrolment
How will you benefit from this course
- Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) from upGrad Institute
- Get Post Graduate Diploma in Machine Learning and Artificial Intelligence (E-Learning) without quitting your job
- Career Acceleration in your current role
- Up your Tech-related Skills
- Cutting-edge curriculum designed by industry experts
Empowering the learners of today to be the leaders of tomorrow!
Student Reviews from a similar course by upGrad Education
After just 6 months of starting my AI and ML journey, I have been rewarded with a Data Scientist position in Tech Mahindra with a very hefty package and this is just after going halfway through the program. I can put my money on this program on any given day and assure everyone that this is one program that stands apart from every other in the market. The program pedagogy is impeccable but what I liked the most is the constant motivation from my student mentor which kept me going in the program.
According to me this particular program is pretty useful and adds value because of its structured approach, strict schedule, deadlines and the discipline in learning that the overall process brings along. The whole idea that you will spend almost a year learning about ML/AI in a structured and organized manner is the biggest USP of this program and what makes it different from other short term courses.
Overall it is a very well rounded program (and only one of the few) and while the topics are being covered in sufficient depth, it would not be useful to compare this with MOOC’s or any other specialised programs covering only one of the topics. The primary importance of this program lies in the structured approach and well-rounded coverage (with the industry insights that it offers).
This program sets very high standards in the field of ML and AI. Before joining this program I searched about many other programs but none of them is at par to this program. Yes it’s true that nothing is perfect in this world, but whenever they commit mistakes they are very fast to respond and do not hesitate to accept and rectify that. I am completely satisfied with what they have given me, your money will not get wasted and you will get opportunity to expose yourself to the field of ML and AI.