Machine Learning and Artificial Intelligence from IIIT-B | upGrad
Eligibility:
Bachelor’s Degree with 50% or equivalent passing marks. Minimum 1 year of work experience in a technical domain or a degree in mathematics or Statistics with programming experience.
Experience 600+ hours of best-in-class content developed by leading faculty & industry leaders in the form of videos, case studies & projects.
Projects to Work On:
1. Predict customer churn for a leading telecom operator in India and southeast Asia using Q-Learning.
2. Identify the type of complaint ticket raised by customers of a multinational bank using machine learning.
3. Detect fraudulent transactions with a machine learning model for credit card fraud prediction.
4. Build a neural network in Tensorflow to identify skin cancer from images.
5. Create a Smart TV system controlled by user hand gestures as the remote.
6. Use natural language processing and recommender systems to recommend news stories to users.
7. Apply Markov Decision Process & Q-Learning to maximize profit for a RL agent.
8. Develop a custom NER to get a list of diseases and their treatments from a medical healthcare dataset.
9. Build a deep learning model to assist visually impaired individuals in understanding images.
10. Implement sentiment analysis for product recommendations based on user reviews.
Other Projects:
1. Predict sales for a European pharma giant using VAR and VARMAX models.
2. Convert MRI images from one type to another using CycleGAN.
3. Translate between English and Hindi using an attention-based Encoder-Decoder architecture.
4. Create a custom object detector using the YOLO algorithm to detect face masks in images.
5. Develop a ML system to predict customer subscription plan cancellations.
6. Implement a lead scoring ML system for categorizing leads and reducing acquisition costs.
Program Benefits:
If you are a:
- Data Scientist or Senior Data Analyst
- Statistician
- Data Engineer/Big Data Engineer
- Software Developer
The program will benefit you based on your prior experiences and help you transition to roles in Data Science and Machine Learning.
Program Overview:
This program aims to produce well-rounded data scientists and AI professionals with deep knowledge of mathematics and cutting-edge algorithms. It is designed for working professionals seeking advanced skills in ML and AI.
The program duration is 13 months with a focus on Reinforcement Learning, Graphical Models, NLP, and Deep Learning. It requires consistent work and time commitment throughout the program.
This program is not an entry point to Data Science but rather targets professionals looking to transition to Senior Data Scientist and Machine Learning/AI roles. Upon completion, participants will receive an Executive PG Program in Machine Learning & Artificial Intelligence from IIIT Bangalore.
Click here to refer to our Refund policy.
Admission Process:
STEP-1: Online Eligibility Test
Fill out an application and take a quick 40-minute online test with 18 questions to assess your aptitude. 10 questions from mathematics, aptitude & reasoning and 8 questions from programming.
STEP-2: Review and Shortlisting of Suitable Candidates
Our faculty will review all applications and test scores to shortlist candidates for offer letters.
STEP-3: Enrollment for Access to Prep Content
Upon receiving an offer, make a quick payment to begin your upGrad journey with immediate access to preparation content.
