Educational Programs

Foundations of Modern Machine Learning – 2024

The course is designed exclusively for the benefit of second or third year undergraduate engineering students doing four year B Tech program in India.

Introduction

The utilization of machine learning has exceeded expectations, permeating diverse domains with notable success. In numerous instances, these applications have been instrumental in assisting professionals in making informed decisions. IIIT Hyderabad’s Technology Innovation Hub, iHub-Data, renowned for its robust research programs in machine learning, image processing, computer vision, robotics, natural language processing, pattern recognition, and speech processing, is excited to unveil a 50-week foundational program in machine learning. This program is specifically tailored for undergraduate engineering students, either in the second or third year of study, across India.

Who can participate?

  • Students enrolled in a 4-year undergraduate program in engineering/technology.
  • Students must be in either their second or third year of the undergraduate engineering program.
  • Students should be studying in an AICTE recognised institution or a technical institution of repute in India.
  • Students should be willing to spare at least three hours every week for learning the course.

What makes this program unique?

  • 50-week certificate program in Foundations of Modern Machine Learning
  • Live online lectures and hands-on sessions with personalised learning experience
  • Includes over 40 independent projects, quizzes and assignments.
  • Equal focus on foundation and practices
  • Discussions with eminent professionals

What is the qualifying criteria?

  • Enthusiasm for grasping the fundamentals of Machine Learning and Deep Learning.
  • Eagerness for programming in Python within the Colab environment.
  • Desire to explore the applications of Linear Algebra, Probability, and Statistics.

Frequently Asked Questions (FAQs)

How is this course different from other courses?
This program uniquely combines the benefits of an in-class program with the flexibility of online learning. Live interactions with the faculty and mentors help them to clarify their doubts and queries.

Will I receive a certificate at the end of the course?
Yes, a certificate of competency with grades would be awarded upon successful completion of the course.

How will my doubts/queries be resolved in the online class?
Live sessions with the IIIT-H faculty would enable the participants to clear their doubts. Additionally, mentors would be available to clear doubts during the one to one mentoring sessions. Mentors and Project Associates would be available to help the participant with better solutions and workarounds.

Who will be teaching the course?
Live and interactive sessions would be provided by the IIIT-H faculty in conjunction with mentors with considerable AI/ML expertise. Industry experts will also contribute to the learning outcomes through occasional sessions.

What is the expected weekly time commitment?
Participants are expected to commit at least two hours a week to fully benefit from the program. This will include the online sessions and time devoted for learning and assignments as well.

How will I be evaluated during the course?
A holistic approach would be followed where participants would be evaluated continuously. Quizzes, assignments, discussions and attendance would be used for evaluation of performance.

How will I get access to online labs?
All participants would get access to the online labs right from the start of the program.

Does the course have a deferral policy?
No

When will the live classes be conducted?
The live interactive sessions would usually be conducted on weekends and interactive tutorials would be extended in Sundays and outside working hours of day.

What are the system/internet requirements needed to attend the course?
A laptop/desktop and a stable internet connection is essential to attend the course.

Does IIIT Hyderabad offer a course on Modern Machine Language on-campus ?
No, there is no equivalent on-campus program. IIIT Hyderabad has curated this course, exclusively as an online program.

What is the language of instruction for these courses? Are they available in other regional languages?
All our program courses are taught in English. Hence, a minimum proficiency in English language is expected to participate in the program.

What should be done if there is an error with registration?
Please send us your registered email-id, application number and a screenshot of the error/issue with relevant description to fmml.coordinator@ihub-data.iiit.ac.in

Is there an attendance policy for this program?
Yes. Participants are expected to have minimum 75% attendance.

Can we have any hands-on training part (practical lab sessions) ?
All laboratory sessions would be on cloud-based platforms, which would be carried out in sunday and week days at a convenient time of participants.

Who will be issuing the certificate ?
IIIT Hyderabad will be issuing the certificate of competency after completion of the course.

I am a working-professional. Can I join this course ?
This course is exclusively meant for undergraduate engineering students. For working professionals, the appropriate course is https://iiit-h.talentsprint.com/aiml/index.html

I am a teacher in a technical institute. Can I join this course ?
This course is exclusively meant for undergraduate engineering students. For members of faculty, the appropriate course is https://csedu.iiitd.ac.in/program.html There could also be similarly named courses at Coursera or SWAYAM/NPTEL offered in fully online mode.

I have done an NPTEL course on Foundations on Machine Learning. Is this course the same ?
No. This program cannot be compared to any MOOC course. However, SWAYAM/NPTEL course on Introduction to Machine Learning is a good per-requisite for this program.

What is the general opinion about this Course ?
A few UG students who completed the course were contacted for their opinions about the course. Please hear them speaking their mind out.

Important Dates to remember

  • Last date of Registration : 25 July 2024 (at iHub-Data)
  • Last date of Payment (Non-Refundable) : 25 July 2024 (by participants)
  • Regular FMML Sessions from : July 27 2024

Curriculum

  • Introduction to ML
  • Machine Learning Components: Data, Model, Evaluation
  • Revisiting Nearest Neighbor Classification
  • Retrieval, Performance Evaluation and Metrics
  • Decision Trees
  • Linear Classifier
  • SVM
  • Representing Textual Data,  Aadhar: Sequences matching
  • Perceptrons and gradient descent
  • Loss functions and gradient descent
  • Regression
  • Clustering
  • Feature selection and PCA
  • Multi Layer Perceptron
  • Probabilistic ML models
  • Deep Learning Architectures

Link to Registration : Click Here

For inquiries, please contact the program coordinator, Ms. Midhuna Chandran

Email: midhuna.chandran@ihub-data.iiit.ac.in

Ph: +91 40 6653 1787 (Mon-Fri 0930h to 1730h)

Formally Registered:

Kunal Kishore
G Srinivas Koushik
Manikonda Vishnu Vardhan Reddy
Maitri Ashvin Rumalwala
Tatineni Mayank
K B V S Saivishal
Tummala Naveen
Peela Chetan Krishna
Stuti Garg
Akshata Anupkumar Miramir
Sreeja Pottabathula
T Pardhu Chowdary
Bacharaju Koushik
Tejasri Pendota
Masoom Alam
Srivathsan V
Susanth Kandregula
Vempati Vaidehi Pravallika
Md Sameer Pasha
Radhika Raina
Manikireddy Sruthi
Pedapudi Lakshmi Pranitha
Abhinav Bhagwat
Arsh Abel Kumar
Arjun Deshmukh
Nissi Veronika Y
Syed Khaja Fareeduddin
Syed Aquib Ateeq
Monish Koushal Busani
Anubhav Singh
Jai Kumar Prajapati
Gouravajjula Sai Yashwanth
Parvathaneni Srihitha
Damaraju Venkata Srikaran Jyothiradithya
N K Lakshmi Narasimha Murthy
B S L Sruti Annapurna
Arnav Arora
Farhan Khan Nimmanapalle
Arushi Mathur
Aditya Rajkumar Joshi
Bellamkonda Govardhan Siva Sai
Priyal Manish Nagda
Pallerla Jayadir
Mohammed Amair Khan
Siddartha Reddy Devi Reddy
Althi Yasaswitha
U Rakshitha
Aditi Agarwal
Md Saba Hasmi
P Deepthi
Usirikayala Harish
Satya Sree Donga
Uppuluri Nagavenkata Surya Vasundhara
Tejomurtula Manasa
Amgothu Elizabeth Rani
Aviral Srivastava
Arpit Tomar
Atharva Ananta Nerkar
Navaneeth Krishnapurathu Bijumon
Keelu Rohit Varma
Sahana S
Madhavareddygari Akshith Reddy
Khushi Agarwal
Aditi Tiwari
Chiluka Akshitha
Jagruthi Pedimalla
Nemali Avanthika
Ananya Ghosh
Akhil
Vemula Anuhya
Sree Vaishnavi Karipe
Kishore Kumar Goud .Gandu
Ankur Kumar Jaiswal
Velagapudi Neeha
Kankanala Manaswi
Mothe Jagruthi
Chitrala Laxmidevi
Abhishek Erugadindla
Anushka Kundu
Manasa Nagaram
Gudapati Lakshmi Naga Devi Sushmitha
Pratham Bhavinkumar Golwala
Shrinithi S S
Pratistha Das
Dudala Pranith Kumar
Pragati Gupta
Lalit Kumar
Pranav Dua
Silam Vishal
Balchand Sumadhwavijay
Srilavanthula Ram Vineeth
P Vishnu Vardhan
Karnati Giridhar Reddy
Janya Sakamuri
Makam Nikhil Kumar
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Oleti Charmi Naga Sri
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Zainab Ansari
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Yashasvini Amidyala
Jeevika Ghanta
Dasoju Shriya
Vinay Tanaji Patil
Souronil Dutta
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A Fionna Immaculate
Dandge Shrikant Ashok
Nandana Mc
Nuthi Keerthi Priya
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Hiba Khan
Sudeep Banerjee Chopra
Chinthala Sai Sriharsha
Mundru Sumanth
Syed Imaaz Ali
Maneesha Y
Salimeta.Abhishek
Mohammed Asad
Saketh Yalamanchili
Preethi Bhaskaran
Gunda Abhinay
Varshit Madisetti
Alla Ujwal Sai
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Dushyant Kumar Singh
Akshay Chauhan
Karthikeya Pepeti
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Ruqaiya Banu
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Siva Sankar Sahu
Kethu Lahari
Alvakonda Harsha
Duggi Varun Reddy
Phani Krishna Aditya
Doddigarla Shvetya Prem
Palle Swathi
Pooja Vaibhav Potnurwar
Deepak Raj S
Gayathri Rajesh
Mir Mohammad Ashhar Alam
Dheeraj Garnapalli
Shaik Sana Tabassum
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Venkata Naga Sriguna Bhasuru
K Jithendhar Reddy
Yededlasukkapoori Jayakrishna
Sripadh Achaari
Rasukacchula Sai Tharun
Amathi Rishikesh
Ritika Manga
Gynolla Shashikanth Reddy
Yalla Jaimani Sai Sreemanth
Kompali Chethan Reddy
Jujaray Shrihari
Mk Raziuddin
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Ahmad Zia
Ramavath Sandeepa
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Himanshu Dubey
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Aashritha Likki
Eppa Sai Lenin
Rondla Reddy
Shubham Kumar
Gottipati Sri Vibhu
Devika Priya Thatikonda
Ramireddy Kavya
Piyush Paul
Penmetsa S S S Himasri
N.Sathyajit
Rachakonda Hrithik Sagar
Mohd Hussam Uddin Khan
Jayadir Pallerla
Akshat Rajiv Chandawar
Bandarapu Harshavardhan
Sunchu Sriharsha
Krishnam Soni
Kandula Venkata Rama Satya Vineel
Nashra Tahniyath
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Hamza Raza Khan
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Rohan Adithyaa Nandedapu
Mohd Kashif
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Kanike Shruthi
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Adike Shivani
Datrika Sai Nishanth
Sama Naveen Reddt
Madhurya
Ayush Gupta
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Ajna Np
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Sakamuri Pavan Kumar
Srihitha
Sathwik Kolli
Sree Charan Mamidi
C A Aniesh
B Sri Ram Vishnu
Duggi Shanmukha Vihar
Tadikamalla Venkata Naga Siva Yaswanth
Kumar Kartikey Pandey
Priyadarshini V R
Vedant Singh
Alziya Khan
Jayaram Aditthya
Debarghya Barik
Keella Siri Chandana Lakshmi Priyanka
Adityaraj Debnath
Priyojit Ghosh
Bharathi Shankar J
Aditya Mishra
Bhargavi Upadhyay
Kakumanu Kalyani
Rohit Bethala
Aniket Gupta
Koduru Sushma Reddy
Shivani.S
Akash Gowda
Bharath Shetty
Chandan Patil
Dinesh Naik
Eshwar Rao
Farhan Khan
Ganesh Hegde
Harish Pai
Ishaan Bhat
Jagadish Kamat
Kiran Rao
Lohith Prabhu
Manjunath Acharya
Naveen Poojary
Omkar Shenoy
Prakash Joshi
Rahul Kini
Santosh Desai
Tejas Nayak
Uday Kumar
Vikas Murthy
Yash Raj
Abhishek Kulkarni
Chetan Rao
Deepak Hegde
Gagan Shetty
Hemanth Pai
Jayant Prabhu
Kishore Bhat
Lalit Shenoy
Mohan Acharya
Narayan Naik
Pavan Desai
Rajesh Kumar
Shankar Gowda
Umesh Patil
Vijay Hegde
Yogesh Rao
Ashwin Pai
Basavaraj Patil
Charan Naik
Dhananjay Rao
Eknath Desai
Girish Kumar
Hemanth Murthy
Jayant Bhat
Karthik Shetty
Lokesh Gowda
Mahesh Patil
Nagaraj Rao
Pradeep Pai
Rakesh Hegde
Satish Naik
Umesh Desai
Vinay Kumar
Yashwanth Prabhu
Ajay Rao
Balaji Patil
Chandrashekar Gowda
Dinesh Pai
Eshwar Naik
Ganesh Rao
Harish Hegde
Ishaan Shetty
Jagadish Patil
Kiran Prabhu
Lohith Bhat
Manjunath Shenoy
Naveen Acharya
Omkar Naik
Prakash Desai
Rahul Kumar
Santosh Gowda
Tejas Patil
Uday Rao
Vikas Hegde
Abhishek Shetty
Chetan Pai
Deepak Prabhu
Gagan Bhat
Hemanth Shenoy
Jayant Acharya
Kishore Naik
Lalit Desai
Mohan Kumar
Narayan Gowda
Pavan Patil
Rajesh Rao
Shankar Hegde
Umesh Pai
Vijay Naik
Yogesh Desai
Ashwin Kumar
Basavaraj Gowda
Charan Patil
Eknath Hegde
Girish Pai
Hemanth Naik
Jayant Desai
Karthik Kumar
Lokesh Rao
Mahesh Hegde
Nagaraj Pai
Pradeep Naik
Rakesh Desai
Satish Kumar
Umesh Gowda
Vinay Patil
Yashwanth Rao
Ajay Hegde
Balaji Naik
Chandrashekar Desai
Dinesh Kumar
Eshwar Gowda
Ganesh Patil
Harish Rao
Ishaan Hegde
Jagadish Pai
Kiran Naik
Lohith Desai
Manjunath Kumar
Naveen Gowda
Omkar Patil
Prakash Rao
Rahul Hegde
Santosh Pai
Tejas Naik
Uday Desai
Vikas Kumar
Aishwarya Rao
Bhavana Patil
Chandana Hegde
Deepa Pai
Esha Naik
Farzana Khan
Geetha Gowda
Harini Shetty
Ishita Bhat
Jyothi Kamat
Kavya Rao
Latha Prabhu
Manasa Acharya
Nayana Poojary
Omana Shenoy
Pallavi Joshi
Rekha Kini
Shilpa Desai
Teju Nayak
Usha Kumar
Vinaya Murthy
Yashaswini Raj
Anitha Kulkarni
Chaitra Rao
Divya Hegde
Gayathri Shetty
Hemalatha Pai
Jayashree Prabhu
Keerthi Bhat
Lakshmi Shenoy
Madhuri Acharya
Nirmala Naik
Pavithra Desai
Rajeshwari Kumar
Savitha Gowda
Uma Patil
Vaishali Hegde
Yamuna Rao
Anjana Shetty
Bhagyashree Pai
Chitra Prabhu
Deepthi Bhat
Geetha Shenoy
Harshitha Acharya
Jyothi Naik
Kavitha Desai
Latha Kumar
Manjula Gowda
Namitha Patil
Prathima Rao
Rekha Hegde
Shwetha Pai
Trupti Naik
Vandana Desai
Vinutha Kumar
Asha Gowda
Bharathi Patil
Chitra Hegde
Divya Pai
Gayathri Naik
Hemalatha Rao
Jayashree Hegde
Keerthi Naik
Lakshmi Desai
Madhuri Kumar
Nirmala Gowda
Pavithra Patil
Rajeshwari Rao
Savitha Hegde
Uma Naik
Vaishali Desai
Yamuna Kumar
Anjana Gowda
Bhagyashree Patil
Chitra Rao
Deepthi Hegde
Geetha Pai
Harshitha Naik
Jyothi Desai
Kavitha Kumar
Latha Gowda
Manjula Patil
Namitha Rao
Prathima Hegde
Rekha Pai
Shwetha Naik
Trupti Desai
Vandana Kumar
Vinutha Gowda
Asha Patil
Bharathi Rao
Chitra Pai
Divya Naik
Gayathri Rao
Hemalatha Hegde
Jayashree Naik
Keerthi Desai
Lakshmi Kumar
Madhuri Gowda
Nirmala Patil
Pavithra Rao
Rajeshwari Hegde
Savitha Naik
Uma Desai
Vaishali Kumar
Yamuna Gowda
Anjana Patil
Bhagyashree Rao
Chitra Naik
Deepthi Desai
Geetha Kumar
Harshitha Rao
Jyothi Hegde
Kavitha Naik
Latha Desai
Manjula Kumar
Namitha Gowda
Gayathri Pai
Hemalatha Naik
Jayashree Desai
Keerthi Kumar
Lakshmi Gowda
Madhuri Patil
Nirmala Rao
Pavithra Hegde
Rajeshwari Naik
Savitha Desai
Uma Kumar
Vaishali Gowda
Yamuna Patil
Anjana Rao
Bhagyashree Hegde
Harshitha Gowda
Rekha H
Aarav Sharma
Arjun Singh
Rohan Verma
Rahul Gupta
Kunal Jain
Vikram Mehta
Amit Sethi
Nikhil Bansal
Ravi Kapoor
Suresh Malhotra
Sanjay Thakur
Piyush Reddy
Harish Kohli
Anil Saxena
Manish Khanna
Siddharth Chawla
Ajay Mishra
Vivek Chatterjee
Karan Anand
Rajesh Bhardwaj
Prashant Tyagi
Deepak Pandey
Naveen Sharma
Abhishek Kumar
Anupam Joshi
Aarushi Gupta
Priya Sharma
Nisha Mehta
Anjali Singh
Ritu Jain
Kavya Verma
Megha Kapoor
Neha Bansal
Sneha Malhotra
Radhika Thakur
Pooja Reddy
Sakshi Kohli
Anita Saxena
Swati Khanna
Shweta Chawla
Sunita Mishra
Divya Chatterjee
Isha Anand
Sonali Bhardwaj
Pallavi Tyagi
Monika Pandey
Nandini Sharma
Bhavna Kumar
Prachi Joshi

Admissions will be closed on 25th July. No queries would be entertained after this date

Program Coordinator: