Artificial Intelligence Product Development Bootcamp

Organized by MUST Research Labs in association with 

Center for Innovation and Entrepreneurship (CIE), IIIT Hyderabad and Headstart

TARGET AUIDENCE

 

Fresh Technical Graduates (BE, BTech, ME, MTech, MS, MCA etc.), Young Entrepreneurs, 

Next-Gen Leaders, New Startup Co-Founders, IT Professionals, Junior Data Scientists

THEMES (HEARTS)

  • Healthcare – survival analysis, medical image and document processing, treatment optimization etc.
  • Education – special education, speech to text, automatic evaluation, math solver etc.
  • Agriculture – crop sowing forecast etc.
  • Retail – demand – supply, pricing, recommendation etc.
  • Transportation – route optimization, road safety, auto-scheduling, connected cars etc.
  • Smart Cities – e-governance etc.

APPROACH

  • Subject Matter Expert driven Online Interactive Program
  • Virtual Hands-on Practicals
  • Remote Mentoring and Doubt Clearing Sessions
  • Individual Group wise Assessment and Feedback
  • Participants and Mentors across the Nation

PREREQUISITE

  • System: Laptop with Internet
  • Programming Language: Python
  • Fundamentals of Mathematics: Linear Algebra, Calculus, Combinatorics etc.
  • Basic Statistics: Variable, Distribution, Probability Theory etc.
  • Tools: Google Colab / Git
  • Presentation / Documentation: Google Slide, Google Doc etc.
  • 1 to 3 Members in 1 Group
  • At Least 2 Developers in a Group
  • All Members must contribute significantly in the program to get certified
  • BYOD: Laptop with Internet

TIMELINE

 

Deadline for Early Bird Applications: 1st march 2021

Bootcamp Dates Batch 1 (Tentative) : 8th March 2021 to 12th March 2021

SCHEDULE
*Click on day to view schedule

1st Half

Theme: Understanding Data

Setup Real Data, Use Cases (Examples), Overview of AI and ML Process, Understanding Data, Data Cleansing / Missing Value Interpretation, Exploratory Analysis, Visualization, Problem Statements

 

2nd Half

Theme: Modeling and Prediction

Descriptive Analytics, Variable Transformation, Feature Engineering, Model Training (Examples)

 

Lab Activities:

Python Programming, Connecting the Dots between Data and Business, Modeling and Visualization

1st Half

Theme: Supervised Learning

Case Studies on Supervised ML, Regression Analysis, Classification Methods, Binary, Multi-Class, Inferencing, Evaluation and Error Analysis, Accuracy, Precision, Recall

 

2nd Half

Theme: Unsupervised Learning

Case Studies on Unsupervised ML, Clustering Techniques, Recommendation System

 

Lab Activities:

Supervised and Unsupervised Learning Use Cases and Exercises

1st Half

Theme: End-to-End Development

Intro to Product Design, Brainstorming with Ideas and Data from Participants, Coding Assignments, End-to-End Validation and Testing

 

2nd Half

Theme: Applied Artificial Intelligence

Mentoring and Fine-Tuning Ideas, Intro to Neural Networks (ANN)

 

Lab Activities:

Implementation of Minimum Viable Product with Bottom-up Approach

1st Half

Theme: Computer Vision

Intro to CNN, Applications: Computer Vision, Practicals: Object Detection etc.

 

2nd Half

Theme: Natural Language Processing

Intro to RNN / LSTM, Applications: Natural Language Processing, Practicals: Language Modeling etc.

 

Lab Activities:

Computer Vision and Natural Language Processing Hands-on Coding using Python

1st Half

Theme: Preparation

Preparation of Minimum Viable Product and Proof of Concept, Mentor Feedback and Iterations, Presentation Review

 

2nd Half

Theme: Demonstration

Final Product Pitch, Keynote by Jury Members, Conclusion, Awards and Announcements, Vote of Thanks

 

Lab Activities:

Unit Testing and Integration Testing, Reporting etc.

FEE STRUCTURE

Total Fees: 49,999 INR

Early Bird Discounted Fees: 24,999 INR (Applicable till march 1st 2021)

 

 

Payment Methods

 

Bank Transfer

A/c Name: MUST RESEARCH LABS LLP
A/c No: 180405006490
IFSC: ICIC0001804

 

UPI: mustresearchlabs90@icici

IN NEWS

Learning from industry professionals at MUST Research and leveraging the incubation platform at CIE, IIIT Hyderabad and getting Entrepreneurship Support from Headstart!

Contact: Cieoutreach@iiit.ac.in if any queries