Giter Site home page Giter Site logo

ramandhiman527 / mtech_1stsem Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 153.72 MB

This repository contains the MTech coursework in Amrita College of Engineering, Bengaluru. It has some labs, assignments and project work related to courses in 1st Semester

Jupyter Notebook 99.34% Python 0.66%
clustering convex-optimization labs linear-algebra machine-learning matplotlib numpy optimization-algorithms pandas probability project python3 statistics supervised-learning unsupervised-learning statisticsmodeling

mtech_1stsem's Introduction

MTech 1st Semester Coursework

Welcome to the repository for the coursework of my MTech 1st semester at Amrita School Of Engineering, Bengaluru, India ! This repository contains a collection of materials for 5 courses, including lab exercises, assignments, notes, slides, reference books, and other useful resources.

Courses

The following courses are included in this repository:

  • Machine Learning (21DS602)
  • Statistics Modelling (21DS636)
  • Data Structures & Algorithms (21DS603)
  • Computational Linear Algebra (21MA602)
  • Optimization Techniques for Data Science (21DS601)

Materials

Each course folder contains materials specific to that course, including:

  • Lab Exercises: Practical exercises designed to reinforce your understanding of the course material.
  • Assignments: Homework assignments that test your knowledge of the course concepts.
  • Notes & Slides: Lecture notes and slides that provide a comprehensive overview of the course material.
  • Reference Books: Recommended reading materials that provide additional context and depth on the course topics.
  • Other Useful Resources: Additional resources, such as code snippets in python and jupyter notebook, that may be helpful in understanding the course material.

Contributing

If you find an error in any of the materials or have suggestions for improvements, please feel free to open a pull request or issue. Contributions from the community are always welcome!

License

All materials in this repository are licensed under the MIT License. Feel free to use, modify, and distribute these materials for any non-commercial purpose.

mtech_1stsem's People

Contributors

ramandhiman527 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.