CodingWorkshop - Free-Thesis

Workshop Curriculum

Bootcamp Journey

Its Not Just a Course.
It's an
experince.

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Data Discussion for Depression Recognition

  • Broad discussion of the objective
  • EEG Data Discussion and Sharing
  • EEG Data noise filtering Code implementation and visualization
  • Restructuring of the data
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EEG Data filtering

  • Continuing Restructuring of the Data and visualization
  • EEG Signals channels into graphical nodes
  • Adjacency matrix implementation and visualization
  • EEG Signal as graphical structure
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Pytorch Implementation of Graphical Deep learning

  • Introduction to Pytorch package for advanced deep learning
  • Understanding of Graphical convolution Network (GCN)
  • Implementation of GCN for EEG signal
  • Visualization of the outcome of signal features through GCN
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Spatiotemporal Features Extraction from EEG

  • Sequentially implementation of Gated recurrent Unit (GRU) in pytorch
  • Training the GCN and GRU collectively for EEG feature extraction
  • Visualization of features
  • Masking of the features to remove redundant information
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Redundant features Removal and Model training

  • Continue Masking of features to remove redundant information
  • Model Training
  • Graph maxpooling layer implementation for the classification of depression through EEG
  • Training the complete model and parameters evaluation
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Future scope and Contribution Discussion by Experts

  • Plot all visualizations
  • Expert lecture from the reputed faculty of the University to discuss the future scopes
  • Expert lecture from the Industrial Expert in the same field

Workshop Benefits

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1:1 expert session

Connects theoretical understanding with practical implementation through their insights

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Expert faculty from MAANG

Top-tier education enriched by practical knowledge and innovation

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Projects & hackathons

Hands-on learning to spark creative problem-solving

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Fastest doubt support

Personalized assistance for a clear understanding of concepts

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Self-paced classes

Learn at your pace with practice and instant feedback

Benefits Beyond Learning

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GitHub Profile

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Linkdin Profile

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Resume Writing

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Soft Skill

Master Cummunication and salary negoatiation skills.

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Interview Prepration

Monk Interviws and Expert sessions.

What Our Research Mentor Says

Manvi Bhatnagar

Manvi Bhatnagar

Product Management

The fulfillment of seeing mentees evolve into confident and accomplished researchers is indescribable. As a research mentor in this platform, I am honored to play a role in shaping the future of academia and empowering the next generation of scholars.

Ahmadi Hasan

Ahmadi Hasan

EHS Manager

The satisfaction of knowing that our mentorship contributes to the success of aspiring researchers is immeasurable.

Uttiya Roy

Uttiya Roy

Power System Modelling

Great opportunity!!

Arvinder Shinh

Arvinder Shinh

Mathematics of Data Science

Being a research mentor on this platform has been an incredibly fulfilling experience. Not only do I get the opportunity to share my expertise and knowledge with aspiring researchers, but I also receive compensation for the valuable guidance I provide. It's a win-win situation – I get to help others succeed in their academic and research pursuits while earning income doing what I love.

Vijaikumar M

Vijaikumar M

Ex Amazon Science

This program provides a fresh take on mentorship. Seeing mentees thrive under specialized mentoring is really satisfying. It is a small yet active community that promotes research excellence through meaningful interactions.

Hemant kumar Sain

Hemant kumar Sain

Assistant Professor

Working closely with aspiring researchers has been incredibly rewarding. I've had the privilege of providing tailored guidance to each candidate, helping them refine their ideas and methodologies. Witnessing their growth and success has been truly inspiring.

About Us

Vidhikekha Soft Solutions Pvt Ltd, an Indian research consultancy headquartered in Gurugram, India, is responsible for free-thesis.com creation, upkeep, and operation. Vidhikekha Soft Solutions Pvt Ltd was founded in October 2022 and has been actively doing research in the area of machine learning and artificial intelligence ever since. The company is in its early phase; however, the minds behind the company's existence have a rich research & industry experience of 13 years.

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