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# Nikesh Bajaj

Learning Vector | Signal Processing + Machine Learning ~ AI

## Sitemaps

- [XML Sitemap](https://nikeshbajaj.in/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [Hello world!](https://nikeshbajaj.in/2026/01/18/hello-world/) - Welcome to WordPress. This is your first post. Edit or delete it, then start writing!
- [Hello world!](https://nikeshbajaj.in/2025/04/20/hello-world-2/) - Welcome to WordPress. This is your first post. Edit or delete it, then start writing!
- [Hello world!](https://nikeshbajaj.in/2025/01/19/hello-world-2-2/) - Welcome to WordPress. This is your first post. Edit or delete it, then start writing!

## Pages

- [Home](https://nikeshbajaj.in/) - Updates: Received Best Poster Award at Computing in Cardiology: CinC Conference 2025, for our work - A Python Toolkit for Automated Electrophysiological Analysis of Microelectrode Array Recordings - Check out Abstract and ToolKit. Full paper is in Press. Our recent publication on Plagiarism Detection Tool for Jupyter Notebooks in Educon 2025 got us The President
- [Sample Page](https://nikeshbajaj.in/sample-page/) - This is an example page. It's different from a blog post because it will stay in one place and will show up in your site navigation (in most themes). Most people start with an About page that introduces them to potential site visitors. It might say something like this: Hi there! I'm a bike messenger
- [Software](https://nikeshbajaj.in/software/) - Python Libraries : PyPI SpKit : spkit : pip install spkit Signal Processing toolkit library includes, information theory based evaluation of signal, transforms techniques, filtering, some of the statistical operations, and many other analytical tools, not widely available in other pakackesDocumentation | PhyAAt : phyaat : pip install phyaat Python library for downloading the dataset,
- [Contacts](https://nikeshbajaj.in/contacts/) - Emails:n.bajaj@imperial.ac.ukn.bajaj@qmul.ac.uklastname.nikkey[AT]gmail?
- [Teaching](https://nikeshbajaj.in/teaching/) - In this page, links to all the teaching material: lecture notes, slides, code, assignments and demos are shared, which I have taught and created over the time New Teaching Page for accessing the material and files: For ease of use and access, all the materials are being migrated to github page. Video Lectures Students/Project -
- [Publications](https://nikeshbajaj.in/publications/) - Updated list on Google Scholar Patent: Laird, James, Nigel Cannings, Cornelius Patrick Glackin, Julie Ann Wall, and Nikesh Bajaj. "System and method for understanding and explaining spoken interactions using speech acoustic and linguistic markers." U.S. Patent Application 17/308,222, filed December 30, 2021. Bajaj, N., Rajwadi, M., Constance, T. G., Wall, J., Moniri, M., Laird, T.,
- [Profile](https://nikeshbajaj.in/profile/) - Other Gallery CV (Download) Experience + Research - Lecturer (~ Ass. Prof.) at Queen Mary University of London ~ [2023 - ] Recently, joined as a Lecturer in Data Science at Queen Mary University of London. I will be teaching courses on Data Science, Biomedical Signal Processing and Machine Learning. Started additonal responsibility as Director
- [Data Analytics Reports](https://nikeshbajaj.in/data-analytics-reports/) - Here project reports of some students from 'Statistics for Data Analytics' Death is not ACCIDENT!!! Students : Tribhuwan Pant, Omni Dubey and Vivek Pandey Download full Report
- [Repositories](https://nikeshbajaj.in/repositories/) - Python Libraries : PyPI SpKit : spkit : pip install spkit Signal Processing toolkit library includes, information theory based evaluation of signal, transforms techniques, filtering, some of the statistical operations, and many other analytical tools, not widely available in other pakackes Documentation | PhyAAt : phyaat : pip install phyaat Python library for downloading the
- [Video Tutorials](https://nikeshbajaj.in/video-tutorials/) - Singal Processing Lec 1.0 Concept of Fourier Lec 1.1 Fourier Series Lec 1.2 Fourier Transform Download Fourier Cheat Sheet v2.0 Introduction to Statistics Introduction to Statistics: Part 1: Describe your Data Introduction to Statistics: Part 2: Inferential Statistics Introduction to Statistics: Part 3: Hypothesis Design [yourchannel user="bajajnikkey"]
- [Noise](https://nikeshbajaj.in/noise/) - Will be updated soon...
- [Chaos](https://nikeshbajaj.in/chaos/)
- [Digital Signal Processing](https://nikeshbajaj.in/digital-signal-processing/) - [ct_progress value="100" title="Course_Progress____|____UNIT1_____|______UNIT2_____|_____UNIT3_____|______UNIT4_____|_____UNIT5_____|______UNIT6____|" icon="adjust" background="green" gradient="green" size="normal" id="" class="" animation="slideleft"][/ct_progress] Save Save Save Save Save Save Save Save Save Save Save
- [Spectrum](https://nikeshbajaj.in/spectrum/) - Video Gallery - Talks & Presentations & Lectures Deception detection in the conversation using Linguistic Markers Full Video talk on Deception detection in the conversation using Linguistic Markers (with an exciting demo on 999 call)- Invited as a guest speaker by Hamburg Natural Language Processing Meetup + DeepLearning.AI's a Pie & AI community for a
- [Advanced Transform Techniques](https://nikeshbajaj.in/advanced-transform-techniques/) - ECE408 Will be updated soon... Contents: Lecture Handouts: Download Lecture Notes: Download
- [Information Theory & Coding](https://nikeshbajaj.in/information-theory-coding/) - ECE533 Contents: Information Theory : Self and Mutual Information, Average and Conditional Information, Entropy and Source, Source Coding : Huffman, Runlength, Lempel ziv, Arithmetic, Shannon Fano coding, JPEG, Extended Huffman. Foundation of Error Correction Codes: Channel, AWGN and BSC Channel Models, Shannon and Nyquist Theorems, Limits, BER. Linear Block Codes : Generator and Parity check Matrix, Coding and Decoding:
- [Signals and Systems](https://nikeshbajaj.in/signals-and-systems/) - ECE220 Will be updated soon... Contents: Lecture Handouts: Download Unit -1 Introduction and Signals Unit -2 Systems and Convolution Unit -3 Fourier Unit -4 Laplace Transform Deductions of Signals & Systems Periodicity Deduce following with possible answers as "Always/Not Always + Periodic/Aperiodic " Answers will be different for Continues Time and Discrete Time Signals So answer separately
- [Programming for FUN](https://nikeshbajaj.in/fun/) - C4FA: Codes for Fun & Art All the fun projects are now available on https://C4FA.github.io, Only a few are shown here. 1. Choreography 2. Fractal Art 3. Game: Snake Game - Classic 4. Game: Dots and Boxes 5. Ball simulation - Falling Balls 6. Genetic Algorithm 7. Collarge Art 8. Gravitaional Force 9. Music Visualizer
- [Statistics for Data Analysis](https://nikeshbajaj.in/stats/) - Contents: Visualization of data- Plots: Pie, Bar (horizontal, Vertical, Segmented, Split-chart). Center Tendency (Mean, Mode, Median). Variability (Range, Quartiles, Percentile, Variance, Box plot, Standard Deviations). Correlation and Regression (Correlation, Linear Line fit, best line fit) STUDENTS PROJECT REPORTS - SUBMITTED Lecture Handouts: Download Lec-1 Introduction and Visualization [slides] [handouts] Lec-2 Measure of Center Tendency [slides] [handouts] Lec-3
- [FDP@LPU](https://nikeshbajaj.in/fdplpu/) - Faculty Development Program on Basics of MATLAB Lovely Professional University Dates: 06-06-14 to 07-06-14 Time: 10:00AM to 04:00 PM Welcome all the Faculties in FDP on MATLAB, This two days Workshop is intended to cover Basic of MATLAB which will be prerequisite for all the subsequent session of MATLAB for specific Department Contents, Schedule and
- [LeaderBoard of Quiz](https://nikeshbajaj.in/leaderboard-of-quiz/) - MATLAB Series by Nikesh Bajaj and Avinash Rajoriya Workshop Home Lecture Notes Assignment Quiz LeaderBoard Mini Project Discussion Forum [WpProQuiz_toplist 11] [WpProQuiz_toplist 10] [WpProQuiz_toplist 9] [WpProQuiz_toplist 8] [WpProQuiz_toplist 7] [WpProQuiz_toplist 6] [WpProQuiz_toplist 5] [WpProQuiz_toplist 4]
- [Radar Communication (v1.0)](https://nikeshbajaj.in/radar/) - |Feedback on Coursepage| For reporting
- [Quiz](https://nikeshbajaj.in/quiz/) - MATLAB Series by Nikesh Bajaj and Avinash Rajoriya WorkshopHome LectureNotes Assignment Quiz LeaderBoard Mini Project Discussion Forum [WpProQuiz 4]___________________________________________________________________________[WpProQuiz 5]___________________________________________________________________________ [WpProQuiz 6] ___________________________________________________________________________ [WpProQuiz 7] ___________________________________________________________________________ [WpProQuiz 8] ___________________________________________________________________________ [WpProQuiz 9] ___________________________________________________________________________ [WpProQuiz 10] ___________________________________________________________________________ [WpProQuiz 11] ___________________________________________________________________________
- [Mini Project](https://nikeshbajaj.in/mini-project/) - MATLAB Series by Nikesh Bajaj and Avinash Rajoriy Mini Project Workshop Home Lecture Notes Assignment Quiz LeaderBoard Mini Project Discussion Forum Mini Project: Choose any one option as your Mini project work on it in detail and submit it.Last Submission Date ______________ Option 1: My Photoshop You have to make Graphical User Interface for your
- [Lecture Notes](https://nikeshbajaj.in/lecture-notes/) - MATLAB Series by Nikesh Bajaj and Avinash Rajoriya Lecture Notes Workshop Home Lecture Notes Assignment Quiz LeaderBoard Mini Project Discussion Forum Day Topic Lecture Notes 1 Computations Handouts 1, Day 1 2 Matrix and Vectors Handout 2 3 Function and Script file Handout 3 4 Control Statement
- [Assignment](https://nikeshbajaj.in/assignment/) - MATLAB Series by Nikesh Bajaj and Avinash Rajoriya Programming Assignments Workshop Home Lecture Notes Assignment Quiz LeaderBoard Mini Project Discussion Forum _______________________________________________ Assignment 1 Download Assignment using following links, and follow the instructions. Download Instructions and Assignment 1 Assignment 2 Download Assignment 2, read the instruction carefully and submit it. Download Assignment 2Assignment 3 Download Assignment 3, read
- [MATLAB](https://nikeshbajaj.in/matlab/) - Guest Lecture on MATLAB Training Session on MATLAB for CSE/IT M.Tech students On 11/09/14 & 18/09/14 Guest Lecture on Introduction to MATLAB for ECE B.Tech/M.Tech students on 06-09-2014 (Download -Slides) Faculty Development Program -FDP on Basics of MATLAB Faculty Development Program on Basics of MATLAB at Lovely Professional University Schedule : Dates: 06-06-14 to 07-06-14
- [Research](https://nikeshbajaj.in/research/) - Biomedical and healthcare research: Electrophysiolog - Signal Processing and Machine Learning Electrophysiological Analysis for Cardiac and Neural Systems ECGI, Inverse Problems, Computational Models EEG Artifact Removal Algorithm - ATAR PhyAAt: Physiology of Auditory Attention Game, Emotion and EEG Computational Linguistic: Deception Detection in Conversations Previous Work: Indian Sign Language Recognition,
- [Speech and Audio Processing](https://nikeshbajaj.in/speech-and-audio-processing/) - SPEECH AND AUDIO PROCESSING (V1.0 -2013) Course contents: Lecture Notes: Download Handouts: Unit
- [Advanced Transform Techniques v4](https://nikeshbajaj.in/advanced-transform-techniques-v4-0/) - ADVANCED TRANSFORM TECHNIQUES (V4.0-2013) Course contents: Lecture Notes: Download Handouts: Lecture 1
- [Coursepage](https://nikeshbajaj.in/coursepage/)
- [Workshop](https://nikeshbajaj.in/workshop/) - MATLAB Series by Nikesh Bajaj and Avinash Rajoriya Announcements Workshop Home Lecture Notes Assignment Quiz LeaderBoard Mini Project Discussion Forum Last date Extended : All four Programming Assignments and 9 Quizzes are uploaded. Due to late updation of last quizzes and request to extend date, Last date for submission of quiz is 9 May 2014
- [Digital Signal Processing (v3.0 2014)](https://nikeshbajaj.in/digital-signal-processing-v3-0-2014/) - DIGITAL SIGNAL PROCESSING (V3.0-2014) For reporting any feedback/ errors/ suggestions on contents on Coursepage, please click on FEEDBACK or mail to bajaj.nikkey@gmail.com Course contents: Syllabus starts with discrete signal and systems, follows to FIR and IIR Filter design and ends with introduction to multirate DSP and other topics Lecture Notes Download Handouts: Unit-0 Review of Signal &
- [Information Theory and Coding (v4.0 2013)](https://nikeshbajaj.in/information-theory-and-coding/) - Information Theory and Coding Lecture Notes: Download Handouts: Lecture
- [Advanced Coding Theory](https://nikeshbajaj.in/advanced-coding-theory/) - ADVANCED CODING THEORY (V2.0-2014) Course contents: Lecture Notes Download Handouts: Unit-1 Information Theory

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