Hi there, I'm Durgesh Samariya 👋
I am a third year Machine Learning Ph.D. candidate at Federation University, Australia. Apart from that I am seasonal ML developer that loves writing articles (on Machine Learning, Data Science, Productivity and PhD Tips) and contributing to open source.
💻 Currently working on PyML, a python toolkit for building some of machine learning models and state-of-the-art algorithms without using any libraries. The aim of this project is to learn machine learning algorithms from scratch.- 👨🏽💻 Currently growing my skillset in Machine Learning and Data Science.
My Reseach Interest:
- Outlying Aspect Mining
- Classification
- Clustering
- Anomaly Detection
- Similarity Measure
I am open to:
- any collobration work,
- machine learning projects(development or research),
- research internships and
- available to become reviewer or PC member for Machine Learning/Data mining journals or conferences.
Recent Update:
- December 2021: Completed Deep Learning Nano Degree by Udacity. [Certificate]
- October 2021: A paper is accepted for publication by the Annals of Data Science Journal (Springer).
- October 2021: Delivered a guest lecture on "Deploying Maching Learning Model" at IT, CSPIT, Charusat University, Changa.
- September 2021: Completed Coursera course by Deeplearning.ai on AI for Everyone taught by Andrew Ng. [Certificate]
Service to research comunity:
- PC Member, at The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020 (ECML/PKDD 2020), Ghent [2020].
My Latest Blog Posts
- Generate Machine Learning Code in Few Clicks Using Machine Learning Code Generator
- 20+ Data Science Projects with Code
- Campus Recruitment: EDA and Classification — Part 2
- Campus Recruitment: EDA and Classification — Part 1
- Data Analysis and Visualization using Pandas, Matplotlib and Seaborn
- Analysing and Visualising the Country wise Population from 1955 to 2020 with Pandas, Matplotlib, Seaborn and Plotly
- More..
What I am Reading:
My Monthly Reading List
- September 2020 monthly Machine Learning Reading List
- August 2020 monthly Machine Learning Reading List
My Weekly Reading List
- Weekly Machine Learning Research Paper Reading List — #12
- Weekly Machine Learning Research Paper Reading List — #11
- Weekly Machine Learning Research Paper Reading List — #10
- Weekly Machine Learning Research Paper Reading List — #9
- More..
Connect with me:
