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Name: Nelson Varghese

Type: User

Bio: Passionate about AI / Machine Learning / Deep Learning / NLP and Data Science.

Location: Toronto

Nelson Varghese's Projects

advanced-python-programming-second-edition

Advanced Python Programming, Second Edition, published by Packt

algorithms-nutshell-2ed

Code Repository associated with "Algorithms In A Nutshell", 2ed, published by O'Reilly Media, Inc. http://shop.oreilly.com/product/0636920032885.do

awesome-python-data-science-books

Probably the best curated list of data science books in Python

codilityinpython

Solutions for Codility puzzles in Python

data-science

Collection of useful data science topics along with code and articles

datascience-mylearningprojects

Mostly examples related to the usage of NumPy,Pandas ,and various visualization packages such as Matplotlib, Seaborn, Pandas-data visualization, Cufflinks and Plotly.

deeplearning-with-tensorflow--keras-mylearningprojects

These are the couple of deep learning practice projects that I have worked on DL Model building ideas.

dsa---revisit

A repository created to store the implementation and key problems associated with Data Structures and Algorithms

efficient_python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

leetcode-1

LeetCode Problems' Solutions

leetcode_company_frequency

Collection of leetcode company tag problems. Periodically updating.

machine-learning-articles

List of interesting articles on different topics of machine learning and deep learning

machine-learning-pipeline

Example machine learning pipeline with MLflow and Hydra

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

machinelearning-mylearningprojects

Examples of Machine Learning Algorithms implemented with Scikit-learn ML library.

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

natural-language-processing---mylearningprojects

NLP models, mostly developed using Transformer( BERT libraries in Hugging Face Hub / TensorFlow Hub)

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

portfolio-machinelearningprojects-

These are various portfolio projects that I have worked on to re-inforce the Machine Learning Model building ideas

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

practical-nlp-figures

Color figures for the book as requested by the readers.

python

Python code for YouTube videos.

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

pyworld-mylearningprojects

Examples on the usage of Python language programming concepts . All programs are written and compiled with PyCharm IDE / Jupyter Notebook.

research-paper-publications

Various journal and conference papers written by myself, mostly on the Machine Learning related topics

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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