2-day current streak·7-day longest streak
<!-- --> Hi there, I'm Nikhil. Welcome to my Github page! I am a "problem first" engineer focussed on solving real world challenges with the help of Data Science and…
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Hi there, I'm Nikhil. Welcome to my Github page!
I am a "problem first" engineer focussed on solving real world challenges with the help of Data Science and Machine Learning.
My personal philosophy is that models are no good if they do not solve a real problem. Hence, when solving any data related problem, I focus on the business need first and on models later.
I also believe that we do not always need the latest and greatest algorithms to solve a problem. Yes, these have their own place for example, image classification, natural language processing - where tradititional methods are lacking. But in my personal experience (over multiple projects), a vast majority of use cases can we solved more efficiently with traditional methods and algorithms as long one is ready to invest some time and diligence in things like domain specific feature engineering.
Some facts about me:
- :sparkles: I have two Masters in (1) Electrical Engineering, and (2) Data Science (Machine Learning Specialization) and am currently working as a Solution Architect and Data Scientist in the Supply Chain domain.
- :sparkles: My personal goals include creating and contributing to more open source projects. My contributions so far include
- :sparkles: In my spare time, I volunteer for Vibha which is a non profit organization focussing on child education in India. I am their Data Analytics Lead and perform several tasks including but not limited to
- :sparkles: I try to learn something new about Data Analytics and Machine Learning everyday. Check out what I am reading and evaluating here.
Languages and Tools:
[][GitHub]
[][GitHub]
[][GitHub]
[][GitHub]
Connect with me:
[][linkedin]
[][youtube]
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📕 StackOverflow Activity
<!-- STACKOVERFLOW:START -->- Answer by Nikhil Gupta for How to resolve cx_Oracle.DatabaseError: DPI-1043: invalid number error?
- Answer by Nikhil Gupta for How to use tryCatch with withTimeout to timeout Rcpp function without stopping execution of script
- Answer by Nikhil Gupta for PySpark custom UDF ModuleNotFoundError: No module named
- Answer by Nikhil Gupta for How to let new and old subscribers sign up to a Mailchimp segment
- Answer by Nikhil Gupta for How can I receive a notification every time someone sign up through my MailChimp form?
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📺 Latest Videos
<!-- YOUTUBE:START -->- Aakash's COVID Fundraiser for the People of India
- Build and Tune Your Deep Learning Models Effectively Part 1A
- Forecasting the Next Recession (Final)
- Forecasting the Next Recession (Preliminary Univariate and EDA)
[GitHub]: https://github.com/ngupta23
[youtube]: https://www.youtube.com/channel/UCDB-YwusJ60Kly2rcGKSsmQ/
[stackoverflow]: https://stackoverflow.com/users/8925915/nikhil-gupta
[linkedin]: https://www.linkedin.com/in/guptanick/
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pycaret ★ PINNED ⑂
No description.
★ 0 6y agoExplain → -
PredictingPerformanceIntegratedCircuits ★ PINNED
Predicting Performance of Integrated Circuits using Machine Learning - Part 2
HTML ★ 2 7y agoExplain → -
hr_analytics ★ PINNED
Promotion and Attrition Prediction for a large multi-national company
Jupyter Notebook ★ 2 5y agoExplain → -
scala_pyspark_benchmarking ★ PINNED ⑂
Competitive Assessment of Scala vs. PySpark
HTML ★ 1 7y agoExplain → -
more ★ PINNED
This is a helper package for pandas, visualizations and scikit-learn
Python ★ 5 7y agoExplain → -
Data-Science-Knowlege-Base
Great Reads and Evaluations
Jupyter Notebook ★ 9 1y agoExplain → -
medium_articles
Code for all my Medium articles
Jupyter Notebook ★ 3 3y agoExplain → -
DS6372-PredictingPerformanceIntegratedCircuits1
Predicting Performance of Integrated Circuits using Machine Learning - Part 1
HTML ★ 3 6y agoExplain → -
pycaret_faqs
Repository for PyCaret FAQs
Jupyter Notebook ★ 2 3y agoExplain → -
ds7333_qtw
Repository for Quantifying the World @ SMU (Fall 2020)
HTML ★ 2 5y agoExplain → -
open-telemetry-test
A repo to test out Open Telemetry
Python ★ 1 11mo agoExplain → -
python_uv_template
A template for initializing a python repository managed with `uv`
Python ★ 1 1y agoExplain → -
DS7335_MachineLearning2
Code for Machine Learning II assignments and projects
Python ★ 1 6y agoExplain → -
scikit-learn ⑂
scikit-learn: machine learning in Python
★ 1 4y agoExplain → -
ds_lib_template
A standard data science library template
Python ★ 1 3y agoExplain → -
inventory-stochastic ⑂
Inventory Management for Retail — Stochastic Demand
Jupyter Notebook ★ 1 4y agoExplain → -
ngupta23
No description.
★ 1 4y agoExplain → -
sktime ⑂
A unified framework for machine learning with time series
★ 1 4y agoExplain → -
DS6373_TimeSeries
Repo for DS6373 Time Series Course (Southern Methodist University) - Spring 2020
HTML ★ 1 6y agoExplain → -
MSDS-6306_Project2 ⑂
Workforce Analytics - Attrition Analysis
HTML ★ 1 7y agoExplain → -
MSDS-6306-Project1 ⑂
No description.
HTML ★ 1 7y agoExplain → -
SMU-MSDS6306
Files related to SMU MSDS 6306 - Doing Data Science
HTML ★ 1 7y agoExplain → -
ML-Stanford-Coursera
Machine Learning Course (Andrew Ng, Stanford) from Coursera
Matlab ★ 1 8y agoExplain → -
ML-Python
Machine Learning Principles and Implementation with Python
Jupyter Notebook ★ 1 8y agoExplain → -
ML-R
Machine Learning with R
HTML ★ 1 8y agoExplain → -
mlops_testing
Reporitory to test mlops concepts
Jupyter Notebook ★ 0 17d agoExplain → -
modal-test
Testing Modal
Python ★ 0 1y agoExplain → -
nbdev_test
Testing nbdev
Jupyter Notebook ★ 0 1y agoExplain → -
html_css_basics
Repository containing exploratory code for FastHTML and CSS
Python ★ 0 1y agoExplain → -
forecasting-app-fasthtml
Forecasting App using FastHTML
★ 0 1y agoExplain → -
gdp_prediction
Predicting United States GDP
HTML ★ 0 6y agoExplain → -
python-sample-vscode-flask-tutorial ⑂
Sample code for the Flask tutorial in the VS Code documentation
★ 0 3y agoExplain → -
demand_netting_simulator
A simulator to illustrate demand netting concepts
Python ★ 0 3y agoExplain → -
M5_analysis
Repository to perform analysis on M5 dataset
★ 0 3y agoExplain → -
eval_cbm
Evaluates CBM model
★ 0 3y agoExplain → -
data_science_workflow
A generic data science workflow with optional to parallelize execution at scale
Python ★ 0 4y agoExplain → -
sktime-tutorial-pydata-berlin-2022 ⑂
No description.
Jupyter Notebook ★ 0 4y agoExplain → -
pandas ⑂
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
★ 0 4y agoExplain → -
Forecast-Greece-Internet-Network-Usage ⑂
No description.
★ 0 4y agoExplain → -
Inventory-Management
Inventory Management Strategies and Simulations
★ 0 4y agoExplain → -
inventory-deterministic ⑂
Inventory Management for Retail — Deterministic Demand
Jupyter Notebook ★ 0 4y agoExplain → -
ray-test
Testing Ray Functionality
Jupyter Notebook ★ 0 4y agoExplain → -
khuyentran1401 ⑂
No description.
★ 0 5y agoExplain → -
ts_utils
Time Series Utility
★ 0 5y agoExplain → -
community-council ⑂
sktime community council
★ 0 5y agoExplain → -
enhancement-proposals ⑂
sktime enhancement proposals
Jupyter Notebook ★ 0 5y agoExplain → -
hr_survey_analytics
Employee Surevy Data Analysis and Attrition Modeling
HTML ★ 0 5y agoExplain → -
discrete_optimization_coursera
Course Material and Assignments for https://www.coursera.org/learn/discrete-optimization
Python ★ 0 5y agoExplain → -
supply_chain_basics
No description.
★ 0 5y agoExplain → -
finance_basics
No description.
★ 0 5y agoExplain → -
YouTubeLI ⑂
Github repo to upload demo files of youtube videos and linkedin
★ 0 5y agoExplain → -
End-to-End-Time-Series ⑂
This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK
★ 0 5y agoExplain → -
finance_analytics
No description.
Jupyter Notebook ★ 0 5y agoExplain → -
ds7337_nlp
DS7337 - Natural Language Processing @ SMU Summer 2020
Jupyter Notebook ★ 0 6y agoExplain → -
Auto_TS ⑂
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and ML Models on Time Series data sets with a Single Line of Code
Jupyter Notebook ★ 0 6y agoExplain → -
colab_notebooks
No description.
Jupyter Notebook ★ 0 6y agoExplain → -
DL-PyTorch
No description.
Jupyter Notebook ★ 0 6y agoExplain → -
fast_python ⑂
Tools for Developing Fast Python Code
Jupyter Notebook ★ 0 6y agoExplain → -
data_prep_helper
A helper package for preparing and combining data from a variety of sources
Python ★ 0 7y agoExplain → -
deep_learning_specialization
Deep Learning Specialization from deepleaerning.ai (Andrew Ng)
★ 0 6y agoExplain → -
fastai_notebooks
Notebooks from the fast.ai MOOC
Jupyter Notebook ★ 0 6y agoExplain → -
ProcessingSketches
Sketches for Data Visualization Class (SMU-DS6390)
HTML ★ 0 7y agoExplain → -
DataMiningNotebooks ⑂
This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.
Jupyter Notebook ★ 0 7y agoExplain → -
yellowbrick ⑂
Visual analysis and diagnostic tools to facilitate machine learning model selection.
Python ★ 0 7y agoExplain → -
Visualization-1 ⑂
No description.
Processing ★ 0 10y agoExplain → -
electricity-usage
No description.
Jupyter Notebook ★ 0 7y agoExplain → -
benchmarks ⑂
A place in which we publish scripts for reproducible benchmarks.
Python ★ 0 8y agoExplain → -
GettingCleaningData ⑂
Files from Getting and Cleaning Data Course Project
R ★ 0 11y agoExplain → -
test-repo
No description.
★ 0 8y agoExplain → -
ProgrammingAssignment2 ⑂
Repository for Programming Assignment 2 for R Programming on Coursera
R ★ 0 8y agoExplain → -
datasharing ⑂
The Leek group guide to data sharing
★ 0 8y agoExplain →
No repos match these filters.