Tolu Omotunde (teomotun)

teomotun

Geek Repo

Company:Data Scientist at BASF

Location:North Carolina, USA.

Home Page:https://teomotun.github.io/

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Tolu Omotunde's starred repositories

astronomer-cosmos

Run your dbt Core projects as Apache Airflow DAGs and Task Groups with a few lines of code

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Modern-Time-Series-Forecasting-with-Python

Modern Time Series Forecasting with Python, published by Packt

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90DaysOfDevOps

This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things DevOps, including Principles, Processes, Tooling and Use Cases surrounding this vast topic.

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dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

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U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

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fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

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notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

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bert

TensorFlow code and pre-trained models for BERT

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zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

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mlops-zoomcamp

Free MLOps course from DataTalks.Club

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data-engineering-zoomcamp

Free Data Engineering course!

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whylogs-workshop

The code from the whylogs workshop in DataTalks.Club on 29 March 2022

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sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

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PyImpetus

PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

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Climate-Visualization-Dashboard

Web application to show weather distribution in 500+ randomly generated cities across the world

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BTEC-Fermentor-System-Process-Control

Designed a PI feedback control system with a goal of maintaining the dissolved oxygen content in the fermentor at 50% of the air-based oxygen saturation concentration for fermentors in the NC State University BTEC intermediate upstream suite

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The-VBA-of-Wallstreet

Wall Street Stock analysis with Excel VBA

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US-Housing-Market-Analysis

Review of United States’ housing data since the housing market collapsed in 2008 to identify how the market has or has not rebounded between then and 2019, determine what consumer/market factors affect prices, and show what prices may look like in the future.

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Climate-APP

Climate analysis and exploration of Honolulu, Hawaii

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Vacation-Planner

Climate analysis of the weather in 500+ randomly generated cities across the world to determine location with ideal Vacation weather Conditions

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LAMMPS-Water-Methanol-Simulation

Molecular Dynamics Simulation of Water-Methanol Mixture to determine physical properties like self-diffusion coefficient, density and shear viscosity for a system consisting of 216 molecules of water and 216 molecules of methanol

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Bike-Rental-Forecasting

Prediction of bike rental count hourly or daily based on the environmental and seasonal settings using data set from two-years historical log corresponding to years 2011 and 2012 from Capital Bikeshare system, Washington D.C., USA

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Machine-Learning-Stanford

Programming assignments for Machine Learning course taught by Prof. Andrew Ng of Stanford University

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MATLAB-Simulations

Repo containing several simulations I performed with Matlab during my M.S in Chemical Engineering at N.C State University

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ASPEN

Repository for Aspen Simulations of several chemical processes like Rankine power plant, Distillation Units, Batch Processes and so on.

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Monster-Job-Postings-ETL

Monster data science job postings analysis to determine demand for general skills and technologies such as Python and R

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