The Master's in Data Science Program run by the Faculty of Mathematics and Information Science

Related tags

Data Analysisdata-sciencemasterwut
Overview

Data Science

In August 2020 Granted Ignacy Łukasiewicz Scholarship for Master Study under Polish National Agency for Academic Exchange (NAWA). Currently, I am in Warsaw and doing a Master's Degree in Data Science at Warsaw University of Technology. https://sites.google.com/view/amir-ali

The Master's in Data Science Program run by the Faculty of Mathematics and Information Science is among the first European programs in Data Science and is fully focused on data engineering and data analytics.

Semester 0

Semester 0 (Summer 2021)

  1. Jupyter Markdown
  2. Programming
    • Python
    • R
  3. Numpy
  4. Pandas
  5. Matplotlib
  6. Seaborn
  7. Data Preprocessing

End semester 0

Semester 1 (Winter 2021/22)

  1. Group Project
  2. Data Transmission
  3. Computer Statistics
  4. Electronic Principles
  5. UNIX Fundamentals
  6. Business Intelligence Analyst
  7. Data Processing in R and Python
  8. Introduction to Machine Learning
  9. Introduction to Image Processing and Computer Vision
Owner
Amir Ali
Scientific Researcher
Amir Ali
GitHub Repository https://sites.google.com/view/amir-ali
Python Package for DataHerb: create, search, and load datasets.

The Python Package for DataHerb A DataHerb Core Service to Create and Load Datasets.

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Synthetic Data Generation for tabular, relational and time series data.

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A lightweight interface for reading in output from the Weather Research and Forecasting (WRF) model into xarray Dataset

xwrf A lightweight interface for reading in output from the Weather Research and Forecasting (WRF) model into xarray Dataset. The primary objective of

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Data analysis and visualisation projects from a range of individual projects and applications

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Single machine, multiple cards training; mix-precision training; DALI data loader.

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Python data processing, analysis, visualization, and data operations

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Transform-Invariant Non-Negative Matrix Factorization

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Analyse the limit order book in seconds. Zoom to tick level or get yourself an overview of the trading day.

Analyse the limit order book in seconds. Zoom to tick level or get yourself an overview of the trading day. Correlate the market activity with the Apple Keynote presentations.

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Python Practicum - prepare for your Data Science interview or get a refresher.

Python-Practicum Python Practicum - prepare for your Data Science interview or get a refresher. Data Data visualization using data on births from the

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OpenDrift is a software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere.

opendrift OpenDrift is a software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere. Do

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Analyzing Covid-19 Outbreaks in Ontario

My group and I took Covid-19 outbreak statistics from ontario, and analyzed them to find different patterns and future predictions for the virus

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Numerical Analysis toolkit centred around PDEs, for demonstration and understanding purposes not production

Numerics Numerical Analysis toolkit centred around PDEs, for demonstration and understanding purposes not production Use procedure: Initialise a new i

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small package with utility functions for analyzing (fly) calcium imaging data

fly2p Tools for analyzing two-photon (2p) imaging data collected with Vidrio Scanimage software and micromanger. Loading scanimage data relies on scan

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GWpy is a collaboration-driven Python package providing tools for studying data from ground-based gravitational-wave detectors

GWpy is a collaboration-driven Python package providing tools for studying data from ground-based gravitational-wave detectors. GWpy provides a user-f

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Statistical Analysis 📈 focused on statistical analysis and exploration used on various data sets for personal and professional projects.

Statistical Analysis 📈 This repository focuses on statistical analysis and the exploration used on various data sets for personal and professional pr

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Creating a statistical model to predict 10 year treasury yields

Predicting 10-Year Treasury Yields Intitially, I wanted to see if the volatility in the stock market, represented by the VIX index (data source), had

10 Oct 27, 2021
Data Competition: automated systems that can detect whether people are not wearing masks or are wearing masks incorrectly

Table of contents Introduction Dataset Model & Metrics How to Run Quickstart Install Training Evaluation Detection DATA COMPETITION The COVID-19 pande

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We're Team Arson and we're using the power of predictive modeling to combat wildfires.

We're Team Arson and we're using the power of predictive modeling to combat wildfires. Arson Map Inspiration There’s been a lot of wildfires in Califo

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Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging

Larch: Data Analysis Tools for X-ray Spectroscopy and More Documentation: http://xraypy.github.io/xraylarch Code: http://github.com/xraypy/xraylarch L

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A Python Tools to imaging the shallow seismic structure

ShallowSeismicImaging Tools to imaging the shallow seismic structure, above 10 km, based on the ZH ratio measured from the ambient seismic noise, and

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