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

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
collect training and calibration data for gaze tracking

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Python for Data Analysis, 2nd Edition

Python for Data Analysis, 2nd Edition Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media Buy

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CINECA molecular dynamics tutorial set

High Performance Molecular Dynamics Logging into CINECA's computer systems To logon to the M100 system use the following command from an SSH client ss

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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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Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.

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[CVPR2022] This repository contains code for the paper "Nested Collaborative Learning for Long-Tailed Visual Recognition", published at CVPR 2022

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nrgpy is the Python package for processing NRG Data Files

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An Indexer that works out-of-the-box when you have less than 100K stored Documents

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Intake is a lightweight package for finding, investigating, loading and disseminating data.

Intake: A general interface for loading data Intake is a lightweight set of tools for loading and sharing data in data science projects. Intake helps

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Multiple Pairwise Comparisons (Post Hoc) Tests in Python

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💬 Python scripts to parse Messenger, Hangouts, WhatsApp and Telegram chat logs into DataFrames.

Chatistics Python 3 scripts to convert chat logs from various messaging platforms into Pandas DataFrames. Can also generate histograms and word clouds

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API>local_db>AWS_RDS - Disclaimer! All data used is for educational purposes only.

APIlocal_dbAWS_RDS Disclaimer! All data used is for educational purposes only. ETL pipeline diagram. Aim of project By creating a fully working pipe

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A variant of LinUCB bandit algorithm with local differential privacy guarantee

Contents LDP LinUCB Description Model Architecture Dataset Environment Requirements Script Description Script and Sample Code Script Parameters Launch

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MapReader: A computer vision pipeline for the semantic exploration of maps at scale

MapReader A computer vision pipeline for the semantic exploration of maps at scale MapReader is an end-to-end computer vision (CV) pipeline designed b

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Validation and inference over LinkML instance data using souffle

Translates LinkML schemas into Datalog programs and executes them using Souffle, enabling advanced validation and inference over instance data

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statDistros is a Python library for dealing with various statistical distributions

StatisticalDistributions statDistros statDistros is a Python library for dealing with various statistical distributions. Now it provides various stati

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Randomisation-based inference in Python based on data resampling and permutation.

Randomisation-based inference in Python based on data resampling and permutation.

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Exploring the Top ML and DL GitHub Repositories

This repository contains my work related to my project where I scraped data on the most popular machine learning and deep learning GitHub repositories in order to further visualize and analyze it.

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