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
Using approximate bayesian posteriors in deep nets for active learning

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DefAP is a program developed to facilitate the exploration of a material's defect chemistry

DefAP is a program developed to facilitate the exploration of a material's defect chemistry. A large number of features are provided and rapid exploration is supported through the use of autoplotting

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EOD Historical Data Python Library (Unofficial)

EOD Historical Data Python Library (Unofficial) https://eodhistoricaldata.com Installation python3 -m pip install eodhistoricaldata Note Demo API key

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Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).

PandasVault ⁠— Advanced Pandas Functions and Code Snippets The only Pandas utility package you would ever need. It has no exotic external dependencies

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Analytical view of olist e-commerce in Brazil

Analysis of E-Commerce Public Dataset by Olist The objective of this project is to propose an analytical view of olist e-commerce in Brazil. For this

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The micro-framework to create dataframes from functions.

The micro-framework to create dataframes from functions.

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PyTorch implementation for NCL (Neighborhood-enrighed Contrastive Learning)

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RUCAIBox 73 Jan 03, 2023
Datashredder is a simple data corruption engine written in python. You can corrupt anything text, images and video.

Datashredder is a simple data corruption engine written in python. You can corrupt anything text, images and video. You can chose the cha

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Data cleaning tools for Business analysis

Datacleaning datacleaning tools for Business analysis This program is made for Vicky's work. You can use it, too. 数据清洗 该数据清洗工具是为了商业分析 这个程序是为了Vicky的工作而

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PrimaryBid - Transform application Lifecycle Data and Design and ETL pipeline architecture for ingesting data from multiple sources to redshift

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PATC: Introduction to Big Data Analytics. Practical Data Analytics for Solving Real World Problems

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Intercepting proxy + analysis toolkit for Second Life compatible virtual worlds

Hippolyzer Hippolyzer is a revival of Linden Lab's PyOGP library targeting modern Python 3, with a focus on debugging issues in Second Life-compatible

Salad Dais 6 Sep 01, 2022
BasstatPL is a package for performing different tabulations and calculations for descriptive statistics.

BasstatPL is a package for performing different tabulations and calculations for descriptive statistics. It provides: Frequency table constr

Angel Chavez 1 Oct 31, 2021
Important dataframe statistics with a single command

quick_eda Receiving dataframe statistics with one command Project description A python package for Data Scientists, Students, ML Engineers and anyone

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Elasticsearch tool for easily collecting and batch inserting Python data and pandas DataFrames

ElasticBatch Elasticsearch buffer for collecting and batch inserting Python data and pandas DataFrames Overview ElasticBatch makes it easy to efficien

Dan Kaslovsky 21 Mar 16, 2022
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

J. W. Dell 0 Mar 13, 2022
This tool parses log data and allows to define analysis pipelines for anomaly detection.

logdata-anomaly-miner This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis wit

AECID 32 Nov 27, 2022
A simple and efficient tool to parallelize Pandas operations on all available CPUs

Pandaral·lel Without parallelization With parallelization Installation $ pip install pandarallel [--upgrade] [--user] Requirements On Windows, Pandara

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BAyesian Model-Building Interface (Bambi) in Python.

Bambi BAyesian Model-Building Interface in Python Overview Bambi is a high-level Bayesian model-building interface written in Python. It's built on to

861 Dec 29, 2022
Collections of pydantic models

pydantic-collections The pydantic-collections package provides BaseCollectionModel class that allows you to manipulate collections of pydantic models

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