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Studying hard!
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Studying hard!

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olgarozhdestvina/README.md

I am a motivated and team-oriented Data Analyst, who enjoys working hard to continuously expand her skill set.

Key Projects

Project Short Description
Wind Turbine Power Production - Machine Learning and Neural Networks approach A web service in a Docker container that makes accurate predictions of wind turbine power from given wind speed, as well as Jupyter Notebook comparing three models, Polynomial interpolation, Decision Tree and Neural Networks.
Wind Turbine Power Production - Regression approach Two models, Simple Linear Regression and Polynomial Regression, that make predictions of wind turbine power from given wind speed. Each model is implementated using NumPy and SciPy libraries.
Machine Learning and Statistics Tasks - Calculating square root of 2 to 100 decimal places without Python libraries
- Verifying the Chi-squared value
- Python analysis of standard deviation in Microsoft Excel: STDEV.P vs STDEV.S
- Iris k-Nearest Neighbours
Fundamentals of Data Analysis Tasks - A dictionary of unique items with the number of appearance from a list without Python libraries
- Dice roll simulation
- Flip a coin simulation
- Simpson’s paradox
Sorting Algorithms An application to benchmark five different sorting algorithms: Insertion Sort, Quicksort, Heap Sort, Bucket Sort and Introsort, with a report introducing the algorithms and analysing their implementation and benchmarking.
Dental Clinic CRUD dentist / patient management web application built using Flask with a REST API and MySQL database. The application hosted online on PythonAnywhere here.
Shop Simulator Three programs simulating a shop employing C Procedural Programming, Python Procedural Programming and Java Object Oriented Programming, as well as a report outlining similarities and differences between the procedural and the object-oriented approach.

Let's Connect!

Olga Rozhdestvina
📫 olgarozhdestvina@gmail.com

Pinned Loading

  1. Data-Representation-Project Data-Representation-Project Public

    CRUD dentist/ patient management web application

    JavaScript

  2. Fundamentals-of-Data-Analysis-Project Fundamentals-of-Data-Analysis-Project Public

    Wind Turbine Power Production

    Jupyter Notebook 3 2

  3. Machine-Learning-and-Statistics-Project Machine-Learning-and-Statistics-Project Public

    Wind Turbine Power Production

    Jupyter Notebook

  4. Multi-paradigm-Programming Multi-paradigm-Programming Public

    Multi-paradigm Programming Module 2020

    Java

  5. Applied-Databases Applied-Databases Public

    Project on MySQL, PostgreSQL and MongoDB

    Python

  6. Air-Pollution-in-Dublin Air-Pollution-in-Dublin Public

    Programming for Data Analysis

    Jupyter Notebook