This repository is for completed projects and code snippets from Codecademy Data Science Career Path: https://www.codecademy.com/learn/paths/data-science, freeccodeCamp Data Analysis with Python https://www.freecodecamp.org/learn/data-analysis-with-python/ and Master Course at Beuth University of Applied Sciences Berlin
Hi there!
After a Bachelor Degree in Computer Science with a focus on music technology and during my Master degree in Media Informatics, I'm intensively learning to code and interested in data science, software engineering and web design aiming to be hired in 2022. This repository is for completed projects and code snippets from various Data Science classes.
I've learned, practiced and successfully applied following skills & topics:
- Command Line Commands
- Learn Git Course
- Python 3
- R Example 1
- Python Objects and Classes
- Linear Data Structures
- Complex Data Structures
- Asymptotic Notation
- Recursion with Python
- Numpy Basic Concepts Example 1 Example 2
- SQL
- Data Acquisition
- Web Scraping
- Data Manipulation with Pandas Example 1 Example 2
- Cleaning Data
- Hypothesis Testing
- Data Visualization
- Natural Language Processing
- Foundations of Machine Learning: Supervised Learning
- Foundations of Machine Learning: Unsupervised Learning
- Foundations of Deep Learning
List of projects:
-
Hurricane Analysis Challenge (Python): This project aimed to use the basics of Python programming (dictionaries, loops, conditionals, etc.) to analyze data and put it into context.
-
Linear Regression (Python): In this project, I combine my knowledge of lists, loops, and syntax to help a mad scientist perform some calculations on his data.
-
Censor Dispenser (Python): Small Tool which reads Text out of a PDF File, censors sensible Information like Names, bithdates etc. and writes the whole text in another or new file.
Hope this repo will help you to assess my coding skills or will be just fun for you to play with.
Fill free to contact me via LinkedIn: https://www.linkedin.com/in/anette-haferkorn/ Follow me on twitter: @AnetteHaferkorn