In this repository, I document my journey through the Master of Data Science program at Warsaw University of Technology, which was fully funded by the Polish National Agency for Academic Exchange (NAWA) and successfully completed from October 2021 to October 2023. This repository serves as a comprehensive record of my academic and personal growth during this period. 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.

Note: This repository is not allowd to Fork:)

Semester 01 (Winter 2021/22)

1. Data Processing in R and Python
2. Introduction to Machine Learning
3. Introduction to Image Processing and Computer Vision
4. BI Analyst
5. Computer Statistics
6. Unix Fundamentals
7. Group Project
8. Electronic Principles
9. Data Transmission

Semester 02 (Summer 2022)

1. Advanced Machine Learning
2. Deep Learning
3. Optimization in Data Analysis
4. Data Exploration and Visualization
5. Artificial Intelligence Fundamentals
6. Cloud Computing

Semester 03 (Winter 2022/23)

1. Social Networks and Recommendation System
2. Natural Language Processing
3. Big Data Analytics
4. Introduction to Bioinformatics
5. Diploma Seminar I
6. Management of Organisation and Intellectual Property in ICT Industry
7. Legal Risks and Compliance in ICT Industry

Semester 04 (Summer 2023)

1. Data Science Workshop
2. Diploma Seminar II
3. Element of Modern Physics
4. Master's Thesis