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The Tech Canvas Experimenters Hub is an interdisciplinary repository for collaborative projects spanning various fields, such as hardware like Arduino UNO, financial engineering, machine learning, natural language processing, and the corresponding mathematical foundations for all fields.

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Exploratory Tech Studio

📰 About the project

This project is an interdisciplinary repository for collaborative projects spanning various fields, such as hardware (like Arduino UNO), financial engineering, machine learning, natural language processing, and the corresponding mathematical foundations for all these fields. This repository serves as a platform for sharing and developing projects that integrate principles from these diverse disciplines, fostering innovation and collaboration at the intersection of technology and science.

📓 Content overview

.
├── tech-canvas/ - projects overview
    ├── arduino-uno/ - projects realized with the arduino uno board
        ├── analog_voltage_monitor/ - reads an analog voltage from pin A0, converts it to a voltage value
        ├── cw_to_hp/ - convert kilowatt to horsepower
        ├── digital_clock/ - a digital clock showing seconds, minuites and hours
        ├── frequency_measurement/ - measure frequency in Hz and KHz
        ├── measure_temperature_and_humidity/ - measure temperature and humidity
        └── traffic_light/ - fully working traffic light system
    ├── financial-engineering/ - projects related to the fintech industry
        ├── financial-reporting/
            └── us-gaap/ - projects related to calculations regarding the US GAAP
        └── quantitative-finance/ projects related to quantitative finance
    ├── machine-learning/ - projects related to ml
        ├── detecting-credit-card-fraud/ - implementation and test case of linked list
        ├── image-classification/ - implementation and test case of linked list
        ├── image-creation/ - implementation and test case of linked list
        └── movie-recommendation-system/ - implementation and test case of linked list
    └── natural-language-processing/ - nlp projects
        ├── big-data-processing/ - word count, movie recommendation
        ├── cfg-sentence-parser/ - parsing sentences using context-free grammar
        ├── clinical-text-analysis-for-healthcare/ - named entity recognition on clinical data
        ├── financial-news-sentiment-analysis/ - scrape financial news from bloomberg news
        ├── legal-document-classifier-with-bert/ - classify legal documents   
        ├── nlp-code-review/ - code review based on docstrings
        ├── nlp-with-ebooks/ - various nlp techniques on ebooks
        ├── semantic-search-engine/ - semantic search engine using Apache Solr and BERT-based embeddings
        └── twitter-engagement-analysis/ - analyze engagement metrics from Twitter data            
├── .gitignore - list of files not tracked by github
├── CODE_OF_CONDUCT.md - project code of conduct
├── COPYRIGHT - project copyright
├── LICENSE - project license
└── README.md - project information

🏃 Getting started

To get started with the projects, please explore:

📚 Resources used to create this project

🔖 License

This project is licensed under the terms of the MIT License.

©️ Copyright

See the COPYRIGHT file for copyright and licensing details.

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The Tech Canvas Experimenters Hub is an interdisciplinary repository for collaborative projects spanning various fields, such as hardware like Arduino UNO, financial engineering, machine learning, natural language processing, and the corresponding mathematical foundations for all fields.

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