Pinned Repositories
article-classifier
ML-TF model that labels uploaded articles.
cohort-retention-rate
This project demonstrates a cohort retention rate analysis.
customer_segmentation_kmeans
In this data science exercise I show a standard method to how a company can differentiate it's customers using the k-means clustering method.
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
data-science
Here I will post my data science projects.
nlp-document-automation
In this project we use natural language processing techniques such as sentiment analysis, named entity recognition, and text classification to automatically categorize and route customer inquiries.
reduce-waste-app
In this project we connect a kitchen scale to a server via Bluetooth and create an app that tracks your family's waste.
speech2text-whisper
Speech-to-text application powered by OpenAI's Whisper transformer. Automatic language detection, just specify which model you want to use (eg 'tiny', 'base', 'medium', 'large') for better performance.
system-design
This project entails system design blueprints of popular services.
tf-content-moderation
This solution written in Python (Tensorflow) can help a social media platform to automatically detect and remove offensive or harmful content from its platform, improving user experience, and the safety of the community.
rcfberg's Repositories
rcfberg/reduce-waste-app
In this project we connect a kitchen scale to a server via Bluetooth and create an app that tracks your family's waste.
rcfberg/article-classifier
ML-TF model that labels uploaded articles.
rcfberg/cohort-retention-rate
This project demonstrates a cohort retention rate analysis.
rcfberg/customer_segmentation_kmeans
In this data science exercise I show a standard method to how a company can differentiate it's customers using the k-means clustering method.
rcfberg/data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
rcfberg/data-science
Here I will post my data science projects.
rcfberg/nlp-document-automation
In this project we use natural language processing techniques such as sentiment analysis, named entity recognition, and text classification to automatically categorize and route customer inquiries.
rcfberg/speech2text-whisper
Speech-to-text application powered by OpenAI's Whisper transformer. Automatic language detection, just specify which model you want to use (eg 'tiny', 'base', 'medium', 'large') for better performance.
rcfberg/system-design
This project entails system design blueprints of popular services.
rcfberg/tf-content-moderation
This solution written in Python (Tensorflow) can help a social media platform to automatically detect and remove offensive or harmful content from its platform, improving user experience, and the safety of the community.
rcfberg/dev_portfolio
rcfberg/encryption_aes256
This is a simple encryption aes256 algorithm made in Javascript.
rcfberg/freelancing-in-finland
The ultimate resource for transitioning to freelancing for software developers 👩💻🇫🇮
rcfberg/hashing_function
A simple hashing algorithm
rcfberg/public-apis
A collective list of free APIs
rcfberg/ResearchPublic
Recent papers and supplementary material
rcfberg/Sentiment-Analysis-Topic-Modeling-for-Hotel-Reviews
Web Scraping, Sentiment Analysi, Latent Dirichlet Allocation (LDA) topic modelling
rcfberg/social-network-analysis
This project analyses networks of anonymised FB-users.
rcfberg/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
rcfberg/tf-patient-physician-matching-algorithm
This Tensorflow matching algorithm uses Adam optimizer to match a physician with a patient based on the physician's medical expertise with the patient's reported illness. Additionally, the end product allows the end-user to sort physicians based on their hourly rate and ratings.
rcfberg/TFJS-object-detection
Real-time custom object detection in the browser using tensorflow.js
rcfberg/todo-app
A simple todo-webapp made in Vuetify
rcfberg/unit_test
This programme demonstrates how a unit test works.
rcfberg/weather-app
A simple weather app that connects to the Open Weather Map api.