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Name: Ilona Brinkmeier

Type: User

Location: Hamburg - Germany

Blog: www.linkedin.com/in/ilona-brinkmeier

Ilona Brinkmeier's Projects

building-an-ml-pipeline-for-short-term-rental-prices

We need to estimate the typical price for a given property based on the price of similar properties and build an end-to-end pipeline that can be reused for that prediction task.

cnn_dog-breeds_classifier_master

CNN classification: If a dog is detected in the image, it will provide an estimate of the dog's breed. If a human is detected, it will provide an estimate of the dog breed that is most resembling.

cnn_thorax-pneumonia_classifier

Deep learning: Chest X-ray images are classified being normal or pneumonia ones by using CNN networks.

customer-segmentation-and-classification-master

Unsupervised- and supervised learning tasks for real company data files including data pre-processing, dimensionality reduction, clustering and customer classification prediction.

customer_churn_classifier_master

We implement MLOps learnings to identify credit card customers that are most likely to churn.

dashappcourse

Repository for Plotly-Dash course exercises

egypt-pharaoh-hieroglyphs

Python/Plotly-Dash web application informs about most important egypt pharaoh names of BC dynasties.

genre_classification

One exercise of Udacity class ML workflows

This project delivers a CLI script and a simple Flask app. Object-oriented concepts (e.g. strategy design pattern implementation), PEP8 code style and PEP257 docstring conventions are the main focus. Security checks are conducted with Snyk.

music_datamodelling_with_apachecassandra

We model .csv music event data with NoSQL Apache Cassandra.

nearearthobjects_cli

Search for and explore NEOs using data from NASA/JPL's Center.

nlp_disaster_messages_relief_master

Emergency messages are prepared via ETL and ML pipeline to build a supervised learning model for a Flask API that classifies them.

openai-gym_taxi-v2-miniproject

Reinforcement learning: We teach a taxi agent to navigate through its gridworld by using the OpenAI Gym's Taxi-v2 environment.

postgres_data_modeling

We create a Postgres database schema and Python ETL pipeline for music streaming analysis.

recommendations_with_ibm_master

We analyse the interactions that users have with articles on the IBM Watson Studio platform, and make recommendation proposals to them about new articles they would like.

render-cloud-example

Testing example for render CI/CD services

rl_quadcopter_master

Reinforcement learning project: Train a quadcopter how to fly by using an actor-critic method (simulation of a flight task).

rnn_generate-tv-scripts

Generates an original TV script by using a recurrent neural network with LSTM cells which has been trained on existing scripts.

us_censusdata_classifier_pipelinewithdeployment

MLOps pipeline including CI/CD actions with deployment to Render of an ML classifier for public, imbalanced US Census Bureau dataset.

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