Pinned Repositories
100-million-rows-with-spark
Is it feasable to train a model on 100 million ratings using nothing more than a common laptop? Let's find out.
billion_taxi_trips
Predicting the Fare on a Billion Taxi Trips with BigQuery. How long time does it take and how much does it cost to analyse and train a model on a billion taxi trips in the cloud?
CancerSEEK
Cancer detection through a blood test (CancerSEEK) using machine learning techniques.
Exoplanets-DeepLearning
Master’s Thesis. Predicting stellar parameters to detect nearby exoplanets using a deep learning approach on billions of data points.
melanoma-skin-cancer
There were around 300k newly diagnosed melanoma and one million non-melanoma skin cancer cases worldwide in 2018. The numbers are estimated to increase in the coming years. The ability to quickly and accurately check a spot on the skin has the potential to benefit millions of people. We will test the idea whether it's possible to distinguish melanoma from non-melanoma skin cancer using deep learning techniques.
mlops-credit-risk
MLOps for deploying a Credit Risk model
JakobLS's Repositories
JakobLS/mlops-credit-risk
MLOps for deploying a Credit Risk model
JakobLS/100-million-rows-with-spark
Is it feasable to train a model on 100 million ratings using nothing more than a common laptop? Let's find out.
JakobLS/CancerSEEK
Cancer detection through a blood test (CancerSEEK) using machine learning techniques.
JakobLS/Exoplanets-DeepLearning
Master’s Thesis. Predicting stellar parameters to detect nearby exoplanets using a deep learning approach on billions of data points.
JakobLS/billion_taxi_trips
Predicting the Fare on a Billion Taxi Trips with BigQuery. How long time does it take and how much does it cost to analyse and train a model on a billion taxi trips in the cloud?
JakobLS/spotify-song-popularity
What makes a Song Popular on Spotify? My father compose music and was curious to know whether popular songs possess some typical characteristics. Let's see if we can find that out using common data science tools.
JakobLS/chartify
Python library that makes it easy for data scientists to create charts.
JakobLS/claimed
JakobLS/data-centric-ai
Resources for Data Centric AI
JakobLS/data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
JakobLS/datasets
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
JakobLS/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
JakobLS/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
JakobLS/django
The Web framework for perfectionists with deadlines.
JakobLS/djangoforbeginners
Source code for Django For Beginners
JakobLS/facets
Visualizations for machine learning datasets
JakobLS/fraud-detection-handbook
Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook
JakobLS/gitignore
A collection of useful .gitignore templates
JakobLS/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
JakobLS/mlops-on-gcp
JakobLS/MLOps_Zoomcamp
MLOps hands-on notes, notebooks and scripts of months of learning
JakobLS/portfolio-website
Personal website: https://www.jakobsalomonsson.com
JakobLS/pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
JakobLS/Spotify-streams
Interactive visualisation of Spotify Streams in Europe & North America during 2017-2021.
JakobLS/streamlit
Streamlit — The fastest way to build data apps in Python
JakobLS/summvis
SummVis is an interactive visualization tool for text summarization.
JakobLS/the-algorithm
Source code for Twitter's Recommendation Algorithm
JakobLS/TidyTuesday
TidyTuesday Plots
JakobLS/training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
JakobLS/vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud