feifeiwww / 20220726_Databricks_Demo_Transfer_Learning_with_MLflow
We will go hands-on with an image classification demo using transfer learning, while leveraging MLflow to track our model experiments on Databricks
☆8Updated 2 years ago
Related projects: ⓘ
- Feature engineering package with sklearn like functionality☆47Updated 2 weeks ago
- ☆70Updated 4 months ago
- summarytools in jupyter notebook☆81Updated 3 weeks ago
- Materials for the AI Dev 2024 conference workshop "Deploy and Monitor ML Pipelines with Python, Open Source, and Free Applications"☆87Updated this week
- Cleaning Data for Effective Data Science, published by Packt☆95Updated last year
- ☆30Updated 4 months ago
- ☆11Updated 3 months ago
- How to Interpret SHAP Analyses: A Non-Technical Guide☆42Updated 2 years ago
- Forecasting: Principles and Practice☆30Updated 3 years ago
- Slides for "Feature engineering for time series forecasting" talk for DataTalks.Club given in August 2022.☆24Updated last year
- Code samples for the Effective Data Science Infrastructure book☆106Updated last year
- Forecasting Time-Series Data with Facebook Prophet, published by Packt☆99Updated last year
- Logistic Regression technique in machine learning both theory and code in Python. Includes topics from Assumptions, Multi Class Classific…☆14Updated 2 years ago
- Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt☆183Updated last year
- Slides for "Feature engineering for time series forecasting" talk☆57Updated last year
- 6 week-long Python hands-on MLOps Bootcamp following a real-life industry scenario.☆31Updated 3 years ago
- An end-to-end project on customer segmentation☆80Updated last year
- A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)☆67Updated last year
- Forecast the US demand for electricity☆98Updated 2 years ago
- Customer Base Analysis with Recurrent Neural Networks☆18Updated 2 years ago
- References to the Medium articles☆85Updated last year
- Alternate cross validation approach for ALS models with implicit ratings utilizing an expected percent ranking metric for model performan…☆24Updated 6 years ago
- Example repo to kickstart integration with mlflow recipes.☆38Updated 2 weeks ago
- Code repository for the book feature selection in machine learning☆23Updated 4 months ago
- Applied Time Series Analysis and Forecasting☆166Updated last year
- Papers and Resources on running A/B Experiments☆87Updated 2 years ago
- Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign☆26Updated last year
- ☆144Updated 2 years ago
- A collection of resources for learning and research.☆85Updated 10 months ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…☆59Updated last year