ADEO Dev x Data x PMS 2024

New day - New data framework! It so hard to stay tuned with fast changing data world.
Today Ray framework is gaining a lot of popularity and trust in the data community - OpenAI, Netflix, Uber use it train their models. Now Adeo?!
We will share our journey on trying to bypass the CPU / RAM limitations and increasing efficiency of model training and data processing.
This presentation is for you if you want:
- Seamlessly switch between Pandas, TensorFlow, and LightGBM.
- Accelerate training and serving for lightning-fast results.
- Optimize memory consumption and boost efficiency.
- Unlock parallelization at every stage.
- Enhance I/O performance with BigQuery and GCS.
- Dream of tuning and serving your own LLMs.