Title: P1: MLOps course, MLFlow [2024-05-29 Wed]
And I wrote code that enhance โšก๏ธ word-capitalize โšก๏ธ
command to capitalize first letter of current line and
current word.
๐Ÿ˜ถ #dailyreport #mlopszoomcamp #zoomcamp #emacs #ml #mlops

Title: P0: MLOps course, MLFlow [2024-05-29 Wed]
Today I have been learning MLFlow and doing homework in
MLOps Zoomcamp course. โ˜ฏ

MLFlow is much more interesting for me than Kubeflow.
MLFlow just store artifacts and all data and track
experiments. (โ€ห†แด—ห†)

Next target for me is to learn DVC and A/B testing. โ›ณ

For Emacs I learned how to execute code remotely from Org
src block, you just add :dir with /ssh:host: โง‚ #dailyreport #mlopszoomcamp #zoomcamp #emacs #ml #mlops

Title: P1: MLOps course, MLFlow [2024-05-29 Wed]
And I wrote code that enhance โšก๏ธ word-capitalize โšก๏ธ
command to capitalize first letter of current line and
current word.
๐Ÿ˜ถ #dailyreport #mlopszoomcamp #zoomcamp #emacs #ml #mlops

Title: P0: MLOps course, MLFlow [2024-05-29 Wed]
Today I have been learning MLFlow and doing homework in
MLOps Zoomcamp course. โ˜ฏ

MLFlow is much more interesting for me than Kubeflow.
MLFlow just store artifacts and all data and track
experiments. (โ€ห†แด—ห†)

Next target for me is to learn DVC and A/B testing. โ›ณ

For Emacs I learned how to execute code remotely from Org
src block, you just add :dir with /ssh:host: โง‚ #dailyreport #mlopszoomcamp #zoomcamp #emacs #ml #mlops

๐Ÿš•๐Ÿ’ก The model is up and running! It predicts ride durations for NY Yellow Taxi trips, and Iโ€™m loving the MLOps journey. Now focusing on deploying the model and automating the process. #DataScience #AI #MachineLearning #MLOps #ZoomCamp #DataTalksClub
๐Ÿ“Š๐Ÿ’ป Just completed the linear regression model to predict ride durations based on data from Jan-Feb 2023. Now on to tuning and integrating the model into a Docker container. Next steps ahead! #MachineLearning #DataScience #MLOps #ZoomCamp #DataTalksClub
๐Ÿ—ฝ๐Ÿš– Starting with the NY Yellow Taxi dataset from Jan-Feb 2023! Preparing to build a regression model to predict ride durations. Time to dive into the data and start exploring! #MLOps #ZoomCamp #DataTalksClub #MachineLearning
๐ŸŒŸ Just wrapped up the homework for Batch 5 of the Zoomcamp!
I processed and analyzed the yellow_tripdata_2024-10.parquet and taxi_zone_lookup.csv datasets using PySpark and Spark SQL. Feels great to finish a hands-on project! ๐Ÿ†
#DataEngineering #Zoomcamp #DataTalks #ETL #PySpark #SparkSQL
๐Ÿ“ˆ Spark SQL is amazing!
Today I worked on SQL queries within PySpark to analyze and transform large datasets. This is such a powerful tool for data engineering! ๐Ÿš€
#DataEngineering #Zoomcamp #PySpark #DataTalks #SparkSQL
๐Ÿ’ฅ Today, I started using Spark on GCP with PySpark.
Worked with yellow_tripdata_2024-10.parquet and taxi_zone_lookup.csv to process data. Learning how Spark handles big data in the cloud is incredible! ๐Ÿš—
#DataEngineering #Zoomcamp #DataTalks #PySpark #BigData #Spark