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Author: Yvonne Wambui

Data enthusiast who looks at ways to integrate machine learning to our day to day life. Mostly interested with the intersection of AI and Sports
Data Engineering Zoomcamp – Week 7 (Project)
Big Data

Data Engineering Zoomcamp – Week 7 (Project)

Posted on April 4, 2022August 8, 2023 by Yvonne Wambui

I had to skip week 6 about Kafka since it needed a lot of time and because I was not going to use it in…

Data Engineering Zoomcamp — Week 5 (Spark)
Big Data

Data Engineering Zoomcamp — Week 5 (Spark)

Posted on March 14, 2022June 6, 2022 by Yvonne Wambui

This week’s lesson was weird since I, like other people who have not yet had data greater than a TB to work with, don’t understand…

Data Engineering ZoomCamp — Week 4 (DBT with BigQuery)
Big Data

Data Engineering ZoomCamp — Week 4 (DBT with BigQuery)

Posted on March 3, 2022June 6, 2022 by Yvonne Wambui

Following week 3 I had a lot of question about how you build Applications and Visualizations on top of BigQuery. With DBT the whole process…

Data Engineering Zoomcamp — Week 3 (Data Warehouse)
Big Data

Data Engineering Zoomcamp — Week 3 (Data Warehouse)

Posted on February 24, 2022June 6, 2022 by Yvonne Wambui

Week 3 was about data warehousing, working on the data that was ingested in the week 2. We will take the already ingested data and…

Data Engineering Zoomcamp – Data Ingestion (Week 2)
Big Data

Data Engineering Zoomcamp – Data Ingestion (Week 2)

Posted on February 14, 2022June 6, 2022 by Yvonne Wambui

Following last weeks blog, we move to data ingestion. We already had a script that downloaded a csv file, processed the data and pushed the…

Big Data

Animated Bar Graphs

Posted on June 24, 2019June 6, 2022 by Yvonne Wambui

In recent times there has been a surge in animated bar graphs visualization. They are mainly used to show how certain events changed overtime. At…

Big Data

Using Datamaps for Animating Maps Overtime

Posted on November 20, 2018June 6, 2022 by Yvonne Wambui

The past week the data team was tasked with visualizing map statistics over a map. This seems easy for anyone who has used D3.js, but…

Flask + Plotly Dashboard
Big Data

Flask + Plotly Dashboard

Posted on August 7, 2018June 6, 2022 by Yvonne Wambui

Last week I had 3 days to come up with a visualization dashboard. My backend choice was flask (we are inseparable) however I had to…

Road to Sub-2 hour Marathon – Eliud Kipchoge
Big Data

Road to Sub-2 hour Marathon – Eliud Kipchoge

Posted on May 29, 2018June 6, 2022 by Yvonne Wambui

Eliud Kipchoge was born on the 5th of November 1984 in Kapsisiywa, Nandi District, Kenya. He rose to fame in 2003, when he won the…

Road to Sub-2-Hour Marathon – Analysis of NYC Marathon Data
Big Data

Road to Sub-2-Hour Marathon – Analysis of NYC Marathon Data

Posted on April 3, 2018June 6, 2022 by Yvonne Wambui

Every marathon fan and stakeholder cannot wait for the athletes to break 2-hour barrier. The closest they have come is Eliud Kipchoge’s 2:00:25 in Monza.…

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