A Potpourri of Data Science Topics for Analysts
Heike Maria
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2021
September
From localhost to a web server - How to host your Streamlit App on Heroku (for free)
January
A Gentle Intro to the Basic Architecture of Message Brokers: RabbitMQ vs. Kafka
2020
November
Intro into APIs: How to access data from public REST APIs with `curl`
October
Pointwise, Pairswise and Listwise Learning to Rank Models - Three Approaches to Optimize Relative Ordering
September
AI-Machine-Learning-Buzzword-Bingo
August
The Intuition of Word Embeddings: How you Teach A Computer to Understand Text
July
Jupyter Notebooks: Boost your productivity with Extensions and Magic Commands
June
Mastering ElasticSearch Queries If You Have Only Worked With SQL Before
How the Inverted Index and Scoring Work in ElasticSearch
Working with Complex Datatypes in Hive
2019
September
Plotting with Seaborn
August
Mastering Data Preparation with Pandas: Subsetting, Filtering and Joining DataFrames
2018
December
Everything You Need to Know to Use Git for Version Control
Automatically changing the R working directory on Mac OS to source file location
November
Formatting tables in R Markdown with kableExtra
Heike Maria
Data Science @ Xing GmbH
Germany