If these are the questions you’re asking yourself, then this is the article for you. Should you get a certificate or a certification? Which ones are the best for your current skill set and work experience? By collecting, cleaning, and analyzing data, you can find the most strategic and optimal course of action to achieve a specific goal.Īs a result, many aspiring and established professionals in the field of data analytics wonder which certification or certificate to choose to achieve their career objectives. So that’s it! Thanks for reading and feel free to leave any comments/questions below.Data analytics is all about using data to make the right decisions. 50 13 * * 4 cd /home/stefang/ & /usr/bin/Rscript -e 'rmarkdown::render('')' 00 18 * * 4 cd /home/stefang/ & /usr/bin/bash write_to_bucket.sh

Third, I configured Crontab to run the script every Thursday at 1:50 pm, preceded by the bash script at 6:00 pm (this gave me enough time in case the report took longer). #!/bin/bash cd /home cd stefang/ gcsfuse -implicit-dirs gcs-bucket/ sudo mv /output/ gcs-bucket/ #unmount GCS bucket fusermount -u gcs-bucket Second, I created a bash script that would change current directories, mount a GCS bucket, and upload my script’s output files (several CSVs and an HTML map file) to the bucket. The full process of setting this up also involves Cloud Functions and Pub/Sub. Cloud Scheduler allows us to limit our usage of our VM, keeping costs low and reducing any wasted energy. There were a few steps required for this task, which I will briefly sum up:įirst, I set up Cloud Scheduler to start/stop my instance at specific times each week.

I wanted to fully automate this process so that, unless I had new code to push, the script would run without me having to SSH into the instance. From this new directory, we can access all of our files (including any outputs from the script) via the shell.

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