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downloading folders from google drive.

I wanted to download some course material on RL shared by the author via Google drive using the command line.  I got a bunch of stuff using wget a folder in google drive was a challenge. I looked it up in SO which gave me a hint but no solution. I installed gdown using pip and then used: gdown --folder --continue https://drive.google.com/drive/folders/1V9jAShWpccLvByv5S1DuOzo6GVvzd4LV if there are more than 50 files you need to use --remaining-ok and only get the first 50. In such a case its best to download using the folder using the UI and decompress locally. Decompressing from the command line created errors related to unicode but using the mac UI I decompressed without a glitch.
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Metrics of Key Performance Indicators

Key Performance Indicators Key Performance Indicators or KPIs provide summary statistics  for evaluation of operations in any number of business settings. Understanding a business' KPI helps managers focus on areas most in need of attention and these are easily communicated. Affiliate Programmes Affiliate programmes  fall into the B2B marketing category. The affiliated companies are different businesses active the same sector which do not necessarily compete. The Affiliates programs aims to market to other companies' client base where the companies are not in direct competition . These programs' business model work based on incentive schemes derived from revenue sharing , either one time or over the life time of the client. The advantage is to allow strategic alliances between companies while  reducing costs of marketing and advertising. sales (revenue) leads registrations   cost of acquisition number of affiliates Other common KPIs include: traffic...
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A Tale of Two Hackathons

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Hackathon TLV 2013 (Photo credit: Wikimedia Israel ) It was the best of times ... when due to a generous grant from WM.NL I was able to participate in the 2013 Mediawiki hackathon in Amsterdam . Hackathons are amazing. Regular hackathons in TLV are highly competitive but open source hackathons are incredible. There are unbelievable  levels of energy in these events and opportunities to reach out to very large numbers of participants. When Hackathons include teaching sessions they reduce the learning curves associated with learning new technology - an ever increasing hurdle to participation in FLOSS projects. If the hackathon sessions are taped they can be easily edited and become a powerful method for transferring institutional knowledge locked in the minds of experienced contractors. Once these videos are released they can be combined with tutorials and used for self-instruction by new hackers. Hackathon TLV 2013 (Photo credit: Wikimedia Israel ) As the 21...
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Popular posts from this blog

downloading folders from google drive.

I wanted to download some course material on RL shared by the author via Google drive using the command line.  I got a bunch of stuff using wget a folder in google drive was a challenge. I looked it up in SO which gave me a hint but no solution. I installed gdown using pip and then used: gdown --folder --continue https://drive.google.com/drive/folders/1V9jAShWpccLvByv5S1DuOzo6GVvzd4LV if there are more than 50 files you need to use --remaining-ok and only get the first 50. In such a case its best to download using the folder using the UI and decompress locally. Decompressing from the command line created errors related to unicode but using the mac UI I decompressed without a glitch.
Read more

Random Thoughts on Linear Regressions

Regression Analysis TLDR Regression is the oldest and most powerful tool in a data scientist's toolbox. Under ideal conditions multiple linear regression would be the best and only tool a data scientist would want to use... In reality you would use a modern nonparametric variant or a different algorithm. Still, the main ideas I . discuss here  will pop up in many other models and algorithms. This post is my brain dump on regression - I'll update it as time allows to cover the many aspects of this technique.
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SQL - Selection v.s. Projection

Selection and projection are two high level processes taking place when SQL queries are executed. Selection is choosing some records (rows) from a table and leaving others out. e.g. rows having name='oren'. Projection is the choosing some columns from each record and leaving others out. e.g. only name. So the select keyword performs projection while the where and keyword performs selection. Clearly the choice of using the keyword select for projection (choosing columns) rather than choosing rows, is an unfortunate flaw in the design of SQL, but this oversight is too well established to be fixed.
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