Mastering data science: A ‘tweet sheet’

Data science tweet CSC Blogs

In my course, Mastering Data Science, I teach best practices for designing data-driven improvements, making them real and driving change in the enterprise. While some instructors might create a cheat sheet, I’ve chosen to create a Tweet Sheet. The Tweet Sheet provides an interactive summary of the course’s main ideas.

If you see something that resonates with you, just click the icon to tweet the message to your followers. You will be given the opportunity to make any changes you want before the message is posted. Each tweet will also include a graphic taken from the course material.

For those taking the class, the Tweet Sheet is an easy way to take and share notes. For those who have not yet taken the class, it’s an easy way to gauge interest. If you find yourself tweeting the content, you might want to take the course.

 

Part 1: How to get started on the journey to pro

Tweet: “Stack Thinking” puts #BigData focus on tech, not insight. http://oreil.ly/2cswii4 @jerryaoverton #RealDataSci
Tweet: “Utility Thinking” puts #BigData focus on insights. http://ctt.ec/6q6Ga+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/HxKSL1HBHJ “Utility Thinking” puts #BigData focus on insights. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: #DataScience is messy. Build #data pipelines EARLY. http://ctt.ec/334gb+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/KAKvDUJZSu #DataScience is messy. Build #data pipelines EARLY. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: Prof-grade #data pipelines: Collect⇢Clean⇢Automate→http://oreil.ly/2cswii4 @jerryaoverton [#StrataHadoop Course] pic.twitter.com/KAKvDUJZSu Prof-grade #data pipelines: Collect⇢Clean⇢Automate→http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]

 

Part 2: How to build (and execute) a data strategy

Tweet: Without #strategy, #bigdata risks becoming “cookie cutter”. http://ctt.ec/Pecc5+ @jerryaoverton #StrataHadoop pic.twitter.com/p54tR1lqxK Without #strategy, #bigdata risks becoming “cookie cutter” http://oreil.ly/2cswii4 @jerryaoverton #RealDataSci
Tweet: #Strategy saves from the tyranny of #BigData action http://ctt.ec/1oc58+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/x4u22aC66E #Strategy saves from the tyranny of #BigData action http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: With #BigData, rules help you play, #strategy helps you win. http://ctt.ec/Wl65B+ @jerryaoverton #StrataHadoop pic.twitter.com/v4Pwdw9mm1 With #BigData, rules help you play, #strategy helps you win. http://oreil.ly/2cswii4 @jerryaoverton #RealDataSci
Tweet: To build a #BigData #strategy, you need a map. http://ctt.ec/8dj9S+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/3vypEBkoND To build a #BigData #strategy, you need a map. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]

 

Part 3: How to write algorithms like a pro

Tweet: #MachineLearning algorithm: tool for getting evidence http://ctt.ec/6zgWa+ @jerryaoverton #StrataHadoop pic.twitter.com/76QAQIMUxc #MachineLearning algorithm: tool for getting evidence http://oreil.ly/2cswii4 @jerryaoverton #RealDataSci
Tweet: #MachineLearning by video, by example, and by #MOOC http://ctt.ec/Rh1l3+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/iCekVIfman #MachineLearning by video, by example, and by #MOOC http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: How #MachineLearning algorithms are really built. http://ctt.ec/i9Cd6+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/020N7uA8Gk How #MachineLearning algorithms are really built. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: Write the risky parts of #MachineLearning algorithms 1st. http://ctt.ec/cGe4K+ @jerryaoverton #StrataHadoop pic.twitter.com/XgPUa4zyY7 Write the risky parts of #MachineLearning algorithms 1st. http://oreil.ly/2cswii4 @jerryaoverton #RealDataSci
Tweet: It’s OK to hack #MachineLearning algorithms. http://ctt.ec/TiJQa+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/gcAEXYPffU It’s OK to hack #MachineLearning algorithms. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]

 

Part 4: How to experiment on an enterprise scale

Tweet: Enterprise-scale #DataScience 1/3: build pipelines. http://ctt.ec/6gfJ1+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/757wJGM5my Enterprise-scale #DataScience 1/3: build pipelines. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: Enterprise-scale #DataScience 2/3: run experiments. http://ctt.ec/6g9ef+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/37qSgElf2j Enterprise-scale #DataScience 2/3: run experiments. http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: Enterprise-scale #DataScience 3/3: generate insight http://ctt.ec/j8Ycs+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/oruBdtBNdT Enterprise-scale #DataScience 3/3: generate insight http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]

 

Part 5: The top 5 habits of a professional data scientist or engineer

Tweet: Tip 1/5 for #DataScience: Think 'Utility' http://ctt.ec/w4LXi+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/gnq2DTyyDs Tip 1/5 for #DataScience: Think ‘Utility’ http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet: Tip 2/5 for #DataScience: Stockpile #data @jerryaoverton http://ctt.ec/r9I21+ @jerryaoverton #StrataHadoop pic.twitter.com/dnjbgMny7i Tip 2/5 for #DataScience: Stockpile #data @jerryaoverton http://oreil.ly/2cswii4  @jerryaoverton #RealDataSci Course
Tweet: Tip 3/5 for #DataScience: Have a strategy http://ctt.ec/G4cw2+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/Cj9JreteAK Tip 3/5 for #DataScience: Have a strategy http://oreil.ly/2cswii4  @jerryaoverton [#RealDataSci Course]
Tweet: Tip 4/5 for #DataScience: The art of the hack http://ctt.ec/3y13T+ @jerryaoverton [#StrataHadoop Course] pic.twitter.com/p7ZjPs9Dd3 Tip 4/5 for #DataScience: The art of the hack http://oreil.ly/2cswii4 @jerryaoverton [#RealDataSci Course]
Tweet Tip 5/5 for #DataScience: Experiment on an enterprise scale @jerryaoverton @strataconf http://oreil.ly/2cswii4

overton-2015Jerry Overton is head of advanced analytics research in CSC’s ResearchNetwork and founder of CSC’s FutureTense competency, which includes the Predictive Modeling Research Group, Advanced Analytics Lab and Predictive Modeling School. Connect with him on Twitter.

 

 

RELATED LINKS

How to build (and execute) a real data strategy

Right data: Why Big Data sometimes just isn’t enough

Determining the value of enterprise data

 

Comments

  1. sneha singh says:

    I found your blog to be very informative and interesting. On similar lines you can also check out _____ which is also a very good blog on this very topic. Request you to continue writing on varied topics as we would like to read.

    Like

  2. Thanks for sharing such a great information on Data Science

    Liked by 1 person

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