Tools and Tips on Creating Strong Content and Branding by Leveraging
Common Sense and Machine Learning

Learn how to deploy and monetize your models today!

Multitask? Why Divide When You Can Multiply Yourself? The Art of Multi-Purposing Your Work

Spend less time on obvious one-offs, automate if you have to, but if the task is rich and interesting, squeeze it for all its worth!

The Art of Multi-Purposing Your Work
Source: Lucas Amunategui

I’m not big on multitasking. Unfortunately, we all have to do it at times. For example, if I spend the morning working on three or four different tasks, they tend to be chores of the mindless kind. This works OK when tying loose-ends or running down a checklist. If it requires thinking, concentration or getting into the zone, then my morning will be dedicated to only one project. I put my phone out of sight, remove distracting tabs from my browser, and I may even turn of the music if it’s highly cerebral work. It’s protect my space and put-on-blinders time!

Multi-Purposing Your Work

But this certainly doesn’t mean that your output should be diminished whenever you are working on a single task. Its actually the opposite. If you are working on something big, something interesting that requires your undivided attention, it may be able to serve multiple purposes. For example, if you are gathering ideas for a new project, document your progression and insert time-stamps around big milestones and suddenly you have a ‘behind the scenes’ or a ‘how to guide’. Yes, with just a tad more effort you’ve doubled your output! Let’s look at some examples.

E-Books, One Chapter at a Time

My first free eBook
Source: Lucas Amunategui

This is an approach I’ve used in creating e-books. First, I create a rough index of a book I want to write then I tackle it, one chapter at a time. Once I have a finished chapter, I publish it on Medium, LinkedIn, blog, etc. Not only does this yield a gratifying feeling as you work towards the full book, it also offers important feedback and criticism along the way. It may not work for all book types, but if your chapters tend to stand up on their own, It may work for you too.

Blog-to-Video, Video-to-Blog

It doesn’t end there - for the longest time I’ve been creating videos that eventually become blog entries (or the other way around). This requires a little more work as you need to think about your blog as a script for your video or your video as an interview for your blog, but it can double your reach.

Blog to YouTube
Blog to YouTube, doubling the size of your audience

See an example at of blog:

Convolutional Neural Networks And Unconventional Data - Predicting The Stock Market Using Images

and corresponding YouTube:

Blog Entries and Videos as Focus Groups

And wait, there is still more. My YouTube and blog entries on data science have worked as free focus groups by counting the views, traffic hits, and comments. Whenever the numbers are really big, I know that there is a lot of interest there. This type of interest gauge has guided me on what type of class to create on Udemy. Creating a course takes time and the last thing you want to discover is that there is no interest there or the competition is fierce. By making free blog posts or videos on a topic will get you all the answers you need to help you size the market.

Let’s Get Rich With quantmod And R” is my most popular video with almost 40k views, yet “Pseudo Coefficients: Get Your all-else-held-equal” took me over 3 months to make and barely registered any traffic - if you compare traffic numbers, the 80/20 rule/Pareto principle should jump out at you.

One got traffic, the other didnt
One got traffic, the other didn’t…

It is such a rush when previous work is re-purposed into something new. This can be done a lot more systematically when choosing the right type of work to tackle in the first place. Spend less time on obvious one-offs, automate if you have to, but if the task is rich and interesting, squeeze it for all its worth!

Note: for those interested in learning applied data science, check out my new free eBook and course: How to Create and Sell Your Machine Learning Product Online

How to Create and Sell Your Machine Learning Product Online

Thanks for reading! And please share this article with a friend or colleague or two :-)

Manuel Amunategui,
Curator @ and ViralML

Your Applied and Entrepreneurial Data Science Portal

Machine Learning Entrepreneurship - Master Class on Applied Data Science

Get my new book Grow Your Web Brand, Visibility & Traffic Organically on Amazon!