I’ve Been Reading Books Wrong

I read a lot. I try to balance out a healthy mix of fiction and nonfiction. I have an unhealthy habit of not being able to give up on a book once I have started reading it. This had led me to some brutal weeks-long slogs through dull historic fan fiction. There are hundreds of books on my shelf at home that I’ve not read yet. I am also a glutton for punishment because recently I’ve been exploring the Personal MBA reading list, which is adding another 99 books to my pile of books that I want to read. The good news is that there is a hack to reading that I didn’t know about until today. 

I saw the Personal MBA at a local bookstore recently and initially I thought that it was yet another modern snake oil book which over promises and under delivers. However, when I got home I did a bit more research and I am really motivated by the work that Josh Kaufman has done over the last decade with this project. 

As a part of reading through his manifesto, I discovered a hidden gem that teaches you how you are actually supposed to read non-fiction books.  


Apparently I’ve been doing it wrong all this time. According to Paul Edwards, the purpose of a reading any non-fiction work is to discover, understand, and remember what the author has to say. There are some great tips in that paper. My biggest takeaways were that you should read actively and with a strategy, go over the work several times with specific goals, and review the information that you’ve learned using multiple modes of thinking. 

Reading Strategy 

Edwards recommends having a strategy for every piece of nonfiction work that you read. You should be trying to answer these questions as soon as you can. 

  1. Who is the author?
  2. What are the books arguments?
  3. What evidence supports these arguments?
  4. What are the conclusions?

This creates another handy acronym: ACE (arguments, conclusions, evidence) which we can use to guide the next parts of our reading strategy. ACE helps us with the discovery and understanding process. 

In addition to finding out the ACE of the article, you should also begin to start thinking about these things: 

  1. Are there any weaknesses in the authors ACE?
  2. What do you think about the ACE?
  3. How does the author, if at all, respond to these weaknesses?

Read Three Times 

This is a bit counterintuitive because the purpose of this article is to help you save time in reading nonfiction. After thinking about it, it makes more sense to me. 

  1. During the first reading (more like skimming) your goal is to get a sense of the whole piece of work, and start to generate questions for ACE. 
  2. During the second reading your goal is to start getting answers to the questions that were raised. 
  3. During the third reading (which is also the part that helps you remember), you should make notes about ACE in your own words and using your own mental model.

Review and Apply 

This was one of my favorite tips. It’s not enough to just read something. You should write about it, speak about it, listen to other people speaking about it, and visualize it. If you are able to hit this grand slam on a specific topic then you will start to develop some real expertise in a given subject. 

After reading all of these tips, I feel much more prepared to start tackling the 99 nonfiction books on this reading list, along with the hundred or so more that I have on my bookshelf at home. 

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Sitepoint is filled with Bullshit

If you haven’t seen Brad Frost’s masterpiece commentary on the state of the internet, check that out before you continue reading.

I was fiddling around with a WordPress plugin recently and searched for some tips on how to add customized Meta Boxes to my plugin. Thanks to SEO the first 10 pages of Google are filled with sites that provided recycled bits and pieces from other blogs and the official WordPress documentation.

One of the biggest culprits in this type of “content” is a Sitepoint. It starts off pretty innocuously. When you first come to the site it seems pretty clean, useful, and distraction free. However, as you start to scroll through the article ads begin to pop up to the left, and then the right, and at some point (if you’re lucky) they just take over the entire screen.

Bullshit from sitepoint
Bullshit from Sitepoint

I only noticed this because I recently moved to a new Google Account and none of my plugins were synced up in Chrome. Including, of course, an ad blocker that makes the web slightly more tolerable. I’ve not browsed the web without an ad blocker for a long time. I am surprised at how bad things seem to have gotten.

In my mind, this is how the algorithm that shows ads at these types of sites work.

  1. User comes to a website to read an article. No ads are shown. The ad AI sends out the warning sirens throughout the network — “We’ve got a live one, no ad blocker! All hands on deck.”
  2. User is surprised not to see any ads. The ad AI begins its strategy — “Don’t scare them away, wait until they scroll down.”
  3. User scrolls down. The ad AI sends out a signal — “Let’s pop one out on the left, slowly, slowly, there.”
  4. User keeps scrolling. The ad AI is pleased — “Didn’t bounce, OK lets try an attack from the right this time. Go slow.”
  5. User becomes sad, but keeps reading. The ad AI is ready for the final attack.
Mortal Kombat – User vs Ads

The entire screen is blanketed by ads, banners come up on the top, bottom, left, right, every single click just spawns more and more ads. User gives up, signs up for Square cash. AI retreats to its corner, waiting for the next poor soul to travel around the web without an ad blocker.

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How to Use Apple AirPods in Debian

If you try to connect Apple AirPods to a computer running Debian, you will be able to pair them without any issues, but unfortunately you will not be able to use them to play any sounds. When I tried to do this, after pairing the AirPods, clicking on the Sound Settings menu option in the Bluetooth settings only showed the default output as an option.

In order to use AirPods to play sound you need to tweak the Bluetooth configuration file a bit. I poked around in that file a bit but I have no idea what the difference between “le” and “br/edr” was until I read this other stack overflow post which explained it succinctly.

For whatever reason, it looks like AirPods are only able to operate in BR/EDR mode. To get them to work with your Debian computer you should do the following:

  1. Edit /etc/bluetooth/main.conf and update the ControllerMode to equal bredr, by default it is set to dual mode.
  2. Restart the Bluetooth service with sudo systemctl restart bluetooth.
  3. You should now see your AirPods as an output option in the Sound Settings (screenshot shown below).
Sound Settings in GNOME

I am not 100% sure what the impact of disabling dual mode will be, but for now all of my other Bluetooth devices along with the AirPods work without any issues.


After a couple days of using Airpods with my Debian laptop, I’ve noticed that every once in a while they stop showing up in the sound settings menu. This bug is a bit annoying, but if you restart the bluetooth service with sudo systemctl restart bluetooth.service then they will begin to work again. In addition, I still have not figured out how to get the airpods to be an input source.

Posted in debian | 2 Comments

How to Disable Wayland in Debian Testing

I’m running Debian Testing on a laptop, and I would like to disable Wayland because not all of the tools that I use currently have first-class support for it. There is an old post that I used to reference to get this to work, but it appears that gdm3 changed the naming conventions for the configuration file in a newer version.

There used to be a file called /etc/gdm3/custom.conf which appears to have been renamed to /etc/gdm3/daemon.conf in newer versions of Debian. Luckily the contents of this file are more or less the same.

# GDM configuration storage
# See /usr/share/gdm/gdm.schemas for a list of available options.

# Uncomment the line below to force the login screen to use Xorg

# Enabling automatic login
# AutomaticLoginEnable = true
# AutomaticLogin = user1

# Enabling timed login
# TimedLoginEnable = true
# TimedLogin = user1
# TimedLoginDelay = 10




# Uncomment the line below to turn on debugging
# More verbose logs
# Additionally lets the X server dump core if it crashes

In order to disable Wayland and switch back to X11, you should uncomment #WaylandEnable=flalse in this configuration file and restart your computer to apply the changes.

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How to Leave a LinkedIn Group in 2019

LinkedIn Groups might have been interesting in the past, but it seems like with each iteration LinkedIn makes the functionality less and less useful.

In order to clean up some of my activity in LinkedIn I wanted to leave some of the groups that I was a part of.

I searched on how to do this, and a lot of the results showed a LinkedIn UI from several years ago. It was not immediately clear to me how to do this.

I figured it out eventually and am documenting the process step by step with screenshots below.

Navigate to the Groups Page to see all of the groups that you are a part of.
Select the group that you want to leave and then click on the “” link to see a list of menu options. Select Leave this group
Confirm that you want to leave the group by selecting Leave.
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56 Books, My Literary Journey in 2018

According to goodreads, I read 56 books in 2018. This was 4 over my goal of 52 books! I spent a lot of the year reading books from my never ending list of tralev books but I also took some time to appreciate the classics, award winners, and a random selection of history and business books from Prime reading.

I think my absolute favorite book of the year was The Dark Forest (#2 of the Remembrance of Earth’s Past Book series). I read the entire series this year and gave each book 5 stars. Im a huge sci-fi fan and this is the best series I’ve ever read hands down.

I’m pretty conservative with my good reads ratings.

1 – why did I ever read this

2 – “ok”, if you’re a fan of this topic

3 – good book

4 – great book

5 – read this before you die

A couple other books that I really enjoyed last year were:

  • Giant of Enterprise – a book about business tycoons that was recommended to me by Nathan.
  • Kitchen Confidential – a book by the late Anthony Bourdain which gives us a peek into the real world of a career as a chef.
  • Less – a pulitzer prize winning book about life, love, and loss.
  • East of Eden – a masterpiece by one of Americas most legendary authors.

I hate being negative, but my least favorite book by far last year year was “That Dark and Bloody River” I wrote a scathing review of this one on my other blog. It was also the longest book I read last year. I have a terrible problem of not being able to stop reading a book halfway in between. I read this tome with anger over a series of several long haul flights.

I want to read 52 more books in 2019. Join me in the challenge. Happy reading!

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Converting CSV to a SQLite Database

As a part of my data science course on EdX we have been working with a lot of csv files. I spoke SQL long before I spoke Pandas and I find that it is much easier to do initial exploration of the data using raw SQL queries compared to the Pandas DSL.

Kaggle is a great repository full of useful data sets that are ripe for exploration. While a lot of these data sets come in both csv and sql flavors, some of them are CSV only. Using SQLit we are able to easily import these csv files into a database and then run queries for further data exploration. 

Im going to use the kickstarter data set for this tutorial, feel free to download the csv files from kaggle so that you can follow along. 

Pre Requisites

Make sure that you have SQLite installed before getting started with this tutorial. 

Steps to Convert CSV to SQLite

First, Download the data set from kaggle, this will come in the form of a zip file. Unzip this and open up a terminal in the directory where you have the new unzipped kickstarter-projects folder. 

In your terminal open up a new sqlite session followed by the name of the file that you want to save your new database to. 

sqlite3 ks.db

Inside of the sqlite shell, change the mode to csv. 

.mode csv

Import the csv file, and add the name of the table that you want the data to be imported into. 

.import kickstarter-projects/ks-projects-201801.csv ks

Verify that everything was imported correctly. Take a look at the schema, and first couple of rows. Your output should look something like this: 

sqlite> .schema ks

"name" TEXT,
"category" TEXT,
"main_category" TEXT,
"currency" TEXT,
"deadline" TEXT,
"goal" TEXT,
"launched" TEXT,
"pledged" TEXT,
"state" TEXT,
"backers" TEXT,
"country" TEXT,
"usd pledged" TEXT,
"usd_pledged_real" TEXT,
"usd_goal_real" TEXT

sqlite> select * from ks limit 5;

1000002330|The Songs of Adelaide & Abullah|Poetry|Publishing|GBP|2015-10-09|1000.00|2015-08-11 12:12:28|0.00|failed|0|GB|0.00|0.00|1533.95
1000003930|Greeting From Earth: ZGAC Arts Capsule For ET|Narrative Film|Film & Video|USD|2017-11-01|30000.00|2017-09-02 04:43:57|2421.00|failed|15|US|100.00|2421.00|30000.00
1000004038|Where is Hank?|Narrative Film|Film & Video|USD|2013-02-26|45000.00|2013-01-12 00:20:50|220.00|failed|3|US|220.00|220.00|45000.00
1000007540|ToshiCapital Rekordz Needs Help to Complete Album|Music|Music|USD|2012-04-16|5000.00|2012-03-17 03:24:11|1.00|failed|1|US|1.00|1.00|5000.00
1000011046|Community Film Project: The Art of Neighborhood Filmmaking|Film & Video|Film & Video|USD|2015-08-29|19500.00|2015-07-04 08:35:03|1283.00|canceled|14|US|1283.00|1283.00|19500.00

Excellent! Now you can query this entire data set as your normally would. Happy data exploration! 

Posted in data science | 2 Comments

Make A Symbolic Link to Your iCloud Drive

If you use iCloud Drive to store documents and also use the terminal quite a bit, it might be handy to add a symbolic link to iCloud into your home directory. This will allow you to easily make your way around your iCloud files from a terminal.

You can do this with these steps:

  1. Open up a terminal
  2. Run the following command
ln -s "/Users/$USER/Library/Mobile Documents/com~apple~CloudDocs" iCloud

Note: the quotes above are important since there is a space in the directory path.

If you run ls, you will now see a folder called iCloud which is a symbolic link to your iCloud drive.

Next time that you need to scp a file from your iCloud Drive to some server, rather than googling the path to your iCloud folder, you can simply cd into it and go to town.

Posted in software | 1 Comment

Hans Rosling’s 200 Countries, 200 Years, 4 Minutes

As a part of the visualization section of the python for data science course on EdX we watched this awesome video showing the health and wealth correlation of 200 countries over the last 200 years.

This is a fascinating look into the power of visualization, statistics, and data science. It is also a very interesting story that Rosling was able to convey in just 4 minutes.

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German Mini Van

I booked a mini van

Get hyped

I got this message from my friend tzeejay after he invited us to visit Yosemite with him over the Thanksgiving break. I was looking forward to the trip all week since I have not seen him in a while and I’ve never been to Yosemite.

Wednesday evening comes around, and he pulls up to our apartment in a huge white Cadillac Escalade. At first I assumed that mini van in German was slang for “huge SUV”, but then he said “They were out of mini vans.”

We made our way toward the central valley on 580, stopping in Dublin so that I could pick up a pair of boots and grabbing dinner at In-N-Out burger. We arrived in the evening at the Courtyard in Merced and spent the night there before leaving early Thursday morning toward Yosemite.

Road to Yosemite

The biggest challenge with traveling during a massive national holiday is that there is a lack of places that are open to get meals. We went through Mariposa, CA on the way to the mountain and every single restaurant and diner in the entire city was closed. Luckily there was a gas station deli that was open so we stopped there to grab some food. They had some delicious fatty and cheesy double sausage breakfast sandwiches and mediocre gas station coffee.

We finally got to Yosemite National Park. I was surprised at how many people were there during a holiday. I can’t imagine what it must be like there during a weekend in the summer.

I’ve seen a lot of beauty during my travels, but I think that Yosemite Valley is the most beautiful place on earth.

Yosemite Valley

El Capitan

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