It seems like the World is breaking down, with increased terrorism in Europe, Trump supporting Neo-Nazis in the US, and the insanity that is Brexit. I've decided that I need to ignore politics for my own peace of mind, and focus entirely on maths, programming and science!
Starting Deep Learning Course
I met up with some of my old team from BNP Paribas last week. I found it striking that everyone who was there is now working directly with Machine Learning. It was quite inspiring!
For the last few years I've been building Trading Execution Algorithms for Westpac. Time to do something different!
I decided to enroll in Coursera's Deep Learning Specialization. I've just finished the first week, and I am really enjoying it. Andrew Ng is a fantastic teacher. I did his previous course on Machine Learning and loved it.
iPad Pro versus MS Surface Usability
I have both an iPad Pro and a Microsoft Surface Pro 3 tablet running Linux. Depending on what I am planning on doing on a day-to-day basis affects which device I carry around. Mostly I carry my Surface, as I have Linux installed, and it allows me to easily do development, remotely administer machines, or do general computing tasks. The keyboard on it isn't great however - it's kind of flimsy and doesn't work well if it's not on a firm surface. I can't easily use it on a train for example. It was perfect when we were in Australia for a month, and allowed me to both work and do University assignments. I can use it as a tablet for reading, but it isn't great for that.
Linux on Surface Pro 3
I just bought myself a second-hand Surface Pro 3 and installed Linux on it. It runs Ubuntu extremely well, with almost everything working out of the box. It's lovely having an light-weight machine that I can use as a tablet, but also do development on.
Installing PostgreSQL from source on my Mac
git clone git://git.postgresql.org/git/postgresql.git
I then built it:
cd postgresql
./configure
gmake
sudo make install
This will install the binaries to the default location of "/usr/local/pgsql".
I already had a user called "_postgres" in my /etc/passwd file, so I configured to run PostgreSQL as this user:
Continue reading “Installing PostgreSQL from source on my Mac”
Facebook and the Algorithmic Curation of Content
Facebook has recently got into trouble over an accusation that they are suppressing conservative news stories in the trending news categories. Facebook have an algorithmic system that promotes trending topics to a human curation team, who make the final decision about what gets promoted. Obviously human beings have bias. One of the interesting things that has happened in finance is that banks are using algos more and more to ensure that humans aren't involved in situations where there can be a conflict of interest. One example is the 4pm FX fix which are now required to be handled algorithmically. There's a trend here - algorithms are being used to ensure fairness. Will media companies be forced to have algorithmic editors to remove bias from reporting?
Hacked!
Prediction and Change
Our Work and Aging
As Helen and I get older, I think that the way we work will have to change. At some point we will probably find it difficult to get contacts because of ageism, and also we will be too expensive in comparison with graduatesĀ with a few years experience. We will be forced to work entirely on our own projects. This is going to mean a few changes to the way we think. Both Helen and I have been ingrained with a strong work ethic, which struggles when we work on our own more nebulous projects. We both find it hard to stick with projects that don't have a certain income stream. In the future we will need to change both the way we work, and the way we think about our work.