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Is A Recession Coming Soon?

Image Credit: Jenson / Shutterstock.com At the beginning of every month, I brief members on how MoneyGeek's Regular portfolios have performed and comment on the state of the financial markets. In this...

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My TFSA Update May 2019 - The Final Article

Image Credit: Fotokostic / Shutterstock.com In this series, I (Jin Choi) talk about my journey of investing in my TFSA account. If you want to know what a TFSA is, I recommend you read my free book. In...

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Gold Moves Up - But Will It Continue To?

Image Credit: photo BC / Shutterstock.comAt the beginning of every month, I brief members on how MoneyGeek's Regular portfolios have performed and comment on the state of the financial markets. In this...

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It's Not Just Hype - Why Machine Learning Holds So Much Promise

Image Credit: Grigorita Ko / Shutterstock.com In the book “MoneyBall”, author Michael Lewis documented the story of the Oakland A’s baseball team. Despite their shoestring budget, the A’s consistently...

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Why Decision Trees Work Well For Investment Analysis

Image Credit: Boo-Tique / Shutterstock.com What is the best machine learning algorithm? The answer is, unsurprisingly, “it depends.” There are many different types of machine learning algorithms, each...

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The Zeta Coefficient – A New Way to Forecast Returns Using Risk

Image Credit: Debby Wong / Shutterstock.comRisk comes from not knowing what you’re doingWarren BuffettAs far as superhuman powers go, the ability to accurately forecast returns probably wouldn't be...

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Discontinuing MoneyGeek's Portfolios

Image Credit: William Potter / Shutterstock.com On the first Monday of every month (like today), I normally give an update on MoneyGeek’s portfolios. But as you can tell from the title, today is...

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Can Yield Curves Predict Stock Market Direction? - A Machine Learning...

Image Credit: dani3315 / Shutterstock.com Many investors are concerned about the yield curve today. Generally speaking, a positive sloping yield curve (i.e. where long term interest rates are higher...

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Outlier Detection: Border Security For Your Model

Image Credit:  zhu difeng / Shutterstock.com You might not know it, but outlier detection is a big part of your life. The ability to notice  diseased or rotten food, or spot a person in a crowd who...

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Is Passive Investing A Bubble?

Image Credit: EtiAmmos / Shutterstock.com Within each industry, there are certain topics that divide participants and make them battle each other with religious fervour. Among programmers, the topic...

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The Bias/Variance Trade-off And The Limits of Machine Learning Models

Image Credit: pathdoc / Shutterstock.com A Machine Learning model is a bit like a marriage - no matter how hard you try, it's never going to be perfect. The same way every marriage has its issues, so...

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FRDM - The Better Way To Invest In Emerging Markets

Image Credit: Rawpixel.com / Shutterstock.com Owning emerging market stocks could benefit your investment portfolio in two ways. First and more obvious, owning emerging market stocks would make your...

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Why Machine Learning Hasn't Caught On In Finance - A Theory

Image Credit: eamesBot / Shutterstock.com You’d think that machine learning would thrive in finance. After all, the whole industry operates on data. Banks look at your credit history (data!) before...

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My University Admissions Story And The Pitfalls Of Using Simple Algorithms

 We recently shot a short video describing our company, and it begins with the story of how I originally came to Canada from Ireland. You can watch the video below: In the video, I explained that I had...

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Announcement: Moving to enjine.com

Image Credit: bearsky23 / Shutterstock.com I started this blog in the year of 2013. I was a bright eyed newbie entrepreneur at the time, with the ambition to create a robo-advisor before the term...

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