Rating: 9.0/10. Overall, great textbook about reinforcement learning using deep neural networks, I liked it because it places roughly equal emphasis on theory and code, there are some equations, but the author explains everything more through intuition rather than formal mathematics, making it easy to understand quickly compared to other textbooks. Many of the algorithms…
Category: Topics
The Fate of Rome by Kyle Harper
Rating: 8.3/10. The Fate of Rome: Climate, Disease, and the End of an Empire by Kyle Harper Book about the fall and decline of the Roman Empire. The decline of the Roman Empire can be analyzed from many angles: Officially, the Roman Empire was invaded by barbarians and the last emperor was in 476 AD,…
Software Engineering at Google by Winters, Manshreck, and Wright
Rating: 7.6/10. Software Engineering at Google: Lessons Learned from Programming Over Time, Curated by Titus Winters, Tom Manshreck, and Hyrum Wright Book about software engineering practices and processes relevant for large tech companies like Google. As an organization increases in scale (size of codebase and amount of time it needs to function), its priorities become…
Overbooked by Elizabeth Becker
Rating: 7.8/10. Overbooked: The Exploding Business of Travel and Tourism by Elizabeth Becker Book by a journalist about the global tourism industry and the effects it has had on the world. Tourism started becoming popular in the 1960s and now is a major economic force shaping many countries. Since it is associated with pleasure, tourism…
Viking Age Iceland by Jesse Byock
Rating: 7.4/10. Book about the history and societal structure of medieval Iceland, particularly the period from the earliest settlement by people from Norway (~870AD) until about 1200AD. All of the arable land was quickly settled within about 60 years of the island’s first settlement, leading to lots of disputes and feuding over the land; details…
Against the Grain by James C. Scott
Rating: 7.5/10. Against the Grain: A Deep History of the Earliest States by James C. Scott Book about the neolithic revolution and how early states arose out of hunter-gatherers. The traditional narrative is that the invention of agriculture enabled the formation of larger, more complex states, and this is the first step on the road…
The Seven Pillars of Statistical Wisdom by Stephen M. Stigler
Rating: 7.7/10. Book about the history of statistics, grouped into seven “pillars” – key ideas that unify modern statistics as a discipline. Each of the seven chapters has catchy titles: Aggregation, Information, Likelihood, Intercomparison, Regression, Design, and Residual. Many key ideas seems obvious in retrospect, but it took a surprisingly long time before anyone thought…
Restaurant Success by the Numbers by Roger Fields
Rating: 8.7/10. Restaurant Success by the Numbers: A Money-Guy’s Guide to Opening the Next New Hot Spot by Roger Fields Book about the restaurant industry written by an accountant who ran several restaurants in New York. There’s a common myth that 80-90% of restaurants fail within the first year. In reality, restaurants have one of…
The End is Always Near by Dan Carlin
Rating: 7.9/10. The End Is Always Near: Apocalyptic Moments, from the Bronze Age Collapse to Nuclear Near Misses by Dan Carlin History book by Dan Carlin, famous for the Hardcore History podcast. This book is a collection of eight loosely-related chapters, mostly related to societies in decline or apocalyptic moments in history, such as the…
Why Startups Fail by Tom Eisenmann
Rating: 8.4/10. Why Startups Fail: A New Roadmap for Entrepreneurial Success by Tom Eisenmann It is well known that most startups fail. This book examines common failure patterns for startups through case studies: beginning with the problems faced by early-stage startups, then another different set of problems faced by startups as they grow. The case…
An Introduction to Law and Legal Reasoning by Steven J. Burton
Rating: 8.1/10. Book that describes at a high level how the law works, suitable for laymen or beginning law students. The purpose of legal system is to settle disputes that arise in a complex society in a fair and peaceful way. There are competing views on how deterministic are the judgments made by the legal…
Rockonomics by Alan B. Krueger
Rating: 8.8/10. Rockonomics: A Backstage Tour of What the Music Industry Can Teach Us about Economics and Life by Alan B. Krueger Book by an economist describing the financial realities of the music industry. Relative to how much value it provides to our lives, music is extremely cheap. The majority of Americans listen to music…