The hottest Course design Substack posts right now

And their main takeaways
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Brad DeLong's Grasping Reality 123 implied HN points 21 Jan 26
  1. The course is a quantitative, long-run tour of global economic history covering everything from early humans and the rise of agriculture to industrialization, globalization, and modern attention/info/biotech economies, with a focus on causes of growth, inequality, and institutions.
  2. The pedagogy stresses hands-on data-science methods—sampling, estimation, forecasting, simulation, and counterfactual modeling—designed to let both humanists and quants learn to model parts of the world economy without prior coding experience.
  3. There are firm expectations: mandatory pre-class readings and a short assignment answering five questions (including on using AI/LLMs), and prompt submission is required to shape the next class session.
Confessions of a Code Addict 1058 implied HN points 25 Jan 25
  1. There is a growing gap between complex systems in software and the engineers who understand them. More engineers need to learn how these systems work in detail.
  2. The new live courses will help those interested in systems engineering to gain practical skills. They'll start with basics like programming in X86 assembly and progress to more complex topics.
  3. Hands-on practice is key to learning in these courses. Along with guidance, you'll need to put in effort and time to really understand the concepts.
Unsafe Science 24 implied HN points 22 Jan 26
  1. Give students leadership of class activities so they become collaborators and drive engagement rather than passive listeners.
  2. Use simple routines like brief reviews or quizzes at the start, paired introductions, and a final feedback period to boost learning, speaking skills, and class rapport.
  3. Adopt an experimental, risk-taking mindset with the instructor as mentor and fellow learner so teaching becomes lighter, more fun, and yields unanticipated learning.
The Counterfactual 139 implied HN points 17 Apr 24
  1. A new class on Large Language Models (LLMs) was created to help Cognitive Science students understand the intersection of AI and human cognition, especially after the popularity of technologies like ChatGPT.
  2. The course covered the history and technical foundations of LLMs, with hands-on labs and discussions that helped students think critically about their societal impacts and ethical concerns.
  3. For future classes, there's a desire to expand the content, particularly by adding discussions on topics like tokenization and exploring more philosophical aspects of LLMs.
The Quadrilateral 511 implied HN points 13 Sep 23
  1. The course routing at Marco Simone for the Ryder Cup keeps key holes visible for spectators.
  2. Marco Simone features drivable par 4s that will add excitement to the back nine.
  3. The design of the course is straightforward and should not be a significant challenge for players to learn.
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Tech and Tea 32 implied HN points 21 Dec 25
  1. A long friendship and two years of iterative work produced a course the creators actually wanted to take, emphasizing creativity, care, and usefulness instead of rushing to ship.
  2. Career choices should come from clarity about what you truly care about instead of automatically chasing the next promotion, because motivation and alignment with meaningful problems drive better work.
  3. The program is fully asynchronous and built for busy introverts, using personal stories and coaching exercises to help people step back and move forward intentionally; it runs eight weeks starting January 15, 2026 with early-bird pricing through December 31.
In My Tribe 227 implied HN points 14 Jun 25
  1. The Vanity Project aims to create an interactive seminar that teaches students about human interdependence. The project is still in progress and needs dialogue improvements.
  2. The course outline includes multiple chapters and concepts related to psychology, social order, and government. Each chapter breaks down complex ideas into manageable parts.
  3. The project requires collaboration and possibly funding for future developments. There's a bigger plan to create seminars for professors based on their courses.
Wigs on the Green 78 implied HN points 10 Jan 24
  1. Gleneagles GC at McLaren Park is a challenging course in San Francisco, facing potential closure.
  2. The architecture and design of the first and tenth holes offer strategic challenges for players.
  3. Players need to consider various factors like angles, green contours, and risks to navigate the course effectively.
Soaring Twenties 100 implied HN points 04 Dec 24
  1. Evening classes can be a mixed bag, with some students really passionate but also a bit much at times. It's important to balance enthusiasm with respect for the class and the teacher.
  2. Some students have a tendency to show off their knowledge or manage the classroom, which can be distracting. Teachers usually know what they're doing, and students should give them space to lead.
  3. Despite some annoying personalities, adult education classes are a great opportunity to learn new skills and meet interesting people. The overall experience can be really rewarding.
Wigs on the Green 19 implied HN points 14 Nov 23
  1. The golf course at Golden Gate Park GC is undergoing significant changes led by architect Jay Blasi.
  2. The course alterations include restoring native sand dunes, adding fescue fairways, and adjusting hole lengths for different player skill levels.
  3. The renovation aims to maintain the course's appeal to both beginners and experienced players, with a focus on strategy and sustainability.
Wigs on the Green 1 HN point 15 Aug 23
  1. Luck and skill in golf coexist and can enhance the player experience.
  2. Understanding types of luck in golf - output and input randomness.
  3. Different types of players approach luck in golf courses differently based on their preferences and skills.
Wigs on the Green 0 implied HN points 03 Oct 23
  1. Alister MacKenzie believed in designing holes that cater to weaker players
  2. Historical context is important in understanding the feasibility of stories like using a putter on a golf hole
  3. Consider the evolution of equipment and course layout when evaluating the plausibility of golf anecdotes
Brad DeLong's Grasping Reality 0 implied HN points 02 Jan 26
  1. The course is a quantitative, long-run global economic history class that teaches data-science literacy (including Python) to analyze population and income trends.
  2. Grades are intentionally generous but contingent on showing up, doing pre-class work, and participating—skip or zone out and you lose that privilege.
  3. Expect weekly short writing assignments, background readings, small data exercises, and optional Thursday Zoom sessions, with all logistics and materials posted on the course site.