This is a list of links to some of my best threads. Threads are grouped based on theme and sorted more or less by how I think they should be read.
A list of short threads introducing the most relevant concepts in machine learning.
-
What is ML? https://twitter.com/alepiad/status/1442413730147536900
-
Types of machine learning problems. https://twitter.com/alepiad/status/1442776118411530241
-
Parametric vs Non-parametric models. https://twitter.com/alepiad/status/1443138514246414346
-
Generative vs Discriminative models. https://twitter.com/alepiad/status/1443500896919425024
-
Choosing the right metric. https://twitter.com/alepiad/status/1443863279709966346
On select Mondays I write threads about some of the greatest ideas in AI and computer science in general.
-
Language models are one of the hotest topic in machine learning and particularly in NLP. https://twitter.com/alepiad/status/1440601793415634944
-
Generative Adversarial Networks are one of the coolest generative models, especially well-suited for image synthesis. https://twitter.com/alepiad/status/1439877017248407555
On select Tuesdays I write about technical stuff, tools, frameworks, and apps that you can use right away.
-
AutoML is a practical approach to the progressive automation of the most boring machine learning tasks. https://twitter.com/alepiad/status/1440369541209493508
-
A list of 10 AutoML tools that you can use today. https://twitter.com/alepiad/status/1513913374010228740
On select Wednesdays I write threads with advice for communication, career progress, and being a nice human being in general.
-
Presenting an idea with the Why-What-How framework. https://twitter.com/alepiad/status/1308776873552420864
-
The Vision-Steps-News-Contribution framework for presenting ideas. https://twitter.com/alepiad/status/1410163990043541505
-
Three lessons on the interaction between academia and the industry when creating ML-based solutions. https://twitter.com/alepiad/status/1541981404359172096
-
Tips to improve your technical writing skills that don't require talent or any source of divine inspiration. https://twitter.com/alepiad/status/1407626631758315526
-
Three health habits for grad school that helped me survive my PhD with minimum psicological damage. https://twitter.com/alepiad/status/1440601793415634944
-
My process for making a literature review that doesn't suck and doesn't bore you to death. https://twitter.com/alepiad/status/1415237162056966144
On select Thursdays I write intuitive explanations for theoretical topics in Computer Science.
-
Algorithmic complexity allows us to compare algorithms regardless of the tech stack in which they run. https://twitter.com/alepiad/status/1440964182342610946
-
NP-Completenes is the study of the most complex problems in Computer Science. https://twitter.com/alepiad/status/1453647754362859520
-
P vs NP is the question of whether all problems are as easy to solve as to validate.
https://twitter.com/alepiad/status/1451111039207096323 -
The halting problem is the most famous undecidable problem in Computer Science.
https://twitter.com/alepiad/status/1537764283475447808
On select Fridays I write threads about philosophical topics in Computer Science.
-
What is intelligence? This is Alan Turing's idea. https://twitter.com/alepiad/status/1441326567758577665
-
Are we living in a simulation? https://twitter.com/alepiad/status/1451473428733743134
-
Can we answer all questions? https://twitter.com/alepiad/status/1314603266890756096
-
How do you know that what you know is true? https://twitter.com/alepiad/status/1350176180998123525
-
The ugly duckling theorem says there's no natural way to cluster objects.
https://twitter.com/alepiad/status/1550466105067524097 -
Self-driving cars and the trolley problem. https://twitter.com/alepiad/status/1372880546381103227
-
Would a superintelligence be nice with us? https://twitter.com/alepiad/status/1317115192090701824
-
Mary and the nature of qualia. https://twitter.com/alepiad/status/1306970447494348805
-
Consciousness and your sense of self. https://twitter.com/alepiad/status/1357797357992243200
Random stuff I've written on several topics.
-
Twitter is not a free University, but there's still value you can get from it. https://twitter.com/alepiad/status/1546599842058829831
-
Github Copilot, is it worth it? https://twitter.com/alepiad/status/1411769327632670721
-
Recursion, what it is and why is it important. https://twitter.com/alepiad/status/1547736618085208064