Collection of Random Links that I am not sure If I'd find again
Ask HN
- Ask HN: Who's running a profitable newsletter?
- Ask HN: How much ad revenue you make from your side project?
- Ask HN: What tasks do you automate?
- Ask HN: What programming blogs do you follow?
- Ask HN: Books you read in 2016?
- Ask HN: How to sell your app/side project while working full-time?
- Ask HN: Projects that don't make you money but you're doing it out of sheer joy?
- Ask HN: Self-taught developers, what repo helped land your first job?
- Ask HN: What is your favorite CS paper?
- Ask HN: What books have made the biggest impact on your mental models?
- Ask HN: Resources for building a programming language?
- Ask HN: Resources to learn blockchain and smart contracts?
- Ask HN: Best way to get started with AI?
- Ask HN: Books on specific topics that have applied to many areas of your life?
- Ask HN: What are best tools for web scraping?
- Ask HN: What did you work on in 2017?
- Ask HN: What are the books you wish your colleagues had read?
- Ask HN: What has HN given you?
- Ask HN: As a data scientist, what should be in my toolkit in 2018?
- Ask HN: How do you teach you kids about computers and coding?
- Ask HN: What are the best MOOCs you've taken?
- Ask HN: What's one book that changed your life?
- Ask HN: Favorite teachers on YouTube?
- Ask HN: Did any Show HN posts turn into successful startups?
- Documentaries
- Ask HN: What is your best advice for a junior software developer?
- Ask HN: What do you do with your Raspberry Pi?
Nice Discussions
- A New Way to Learn Economics
- Does anyone remember websites?
- Mathematical games interesting to both you and a five-year-old child
- Game Theory: Open Access textbook
- How I went from Programming to Consulting (2012)
- Effective Engineer – Notes (github.com)
- My YC app: Dropbox - Throw away your USB drive (getdropbox.com)
- Hadley Wickam - Reddit AMA
HN Profiles
- (https://news.ycombinator.com/user?id=mike_hearn) - Bitcoin
- (https://news.ycombinator.com/user?id=gwern) - Bitcoin is worse is better
- (https://news.ycombinator.com/user?id=nostrademons) - Drew Houston ~ Dropbox ~ Gaming Startup ~ Wrong Ideas
ML
- An Introduction to Support Vector Machines
- Lime: Explaining the predictions of any machine learning classifier
- A Practical Guide to Tree Based Learning Algorithms
- Text Clustering: Get quick insights from Unstructured Data
- Curated List of AI and ML resources - Unsupervised Methods - Medium
- DSO 530: Applied Modern Statistical Learning Techniques
- Python Data Science Handbook - Notebook
- Intro to ML - Notebook
- Hill for the data scientist: an xkcd story
- Badhessian
- arXivTimesIndicator - Indicator Dashboard for arXivTimes
- Learning Machine Learning and NLP from 187 Quora Questions
- How we built automated support - Kickstarter
- Fashion-MNIST Dataset - Zalando
- ML Cheatsheet in Python - Github
- Python Data Science Handbook - Jake VanderPlas
- Topic Suggestions for Millions of Repositories - Github
- Becoming a 10x Data Scientist
- MEET MICHELANGELO: UBER’S MACHINE LEARNING PLATFORM
- https://blog.floydhub.com/colorizing-b&w-photos-with-neural-networks/
- A DATA DRIVEN GUIDE TO BECOMING A CONSISTENT BILLIONAIRE
- Stop Using word2vec
- Machine Learning 101 slidedeck: 2 years of headbanging, so you don't have to - Googler
- Probabilistic Programming & Bayesian Methods for Hackers
- Seeing Theory – A visual introduction to probability and statistics
- Data science Blogs
- Real Statistics Examples Workbooks
- Jason's Machine Learning 101 - Google - liked by Kaggle
R
- Deploying Desktop Apps with R
- Shiny tips & tricks for improving your apps and solving common problems
- Advanced Shiny Tips & Tricks
- Creates Page Layout Visualizations in R
- How R Helps Airbnb Make the Most of Its Data
- A Gentle introduction to Topic Modelling using R
- An R-docker hello world example
- Convince me to start using R Markdown
- THE LIFE-CHANGING MAGIC OF TIDYING TEXT
- Word Vectors with Tidy Data Principle
- GGPLOT2 - R Graph Gallery
- R Course - STAT 545
- Reproducible Data Science with R - Slideshare
- R resources (free courses, books, tutorials, & cheat sheets)
- UC Business Analytics R Programming Guide
- Twitter data and R - Venn Diagram of Common Followers
- Building Widgets
- Speed Up Shiny Coding with Data
- How to self-publish a book: A handy list of resources
- Tips for Lightning Talks
- Who wrote the anti-Trump New York Times op-ed? Using tidytext to find document similarity
- Snakes in a Package: combining Python and R with reticulate
- Code for Workshop: Introduction to Machine Learning with R - Shirin
- GeoSpatial Data Visualization in R - Bhaskar VK
- How to Create a Bar Chart Race in R - Mapping United States City Population 1790-2010
Python
- Alice in Python projectland - Python Packaging
- Effectively using Matplotlib
- Anatomy Of Matplotlib
- XKCD Plots have Landed in Matplotlib!
- Python Graph Gallery
- http://iamtrask.github.io/2015/07/12/basic-python-network/
- Pandas - Comparison with R / R libraries
- Advanced Numpy Techniques
- Document Clustering with Python
- Featuretools - Py library for automated feature engineering
Data
- http://martin.varela.fi/post/simple-binary-data-visualization/
- https://www.dataquest.io/blog/making-538-plots/
- Enigma Public - Data Collection
- Data Design
- QA-SRL: Question-Answer Driven Semantic Role Labeling
AI
- AI Progress Measurement
- An end to end implementation of a Machine Learning pipeline
- Interpreting Neurons in an LSTM Network
- AI Playbook - A16Z
- Who is best at X - AI Algorithms
- Improving the Realism of Synthetic Images
- The Limitations of Deep Learning
- When not to use Deep Learning
- Quora Question Pairs - Kaggle Discussion
- Unsupervised Feature Learning and Deep Learning Tutorial
- Amazing Tensorflow Github Projects - SourceDexter
- ImageNet - The data that transformed AI research—and possibly the world
- DeepDive - Stanford
- TRANSFER LEARNING IN TENSORFLOW USING A PRE-TRAINED INCEPTION-RESNET-V2 MODEL
- Where will AGI come from - Andrej Karpathy
- ML From Scratch - eriklindernoren - Github
- New Theory Cracks Open the Black Box of Deep Learning
- Making a Raspberry Pi-powered AI to play piano
- How Machine Learning with TensorFlow Enabled Mobile Proof-Of-Purchase at Coca-Cola
- Reinforcement Learning: An Introduction Richard S. Sutton and Andrew G. Barto
- Machine Learning FAQs - Sebastian Raschka
- A Year in Computer Vision
- MAKING A SNAPCHAT-LIKE FACE MASK in R
- FastAI DeepLearning Materials
- Keras and deep learning on the Raspberry Pi
- Building a Poor Man’s Deep Learning Camera in Python
- Learning Deep Learning with Keras
- How I Shipped a Neural Network on iOS with CoreML, PyTorch, and React Native
- Curated, Pre-trained ML Models for Transfer Learning - ModelDepot
- Dissecting Reinforcement Learning-Part.1
- UC Berkeley CS188 Intro to AI -- Course Materials
- Real time numbers recognition (MNIST) on an iPhone with CoreML from A to Z
Visualization
- INTRO TO D3.JS - Square
- Spurious Correlations
- Lean UX workshop @ Makers of Barcelona (MOB) + Agile BCN Meetup
- Our World in Data
Podcast
HBR
Nautilus
Newyorker
Wired
Scraping
Quora
- How is GloVe different from word2vec
- [Resources] Reading short stories - Deepak Mehta - Quora
- If Free Code Camp is free, and Quincy Larson works 100% on Free Code Camp, then how does he support himself and his family?
Books/Papers/PDFs
- A systematic comparison of context-counting vs. context-predicting semantic vectors
- On Data Mining in Context: Cases, Fusion and Evaluation
- CS229 Stanford Machine Learning Final Year Projects
- A Primer on Neural Network Models for Natural Language Processing - Yoav Goldberg
- Neural Machine Translation and Sequence-to-sequence Models: A Tutorial
- Memories of a Theoretical Physicist
- Growing a Language - Guy Steele
- Charlie Munger – The Psychology of Human Misjudgment
- NIPS 2017 Notes - David Abel
- Osborne and Rubinstein's text on Game Theory - Book
- On the shortness of life - Seneca
- Why do Nigerian Scammers Say They are from Nigeria?
- Teach Yourself Scheme in Fixnum Days - Dorai Sitaram
- eBooks@Adelaide - Free eBooks Online
Tools/Scripts
- Figma - Prototyping
- Corporate BS Generator
- Self-Help Guru BS Generator
- TensorFire - Fast Neural Styling
- Tensorport
- Semantic Role Labeling - AllenNLP
- Flying Jet - Loading Graphics
Blogs
- Active Listening - Farnam Street
- What if AI is a failed dream
- RJ Rowling - ML Blog
- Passwords Evolved: Authentication Guidance for the Modern Era
- How do you draw a circle? We analyzed 100,000 drawings to show how culture shapes our instincts
- Memories of Kurt Gödel
- Selection bias is the most powerful force in education
- We Have Met the Enemy And He is Us - Lessons from Twenty Years of the Kauffman Foundation’s Investments in Venture Capital Funds and The Triumph of Hope over Experience
- How not to sort by Average Rating
- The Uber Dilemma - Stratecherry
- Offline
- How Uber’s Autonomous Cars Will Destroy 10 Million Jobs and Reshape the Economy by 2025
- https://jasmcole.com/2017/09/20/the-moon-blew-up-without-warning-and-for-no-apparent-reason/
- http://thinkingcomplete.blogspot.in/2017/09/what-have-been-greatest-intellectual.html?m=1
- Lego Topic Models
- A beginners guide to getting started in the cryptocurrency world
- Bitcoin and the Double-Spending Problem - Cornell EDU
- Cheap or Free Static Website Hosting - Scott Murray
- Dumber Phone
- Google Yolo - Cross Site Scripting Hidden Iframe vulnerability - XSS Jigsaw
- Navalism — Quotes & Perceptions by Naval Ravikant
- CHIEF EXECUTIVE PHILOSOPHER: NAVAL RAVIKANT ON THE SKILL OF HAPPINESS - Killing Buddha
Courses
- Practical Deep Learning For Coders- Fast AI
- Introduction, Regression/Classification, Cost Functions, and Gradient Descent - ML Berkeley Crash Course Part 1
- CS224d: Deep Learning for Natural Language Processing
Videos
Career
fjlkdsjf - Figuring out the Category
- Calling BullShit
- The Problem of Induction
- List of Common Misconceptions - Wikipedia
- The Baader-Meinhof Phenomenon
- Lindy Effect
- The Evolution of Trust
- The Case for Shyness - The Atlantic
- When Things Go Missing - Newyorker
- AI Grant - Get $2,500 for your AI project.
- Optimism Bias
- https://www.washingtonpost.com/news/parenting/wp/2017/08/24/melinda-gates-i-spent-my-career-in-technology-i-wasnt-prepared-for-its-effect-on-my-kids/?utm_term=.d5cb3960a30e
- Operation Luigi: How I hacked my friend without her noticing
- Name-letter effect
- Why Some Companies Need More Tortoises, Not Hares - Knowledge@Wharton
- In 2017, Pursue Meaning Instead of Happiness
- Ship of Theseus
- The Economoy - CORE
- VLC maintainer has refused “several tens of millions of Euro”
- Awesome Blockchains - Github
- The Jargon File
- How I went from programming to consulting (2012)
- Read my booknotes - Latish Sehgal
- Why Do We Sleep Under Blankets, Even on the Hottest Nights?
- Jeff Bezos' annual shareholders letter - 2018
- A curated list of product management advice for technical people - github
- On the Origin of Certain Quotable 'African Proverbs'
- Google Search Operators: The Complete List (42 Advanced Operators)
- My disabled son Mats – ‘the nobleman, the philanderer, the detective’
- A compendium of Q&A sessions with Warren Buffett & Charlie Munger
Cricket/Sports