Interesting_Links

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

• You Are Not So Smart
• The Knowledge Project - Farnam Street

HBR

• The Business of Artificial Intelligence
• Linear Thinking in a Nonlinear World

Nautilus

• Time is Contagious

Newyorker

• Time Bandits
• A New Way to Learn Economics

Wired

• How My Instagram Hacker Changed My Life

Scraping

• Advanced Web Scraping Tutorial - Scrapy

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

• HDR Photography in Microsoft Excel (2017)

• David Heinemeier Hansson at Startup School 08 - Slides A ~The~ secret to making money online

Career

• How to Get Promoted - HN Thread

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

• Being Temba Bavuma
• The making of Moeen
• Left Arm Lovable - Rangana Herath
• Where will T20 cricket go next? - Jarrod Kimber
• Red Sun Rising
• If You Lose the Next Point I’m Sending You to Your Room, Young Man