Awesome List Updates on Nov 11, 2020

18 awesome lists updated today.

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1. Awesome R Learning Resources

YouTube / Uncategorized

• MarinStatsLectures - Topics include descriptive statistics, ANOVA, bootstrapping, linear regression, bivariate analysis, and probability distributions.

2. Awesome Nodejs

Packages / Miscellaneous

• editly (⭐4.5k) - Declarative video editing API.

3. Awesome Quantum Computing

Learning

• Quantum Computing for the Very Curious - Essay introducing quantum computing by Michael Nielsen and Andy Matuschak.

4. Awesome Xamarin

UI

• TEdito2 (⭐12) - TEditor2 is a HTML editor for Xamarin, it has so many build-in features and easy to use.

5. Awesome Raspberry Pi

OS Images

• Channels DVR Server - Custom image for Channels DVR Server which provides a whole home DVR system.

6. Awesome Emails

Services / Misc

• Reacher - Check if an email exists without sending any email. Written in Rust, 100% open-source.

7. Awesome Billing

Business Intelligence / Metrics

• Thinking about growth and profit - Discuss the relationship between investments, profit and growth, and how it influence decisions on pricing, free trials and plan structure.

• Startup growth calculator - Simple yet effective interactive profitability calculator for startups.

Business Intelligence / Customer Lifetime Value

• How to project customer retention - A seminal paper, with a stronger approach compared to the one above: the exponential distributions is replaced by a geometric model, which is better suited to discrete time intervals like monthly contracts, the former being more appropriate to continuous time process.

• RFM (customer value) - A refined model of CLV, used to segment users based on Recency, Frequency and Monetary value.

• Churn Prediction - “How to use Python in a simplistic way to fuel your company's growth by applying the predictive approach to all your actions.” Relies on XGBoost binary classification.

• Lifetimes (⭐1.4k) - A full-featured Python package to analyze your users based on their "alive" and "dead" states.

• retentionizer - Python package to show the projected retention rates for each cohort and calculate the LTV of a given customer in that cohort.

8. Awesome Iam

Password-based auth / Identifiers

• Practical Recommendations for Stronger, More Usable Passwords - This study recommend the association of: blocklist checks against commonly leaked passwords, password policies without character-class requirements, minimum-strength policies.

Authorization / AWS policy tools

• Cloudsplaining (⭐1.9k) - Security assessment tool that identifies violations of least privilege and generates a risk-prioritized report.

• Principal Mapper (⭐1.3k) - Quickly evaluates permissions.

• PolicyUniverse (⭐408) - Parse and process AWS policies, statements, ARNs, and wildcards.

Privacy / Profanity

• World's Biggest Data Breaches & Hacks - Don't be the next company leaking your customer's data.

9. Awesome Falsehood

Postal Addresses

• Parsing the Infamous Japanese Postal CSV - “I saw many horrors, but I've never seen this particular formatting choice anywhere else.”

10. Awesome Engineering Team Management

Roles / Engineers

• How I operated as a Staff engineer at Heroku - A great window into the somewhat nebulous title of Staff Engineer, also called Principal Engineer or Software Architect at times. I.e. a role in which you are a technical expert, but know how to solve non-obvious engineering issues, most of the time because they are rooted in social, communications and hierarchical complexities.

• StaffEng - Once you've reached the Senior Software Engineer level, you're at the crossroad. Either you pursue engineering management or continue down the path of technical excellence to become a Staff Engineer. This isa collection of guides about the later position.

11. Awesome Rtc

Related Lists / Dart Libraries

• Awesome RIPT (⭐17) - Real Time Internet Peering for Telephony.

• Awesome RTC Hacking (⭐215) - Real Time Communications hacking and penetration testing resources.

• Awesome 5G (⭐411) - 5G frameworks, libraries, software and resources.

• Awesome Cellular Hacking (⭐2.1k) - Research resources in the 3G/4G/5G Cellular security space.

• Awesome Telco (⭐361) - Telco resources and projects.

12. Awesome Svelte

Tutorials

• Getting Started with Svelte 3 - DigitalOcean.

• An Introduction to Actions - Svelte School.

• Svelte Tutorial for Beginners - The Net Ninja (YouTube).

Test / Checkbox

• @testing-library/svelte (⭐594) - Simple and complete Svelte DOM testing utilities that encourage good testing practices.

13. Awesome Tensorflow Lite

MOOCs / Other

• The Future of ML is Tiny and Bright - A series of edX courses created by Harvard in collaboration with Google. Instructors - Vijay Janapa Reddi, Laurence Moroney, and Pete Warden.

14. Awesome Flutter

🇮🇱 Israel / Misc

• Facebook Flutter Israel Developers

15. Awesome Cl

Tools

• bitfield (⭐23) - Efficiently represent several finite sets or small integers as a single non-negative integer. MIT.

Clojure

• ABCLJ (⭐85) - dead easy Clojure to Common lisp interop. EPL-2.0.

Other books

• Building Problem Solvers (PDF) by Ken Forbus and Johan de Kleer, made available for free by MIT Press - a unique book among standard artificial intelligence texts in combining science and engineering, theory and craft to describe the construction of AI reasoning systems, and including code illustrating the ideas.

16. Awesome Elixir

Third Party APIs

• ex_changerate (⭐4) - Elixir client for exchangerate.host API.

17. Awesome Playcanvas

Browser Games

• Town Star - Online farming game built by the Creative Director of Farmville 2.

18. Awesome Ios

Tools / Collection View Layout

• SkrybaMD (⭐17) - Markdown Documentation generator. If your team needs an easy way to maintain and create documentation, this generator is for you.

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