Awesome List Updates on Dec 23, 2021

8 awesome lists updated today.

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1. Awesome Static Website Services

Books

• Open Library Open API — Allows to retrieve book data from the biggest books open dataset on Earth, without any tracking.

Maps

• uMap - Create and embed personalized maps, based on the great OpenStreetMap dataset.

2. Awesome Nosql Guides

Overview of NoSQL

• NoSQL Database Tutorial – Full Course for Beginners (2:54:52) - Ania Kubow reviews the four types of NoSQL databases and provides two hands-on projects to experiment with what was reviewed.

Data Structures and Modeling

• Best Practices for NoSQL Database Design (2012) - A couple answers and links for NoSQL database design.

3. Awesome Conversational Ai

Books and Papers

• Designing Bots - This practical guide shows you how to design and build great conversational experiences and delightful bots that help people be more productive.

• Designing Voice User Interfaces - Whether you are designing a mobile app, a toy, or a device such as a home assistant, this practical book guides you through basic VUI design principles, helps you choose the right speech recognition engine, and shows you how to measure your VUI's performance and improve upon it.

Clients

• Alexa - Deploy your chatbot or virtual assistant as a skill to Amazon's cloud-based voice service Alexa.

• LINE - Connect your chatbot to LINE and make use of their bot designer for prototyping needs.

• MS Teams - Make us of the MS Teams bot SDK and framework to turn your chatbot into an MS Teams app.

• Telegram - Make use of the Telegram Bot API to easily connect your chatbot to Telegram.

• WhatsApp - Use WhatsApp Business Platform APIs to connect bots with customers.

Conversational UX

• SAP Conversational Experience Design - SAP Conversational Experience Design (SAP CxD) is a design language for enterprise conversational products. It provides guidelines and tools for designing conversational products that integrate seamlessly across business applications.

• Voiceflow - A conversation design tool for teams to design, prototype and launch voice & chat assistants.

Natural Language Understanding

• Awesome Deep Learning for Natural Language Processing (⭐1.1k) - A curated list of resources dedicated to Deep Learning for Natural Language Processing.

• Awesome Natural Language Generation (⭐381) - A curated list of resources dedicated to Natural Language Generation.

• Awesome NLP (⭐14k) - A curated list of resources dedicated to Natural Language Processing.

• Awesome NLP with Ruby (⭐966) - A curated list of resources dedicated to Natural Language Processing and text processing for Ruby.

Platforms

• Amazon Lex - An AWS service for building conversational interfaces for applications using voice and text.

4. Awesome Quant

Python / Risk Analysis

• Riskfolio-Lib (⭐2.6k) - Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.

5. Awesome Nix

Overlays / Webinterface

• nixpkgs-wayland (⭐448) - Bleeding-edge Wayland packages.

6. Awesome Agi Cocosci

Meta-Level Considerations / Gestalt

• Restructuring revisited II. An information processing theory of restructuring and insight - Scandinavian Journal of Psychology, 1984. [All Versions].

7. Public Apis

Events

• API: Eventbrite

  Description: Find events

  Auth: OAuth

  HTTPS: Yes

  CORS: Unknown

Open Data

• API: PeakMetrics

  Description: News articles and public datasets

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

Video

• API: Bob's Burgers

  Description: Bob's Burgers API

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Motivational Quotes

  Description: Random Motivational Quotes

  Auth: No

  HTTPS: Yes

  CORS: Unknown

8. Dive Into Machine Learning

Supplement: Troubleshooting / Risks - some starting points

• "Rules of Machine Learning: Best Practices for [Reliable] ML Engineering," by Martin Zinkevich, regarding ML engineering practices.

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• Next: Dec 22, 2021