Mindware: Theory of Learnable Intelligence
When should data scientists try a new technique?
Guide to AI, ChatGPT cheat sheet, Javascript frameworks, Big data in trading, Data ethics, Astro, LLMs, GitHub security
In today’s edition:
☀ Mindware: Theory of Learnable Intelligence
⚡ Microsoft Launches AI-Powered 'Copilot' to Enhance Business Efficiency
🤖 AI Tools and Resources
ChatGPT Cheat Sheet: 100+ Prompts to Unlock All the power of ChatGPT
This cheat sheet illustrates the diverse abilities of OpenAI’s ChatGPT for developers and content creators to enhance their proficiency in large language model prompting across various domains including media content creation, natural language processing, and programming.
Become a research participant, make extra income.
Wynter is looking for data science executives to participate in messaging research and get paid for your feedback. $45-$100 depending on the survey length for literally minutes of effort (takes 2-7mins on average). Super low-key commitment.
Your guide to AI, an editorialized newsletter covering key developments in AI research, industry, geopolitics and startups during February 2023.
Top 21 Best JavaScript Frameworks to Use in 2023
With advancements in the development process and technology, new JavaScript frameworks are being developed more than ever. Having said that, the development community is always curious to know which ones are the best JavaScript frameworks. Here are the top 21 JavaScript frameworks you should consider using in 2023.
With advancements in technology, AI is increasingly being used to help job seekers find their dream jobs. Through the use of online job boards and complex algorithms, AI has helped automate recruiters’ jobs, making the process of searching for a job easier and highly efficient.
Microsoft Launches AI-Powered 'Copilot' to Enhance Business Efficiency
Microsoft announcing the next generation of AI product updates across our business applications portfolio, including the launch of the new Microsoft Dynamics 365 Copilot – providing interactive, AI-powered assistance across business functions.
Mindware: A Theory of Learnable Intelligence
Created by a cognitive scientist at Harvard University, the concept of “mindware” builds upon the computer analogy to encapsulate the mental knowledge and procedures we use to solve problems and make decisions. It’s a practical metaphor to help you decide what to “download” into your mind.
How Big Data is Changing the Way Traders Invest
Big data is now becoming more widely recognized as being integral to the functions of most types of business and organizations, and the world of investing is one that is embracing the opportunities that big data can provide.
When should data scientists try a new technique?
A new approach developed by MIT researchers could help data scientists answer this question, whether they are looking at statistics on ocean currents, violent crime, children’s reading ability, or any number of other types of datasets.
Getting Started With Astro
Astro is a content-focused, served-rendered web framework to build fast and lightweight websites. It can equally replace Gatsby as Next.js.
What Is The Importance of Data Ethics?
How can organizations ethically collect, store, and use data? What rights must be upheld? The field of data ethics explores these questions and offers five guiding principles for business professionals who handle data.
Emergent Abilities of Large Language Models
This article explores the concept of emergence and its relationship with Large language models (LLMs) and AI. LLMs are probabilistic models that can learn and generate natural language patterns. As LLMs are scaled and trained on more data, their ability to learn these patterns improves as observed by quantitative metrics.
How to Speed up Local Development of a Docker Application running on AWS
Building a local development environment can speed up innovation. Learn DoorDash's process in this technical guide and demo example.
Application security orchestration with GitHub Advanced Security
Learn how teams can leverage the power of GitHub Advanced Security’s code scanning and GitHub Actions to integrate the right security testing tools at the right time.
Best AI tools:
Galileo AI creates delightful, editable UI designs from a simple text description - Galileo
Embed ChatGPT into your business or website, no code needed - Pickaxe
Make decisions 10X more confidently and quickly with AI-powered insights - Hebbia
PowerMode is the AI co-founder that will help you ideate and pitch your startup - PowerMode
This AI will make any videos watchable in any language - Papercup
Use simple text to generate multi-screen mockups for apps and websites - Autodesigner
Create 360-degree videos with just text - Blockadelabs
You.com is an AI-powered privacy-focused search engine
Turn your sketches into refined images using artificial intelligence - Scribble Diffusion
Reclaim creates the perfect schedule for your priorities, saving you up to 40% of your workweek - Reclaim
Create beautiful photos for any product in seconds - Pebblely
Use AI to generate ready-to-upload video shorts with subtitles, no editing needed - Dumme
Watch and listen
Introducing MRSK
MRSK deploys web apps anywhere from bare metal to cloud VMs using Docker with zero downtime.
LaTeX – Full Tutorial for Beginners
Learn LaTeX in this full course for beginners. LaTeX is a typesetting system for creating professional-looking documents, commonly used in academia and scientific publishing, with a focus on content rather than appearance.
⚙️ Tools and Libraries:
Laudspeaker
Laudspeaker is an Open Source Cross Channel Customer Messaging Platform that you can self host. Open Source alternative to Braze / Iterable / One Signal / Customer Io. Use Laudspeaker to send product and event triggered emails, sms, push and more.
DataSurgeon
Quickly Extracts IP's, Email Addresses, Hashes, Files, Credit Cards, Social Secuirty Numbers and more from text.
Frontman
Frontman is an open-source API gateway that allows you to manage your microservices and expose them as a single API endpoint. It acts as a reverse proxy and handles requests from clients, routing them to the appropriate backend service.
Service Weaver
Service Weaver is a programming framework for writing, deploying, and managing distributed applications. You can run, test, and debug a Service Weaver application locally on your machine, and then deploy it to the cloud with a single command.
bling
Framework agnostic transpilation utilities for client/server RPCs, env isolation, islands, module splitting, and more.
roomGPT
Upload a photo of your room to generate your dream room with AI.
For a detailed list of books covering Big data Data Science, Machine Learning, AI and associated programming languages check out our big data books page.
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