AI Art, Platform engineering, Rust, DataOps, NoSQL Databases

Rebuilding a Cassandra cluster using Yelp’s Data Pipeline

Greetings! 👋

In today's newsletter, we'll cover a range of topics. You will learn about AI Art generators, Platform engineering, AI in supply chain, Digital marketing strategies, Rust language, Green cloud, python frameworks, react.js, Implementing DataOps, Rebuilding Cassandra cluster, Storing OpenAI embeddings, NoSQL databases and other useful tools. We hope you enjoy it!💟

Latest Articles:

30 Best AI Art Generators and Software in 2023

In this article, we will highlight the top 30 best AI art generator tools that you can use to unleash your creativity. We consider factors such as ease-of-use, features, output quality, and more.

The Growing Role of AI in Supply Chain Management

As supply chains become ever more complex, more and more businesses are turning to AI as the solution; in fact, a recent MHI report found that while only 17% of businesses are already using AI, around 45% predicted that they’ll integrate AI in their supply chain by 2027.

Top 10 Digital Marketing Strategies for 2023

Digital marketing is an ever-evolving field and the strategies used for it change frequently to keep up with the latest trends and technology. Here are some of the latest digital marketing strategies that are expected to be popular in 2023:

How Rust went from a side project to the world’s most-loved programming language

Seventeen years later, Rust has become one of the hottest new languages on the planet—maybe the hottest. There are 2.8 million coders writing in Rust, and companies from Microsoft to Amazon regard it as key to their future.

Green Cloud Computing – The Sustainable Way to Use the Cloud

Energy-efficient solutions are necessary to minimize the impact of cloud computing on the environment. Green cloud computing, also known as green information technology, is a potential solution to aide in the reduction of energy consumption.

What’s Platform Engineering? And How Does It Support DevOps?

Platform engineering “is the art of designing and binding all of the different tech and tools that you have inside of an organization into a golden path that enables self-service for developers and reduces cognitive load

Django, Flask, and Tornado – the most popular Python frameworks and their differences

Whether you are developing software or in need of Big Data analysis, you are looking for developers who can solve your current issues. Ruby and Java are known to be the most preferred programming languages for that

React.js: The Documentary - How it All Began

These days, React is everywhere – even the Honeypot team uses it! But what was happening about a decade ago when React was first open-sourced? The JavaScript community didn’t just have a bad reaction, they couldn’t believe this project had any future.

5 Reasons You Should Consider Implementing DataOps

In this article, I’ll explain what exactly is DataOps, the differences between DevOps and DataOps and the top reasons to implement a DataOps model now. Read on to find out more.

Storing OpenAI embeddings in Postgres with pgvector

A new PostgreSQL extension is now available in Supabase: pgvector, an open-source vector similarity search. The exponential progress of AI functionality over the past year has inspired many new real world applications. One specific challenge has been the ability to store and query embeddings at scale.

Rebuilding a Cassandra cluster using Yelp’s Data Pipeline

Robots are frequently used in the manufacturing industry for numerous use-cases. Amongst many, one case is to eliminate defective products automatically from reaching the finished goods inventory. The same principles of these systems can be adopted to filter out malformed data from datastores. This post deep dives into how we rebuilt one of our Cassandra(C*) clusters by removing malformed data using Yelp’s Data Pipeline.

Types and Examples of NoSQL Databases

NoSQL databases are growing with very rapid speed because of their exciting features like more flexibility and scalability, schema-free architecture, easy replication support, simple API, consistent / BASE (not ACID), support for big data and more.

Watch and listen

The 4 Pillars of ML: Predict, Decide, Discover & Generate

3 Ways to Code a BuzzFeed Clone (JavaScript + TypeScript + JSONServer + Database + API + Node.js)
Learn how to build a  Buzzfeed Clone in JavaScript, followed by a version in React using JSON server for mimicking an API, and then build a TypeScript Buzzfeed Clone with a mini backend using Node.js to communicate with a Database.

⚙️ Tools and Libraries:

spyglass
A personal search engine, crawl & index websites/files you want with a simple set of rules

trigger.dev
The developer-first open source Zapier alternative.

DocsGPT
DocsGPT is a cutting-edge open-source solution that streamlines the process of finding information in project documentation. With its integration of the powerful GPT models, developers can easily ask questions about a project and receive accurate answers. 

awesome-package-maintainer
How to become a packager.

Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. 

xloil
xlOil provides framework for interacting with Excel in different programming languages (python & C++ currently)

Cakework
Build serverless async backends without cloud resources.

DriftDB
A real-time data backend for browser-based applications.

Jampack
Optimizes static websites for best user experience and best Core Web Vitals scores.

Promptable (GitHub Repo)

Promptable is a library that enables users to build AI applications using LLMs, Embeddings providers, databases, and APIs. It offers a flexible and extensible API that makes it easy to compose LLMs with data and tools to quickly and easily create complex applications. Promptable can be used to create chatbots, writing apps, search apps, automations, assistants, and more.

Whisper as a Service (GitHub Repo)

Whisper as a Service is a GUI and API for OpenAI Whisper. OpenAI Whisper is a general-purpose speech recognition model. A screenshot of the GUI is available in the repository.

🚀 Learn the Courses:

Complete Machine Learning and Data Science Bootcamp

One of the most popular, highly rated machine learning and data science bootcamps online. It's also the most moderen and up-to-date. Guaranteed. You'll go from complete beginner with no prior experience to getting hired as a Machine Learning Engineer this year.

Rust Programming: The Complete Developer's Guide

Learn the Rust programming language from scratch! Learn how to code and build your own real-world applications using Rust so that you can get hired this year. No previous programming or Rust experience needed.

Complete Python Developer in 2023

Learn Python. Get hired. This is one of the most popular, highly rated python coding bootcamps online. It's also the most modern and up-to-date. Guaranteed. This is the only Python course you need if you want to go from complete Python beginner to getting hired as a Python Developer this year!

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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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