Explained with an everyday example — Hello dear reader. In this article, I will explain what the train, validation, and test sets are in Machine Learning and use a very clear, everyday example to make sure you grasp their differences. Ready? Let us get to it then! But before we start, a few Machine Learning goodies: …

Reflections on machine intelligence — Hello dear reader, I hope you are doing well! In this very short post, I want to showcase my opinion regarding Google’s latest language model: Language Model for Dialogue Applications or LaMDA. But before we start, a few Machine Learning goodies: - For learning resources go to How to Learn Machine…

How to deploy Machine Learning models that can serve thousands of users — Training Machine Learning models in a Jupyter or Databricks notebook, debugging, and optimizing them is pretty cool. All data scientists love seeing their model accuracy go up by 1% after changing some hyperparameters. However, the truth is that if that trained model is not taken to a production environment where…

Learn how to contribute to the Parchain auction of the Manta Network project and the possible ROI of the Investment — Manta Network is a blockchain protocol that aims to provide an on-chain privacy layer for Polkadot’s relay chains and parachains, further promoting Polkadot’s advantage in decentralization and interoperability. To better interact with our community, Manta will raise the DOT required for the auction through crowdloan.

Learn how to contribute to the Moonbeam and the possible ROI of the Investment — Moonbeam is a smart contract platform that provides an Ethereum-compatible environment for building decentralized applications. Moonbeam was designed to serve these new kinds of assets and users that exist across two or more chains and will be the main smart contract platform of the Polkadot universe. The Moonbeam project is…

Learn how to contribute to the Parchain auction of the Acala team and the possible ROI of the Investment — Acala is the decentralized finance network and liquidity hub of Polkadot. It’s a layer-1 smart contract platform that’s scalable, Ethereum-compatible, and optimized for DeFi with built-in liquidity and ready-made financial applications The Acala Polkadot Project, older brother of Kusama’s Karura, is one of the most promising and well known projects…

A deep dive into how to participate and an analysis of the top candidates and the possible ROI — Hello dear reader! In this article we are going to go very deep into the Polkadot project parachain auctions, explain what they are, the best ways to participate in them, and the projects that are postulating to become the winners of the first batch of contested parachain slots that start…

1st: The Bitcoin Blockchain, 2nd: Ethereum, 3rd… — Blockchains come in generations. The first generation Blockchain was the Bitcoin Blockchain, native environment of the BTC coin, the worlds largest and most famous cryptocurrency. Being first generation and the first every practical implementation of a decentralised system like this, the works of the cryptic Satoshi Nakamoto only allowed users…

A core element of the Internet of the Future — What is Semantic Search? In general, current search engines work using a keyword approach: the specific words you put in are searched for in the content data/metadata and relevant web pages where those keywords appear pop up. This is the basics of Keyword Based Search or Lexical Search. Semantic Search is a whole different…