What you'll learn

Learn CIRCOM - the most advanced and popular programming language for Zero Knowledge Proofs

Master integrating Zero Knowledge Proofs in Machine Learning and Artificial Intelligence

Master one of the most advanced computer technologies - Zero Knowledge Proofs

Understand CIRCOM's Structure: Dive into its internal architecture

Requirements

Basic knowledge of Machine Learning and Artificial Intelligence

Description

Welcome to "Circom - the ultimate Zero Knowledge Proofs programming language for Machine Learning, Artificial Intelligence, Blockchain and Web2 - Basic to Expert", where you will learn starting from the basics up to the expert level. What is Circom?Circom is a programming  anguage for building circuits that can be compiled into zero-knowledge proofs.What are Zero Knowledge Proofs?Zero-knowledge proofs are a powerful tool that can be used to enhance privacy and security, comply with regulations, improve scalability and interoperability and provide secure  verification of large sets of data which are needed to train models for Machine Learning and Artificial Intelligence.  Why? Many data providers do not allow complete and unrestricted access to their data for training ML and AI models in the standard way, but rather with an obfuscated protected approach, which can only be achieved by using Zero Knowledge Proofs. A zero-knowledge proof is a protocol that enables one party, called the prover, to convince another, the verifier, that a statement is true without revealing any information beyond the veracity of the statement.The programming language most suitable for creating Zero Knowledge Proofs is Circom.Who is this course for?This course is intended to be used by beginners as well as proficient programmers.

Overview

Section 1: Zero Knowledge Proofs - Circom programming - Machine Learning - AI

Lecture 1 Overview

Lecture 2 What is Zero Knowledge Machine Learning and what are the use cases?

Lecture 3 Circom and Zero Knowledge Proofs in Machine Learning and AI

Lecture 4 Application of Circom Zero Knowledge Proofs in Machine Learning and AI

Section 2: The Circom programming language

Lecture 5 Installation

Lecture 6 Deep dive 1: Circuits, R1CS, Witness, Signals, Variables, Templates, Components

Lecture 7 Deep dive 2: Pragma, Functions, Syntax, Operators, Constraint generation,

Lecture 8 Deep dive 3: Control flow, Data types, Scoping, Code assertion, Code control

Lecture 9 Coding with Circom

For beginners and pros.