# Mastering AI Trading: Architecture, Data Pipelines, Evaluation Loops, and Risk Guardrails for Algorithmic Market Agents

- **Author:** Filip S. (Croatia, European Union)
- **Brand Promise:** A plan, not a promise.
- **Category:** AI & Private Tech
- **Digital Price:** $24.99 USD (Instant Download)
- **Included Formats:** EPUB — reflowable digital edition
- **Length:** 142 pages (~234 min read)
- **Language:** English
- **Canonical Product URL:** https://filips-academy.com/books/mastering-ai-trading

## Overview & Core Problem Solved

This edition is being reviewed and is not currently available for purchase.

Publication review is in progress. Purchase is unavailable until the outstanding content and evidence issues are resolved.

## What You Will Put in Place


## Who This Book Is For

- Readers can return after the edition review is complete.

## Honest Scope ("A Plan, Not a Promise")

- **What this book IS:** An engineering and workflow manual covering agent architecture, market data pipelines, backtest hygiene, and strict risk controls.
- **What this book is NOT:** Not investment advice, a 'guaranteed profit' bot, or a promise of market outperformance.
- **Notice:** This edition is on hold. No purchase or advertising activation is authorised by the presence of a local asset package.

## Table of Contents / Structure

01. Introduction to AI Trading
02. Understanding Financial Markets and Trading Basics
03. AI and Machine Learning Fundamentals
04. Data for AI Trading — Sources, Collection, and Preprocessing
05. From Traditional Strategies to AI-Driven Approaches
06. Predictive Models with Supervised Learning
07. Reinforcement Learning for Trading Agents
08. Architecting Intelligent AI Trading Agents
09. Multi-Agent Systems for Advanced Trading
10. Backtesting, Optimization, and Performance Evaluation
11. Risk Management with AI
12. Deploying AI Agents to Live Markets

## Free Sample Excerpt (Edition review)

> The sample is unavailable while this edition is under review.

## Bundle Option

Included in **The Systematic AI Trading Architecture Duo** (2 ebooks for $37.99 USD — save 24%): https://filips-academy.com/bundles/ai-market-systems-bundle

## Frequently Asked Questions

### What digital formats do I receive immediately when I buy Mastering AI Trading?
This title is supplied as EPUB. Check the reading guide for compatible software. No physical book or e-reader is included.

### Who is Mastering AI Trading written for—and do I need technical or specialist background?
Mastering AI Trading is written in plain, direct English for busy readers solving a specific problem. Every term, script, or step is explained on the page without filler or assumed insider jargon.

### Can I read this ebook on my Kindle, iPad, iPhone, or Android phone?
This title is supplied as EPUB. Check the reading guide for compatible software. No physical book or e-reader is included.

### How is Filip S.'s approach different from generic AI or self-help books?
Every book follows one editorial rule: 'A plan, not a promise.' Instead of motivational padding or unverified claims, you get concrete scripts, checklists, decision trees, and honest scope boundaries.

### Can I save money if I want multiple books in this topic lane?
Yes. Every single-book page includes a one-tap Digital Bundle upgrade that pairs related titles in the same category at up to 35% off individual ebook prices.