Mastering AI Trading: Architecture, Data Pipelines, Evaluation Loops, and Risk Guardrails for Algorithmic Market Agents — Ebook cover by Filip S.

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Mastering AI Trading

Architecture, Data Pipelines, Evaluation Loops, and Risk Guardrails for Algorithmic Market Agents

By Filip S. · First Digital Edition (2026) · English

Included Files: EPUB — reflowable digital edition
Length: 142 Print-reference pages; EPUB length varies by device · 12 Sections
Est. Time: ~3.9 hrs structured work

$24.99USD(Print list: $39.99)

Instant Download · DRM-Free

EPUB — reflowable digital edition. No physical book included.

Works on Kindle, iPhone, iPad, Android, Mac & Windows30-sec Kindle guide

The Problem & The Plan

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

Concrete scripts, tools, and steps inside Mastering AI Trading:

Written Specifically For

→Readers can return after the edition review is complete.

Interactive Method Preview

Show the Arithmetic on the Page

Most AI demos count only prompting time and ignore the Checking Tax—the minutes a human spends verifying facts, fixing formatting, and catching hallucinations. Adjust the sliders for one recurring task:

Task frequency per month40×/mo

Manual time without AI25 min

AI prompt + generation time4 min

Human verification & rework ('Checking Tax')9 min

Loaded hourly value (any currency)45/hr

Naive “AI demo” claim:14.0 hrs/mo

Hidden Checking Tax cost:-270/mo

True Net Monthly Impact

+8.0 hrs (+360)

Verdict: Strong candidate. Even after strict human verification, this workflow clears meaningful net hours every month.

Editorial Pledge · “A Plan, Not a Promise”

Clear Scope Before You Spend a Dollar

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.

This edition is on hold. No purchase or advertising activation is authorised by the presence of a local asset package.

Inside the Edition

Structure & Chapters

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

Opening Pages ExcerptExcerpt — layout may differ by format

Edition review

The sample is unavailable while this edition is under review.

Want comfortable dark/sepia font controls or the full 142-page edition? Use Look Inside — Read Free Sample above or check the formats listed for this title before purchase.

Save 24% Bundle UpgradeIncludes Mastering AI Trading + 1 companion ebooks

The Systematic AI Trading Architecture Duo

A sober, engineering-first look at designing research agents, data pipelines, evaluation loops, and strict drawdown guardrails for systematic market workflows—with zero profit hype.

AI Agents in Trading

Mastering AI Trading

Complete 2-Book Digital Pack

$37.99$49.98

Just $19.00 per complete ebook

View full bundle details

Questions & Digital Delivery

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.

See entire collection →

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