THE PRACTICAL BOOKSHELF
Explore 25 practical ebooks across AI, data workflows and business analytics. Read a free sample, inspect the requirements, and choose a guide you can put into practice.
One guide from each topic. Check its audience and requirements, then try the free sample before choosing a full edition.
25 titles
AI development
Build an inspectable Python document assistant, study real local-model results and failures, and evaluate retrieval, citations and missing evidence.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Build a transparent evaluation engine for ranked evidence, graded relevance, unknown questions and paired regression analysis.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Build strict parsing, field validation, evidence correspondence and refusal handling for synthetic extraction responses.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Create an offline comparison harness with explicit expectations, preserved fixtures, failure reasons and bounded release gates.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Inspect word provenance, candidate ranking, context budgets and annotated evidence coverage in a deterministic local lab.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Build an explicit boundary between an agent's proposed action and a tool's permitted effect, with strict inputs, bounded outputs, replay receipts, and failure tests.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Turn synthetic spans into a reproducible triage report, separate transport success from answer quality, and design telemetry that supports incident decisions without copying every prompt.
AI-assisted · Independent human review pending
$2.99USD · one-time
Practical AI
Construct a small policy-grounded evaluation dataset with clear provenance, boundary cases, group-preserving splits and reviewable labels, without pretending synthetic examples represent real traffic.
AI-assisted · Independent human review pending
$2.99USD · one-time
Build a transparent scorecard from synthetic paired runs, keep critical failures visible, report slice performance and inspect cost-quality-latency tradeoffs without hiding them in one rank.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Build a standard-library CSV reporting workflow that validates records, preserves rejected rows and produces reproducible branch summaries.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Build an inspectable SQLite reconciliation that aggregates receipts at invoice grain and separates mismatches, unpaid invoices and orphan receipts.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Build a deterministic batch-ingestion planner that validates JSON Lines files, rejects ambiguous identities and distinguishes retries from changed content.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Implement an inspectable shipment-quality engine that separates field validity, cross-field consistency, reference checks and overdue warnings.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Build a SQLite diagnostic that contrasts raw ticket/tag/comment joins with a grain-preserving result and explains duplicate links and missing partners.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Build a zoneinfo session normalizer that handles ambiguous local times, rejects nonexistent times and separates elapsed duration from wall-clock differences.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Implement last-value, seasonal-naive and moving-mean forecasts on a daily series, then compare them using the same one-step rolling-origin evaluation.
AI-assisted · Independent human review pending
$2.99USD · one-time
Python and data workflows
Build an offline contract audit for fictional request and response envelopes, then inspect compatibility risks that a version label cannot resolve.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Build a defensible feedback brief with evidence IDs, selection limits, competing explanations and a repeatable Python audit.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Develop a compact feedback codebook, adjudicate a reference set and audit coverage, precision and recall without hiding ambiguous records.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Build calendar-month activity cohorts from event records, distinguish mature zeroes from unavailable cells and write a bounded retention readout.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Create a transparent workload model, stress its demand and availability assumptions and distinguish planning headcount from queueing and scheduling guarantees.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Write a practical two-arm experiment readout with clear units, absolute and relative effects, Wilson arm intervals and explicitly limited difference intervals.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Build an operational automation estimate that separates task eligibility, adoption, review, rework and ongoing maintenance, then stress the assumptions.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Create a compact handoff system with owners, backups, next actions, dependencies and dated review, supported by a structural Python validator.
AI-assisted · Independent human review pending
$2.99USD · one-time
Business and customer analytics
Design a compact operational dashboard around documented decisions, denominator and freshness guards, and an inspectable rule-evaluation tool.
AI-assisted · Independent human review pending
$2.99USD · one-time
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