Six resources. Honest descriptions.
Learning materials help you build skills. Templates help organize your work. Neither replaces implementation, evidence, or qualified review. Choose the resource that fits the task you actually need to complete.
AI Engineering Workbook
Learn the model-development workflow
For Python developers learning how to prepare data, train or adapt a model, evaluate results, and plan deployment decisions.
An educational workbook with code examples and project checklists. The fourteen-notebook collection and the PDF edition use different chapter sequences — follow the map for the edition in your download.
Python familiarity required. Examples need testing in your own environment. Start with the reviewed CPU notebooks before GPU experiments.
$49
one-time
Interactive AI Walkthroughs
Explore AI concepts in your browser
For learners who want to see how a setting or engineering decision changes a visual demonstration before modifying Python code.
Seventeen HTML walkthroughs with a topic index. These are browser teaching demonstrations — not seventeen Colab notebooks. The separately available Python collection contains fourteen .ipynb notebooks with a different sequence.
Local controls illustrate concepts; they do not train or query a live language model. Complete browser interaction testing is ongoing.
$69
one-time
CMMC Level 2 Readiness Templates
Organize your system documentation and evidence
For organizations documenting systems and safeguards covered by their contractual security obligations.
Editable SSP, boundary worksheet, and security-policy development documents; plus asset, data-flow, evidence, and action registers; and a 110-identifier Revision 2 requirement tracker.
Templates do not implement safeguards, establish compliance, calculate an official SPRS score, or guarantee certification. Verify your applicable baseline and obtain qualified review before making any assessment representations.
$349
one-time
SBIR Phase I Development Template
Turn a research idea into a structured proposal plan
For small-business applicants who need to connect a technical problem, measurable objectives, research tasks, and deliverables into a structured draft.
An editable six-page development template, solicitation compliance matrix, and work-plan and budget-assumption register. Start with the current official topic instructions before drafting.
This is a development framework, not a completed or submitted proposal. Current solicitation requirements, official forms, and authorized submission still apply. Not a guarantee of eligibility or award.
$149
one-time
AI Developer's Reference
A technical reference across the model-development stack
For technical readers who want a structured reference covering problem definition, datasets, preprocessing, architecture, fine-tuning, evaluation, deployment, RLHF, and RAG.
The revised ten-chapter workbook with two appendices. This edition overlaps with the earlier eight-chapter workbook — select the edition whose depth and sequence fits your project stage.
A reference book is not a turnkey application. Code examples in PDF are not freshly executed; test them in your own environment.
$99
one-time
JAWNVION AI Learning Bundle
One coordinated learning path
For technical learners who want the workbook and visual walkthroughs together with a shared topic map.
The selected workbook edition, seventeen browser walkthroughs, and the companion notebook collection when included in the verified download manifest. Read one topic, explore its walkthrough, then run the matching notebook.
Confirm the exact package contents before purchase. GPU availability and training setup time vary. Start with the reviewed CPU lessons.
$99
one-time