Cohort catalog

Track matrix

Filters update instantly; pricing stays visible on cards or dossiers depending on the layout variant chosen for this seed.

Showing 12 of 12 tracks

Monitors showing layered analytics dashboards in a dim lab

Tokyo lab·10h weekly

Feature store residency

Design idempotent pipelines that land in a governed feature store with lineage cards reviewers can audit.

Mentors: Faculty lead · Tools: Feast, Ray, Python

¥418,000Open dossier

Engineer adjusting cables on a rack with warm backlight

Remote-first·14h weekly

Serving graphs that survive Friday traffic

Bench torch.compile paths, ONNX fallbacks, and autoscaling hooks without losing traceability.

Mentors: Industry advisor · Tools: PyTorch, Triton, Kubernetes

¥462,000Open dossier

Abstract neural visualization in blue and violet light

Osaka satellite·8h weekly

Vector retrieval with adult supervision

Blend ANN indexes, sparse rerankers, and evaluation harnesses your compliance team can read.

Mentors: Lab instructor · Tools: FAISS, OpenSearch, Python

¥368,000Open dossier

Code editor with syntax colors on a wide monitor

Remote-first·10h weekly

Offline-to-online metrics that agree

Close the gap between training slices and live telemetry using replayable notebooks and diffable configs.

Mentors: Faculty lead · Tools: Polars, dbt, Weights & Biases

¥392,000Open dossier

Gradient light streaks across a dark abstract background

Tokyo lab·6h weekly

GPU budgeting for multi-tenant teams

Share clusters fairly with quotas, preemption policies, and finance-friendly chargeback sheets.

Mentors: Industry advisor · Tools: Slurm, Kubernetes, Prometheus

¥334,000Open dossier

Presenter pointing at a diagram projected on a wall

Remote-first·6h weekly

Model cards that survive legal review

Translate architecture choices into reviewer-friendly narratives without hiding sharp edges.

Mentors: Lab instructor · Tools: Markdown, Notion API, Python

¥286,000Open dossier

Terminal window with monospace text glowing green on black

Tokyo lab·14h weekly

Streaming features without ghost values

Wire Flink windows to training stores with deterministic watermarks and replay fixtures.

Mentors: Faculty lead · Tools: Apache Flink, Kafka, Java

¥488,000Open dossier

Laptop beside coffee mug on a wooden desk near a window

Osaka satellite·10h weekly

Edge packaging for vision stacks

Shrink vision models with quantization recipes that field techs can reproduce on-site.

Mentors: Industry advisor · Tools: TensorRT, OpenVINO, C++

¥404,000Open dossier

Earth at night from space with illuminated networks

Remote-first·8h weekly

Experiment budgets that finance trusts

Pair statistical power with ledger lines so PMs see cost per insight, not just p-values.

Mentors: Lab instructor · Tools: R, BayesDesign, Sheets

¥312,000Open dossier

Neon reflections on a wet street at night

Tokyo lab·10h weekly

ML CI that blocks silent drift

Gate merges with data diff tests, schema sentinels, and artifact signing your security team requested.

Mentors: Faculty lead · Tools: GitHub Actions, Great Expectations, Cosign

¥356,000Open dossier

Minimal desk with notebook and warm window light

Remote-first·6h weekly

Human-in-the-loop without queue nightmares

Design labeling queues, adjudication paths, and SLA dashboards annotators actually read.

Mentors: Industry advisor · Tools: Label Studio, Temporal, Python

¥298,000Open dossier

Abstract geometric light installation in cool tones

Osaka satellite·12h weekly

Privacy budgets for cross-border teams

Operationalize differential privacy knobs with region-aware retention maps and audit exports.

Mentors: Faculty lead · Tools: TensorFlow Privacy, SQL, Python

¥438,000Open dossier