MLflow Starter Kit
MLflow experiment tracking setup, model registry patterns, and deployment configs for going from notebooks to production.
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From Notebook to Production ML in Minutes
Ship Production-Grade
Kit Faster
From Notebook to Production ML in Minutes. Stop reinventing the wheel — start with production-ready code.
Production-tested code
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MIT licensed
Products
Tools Built for Production
Each product is built from real implementations. No toy examples.
Model Serving Templates
FastAPI/Flask model serving endpoints, batched inference, A/B testing, and canary deployment configurations.
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Feature Store Bootstrap
Feature store patterns using Feast, feature engineering pipelines, and offline/online serving configurations.
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Experiment Tracking Pack
Experiment tracking with W&B and MLflow, custom dashboards, metrics comparison, and reproducibility tooling.
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ML Pipeline Templates
End-to-end ML pipelines: data ingestion, preprocessing, training, evaluation, and deployment orchestration.
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Model Validation Framework
Model testing, data drift detection, performance monitoring, and validation gates for CI/CD.
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Hyperparameter Tuning Kit
Optuna/Ray Tune configs, search space definitions, pruning strategies, and distributed tuning setups.
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ML Data Versioning
DVC setup, data pipeline versioning, experiment reproducibility, and artifact management workflows.
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GPU Training Toolkit
Multi-GPU training configs, mixed precision training, distributed training, and cloud GPU setup guides.
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ML Monitoring Suite
Model monitoring dashboards, alert configurations, data quality checks, and performance tracking.
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Best Value
Launch Pricing — Limited Time
ML Starter Bundle
Everything you need. All 10 products, one price.
$380
$149
Save $231 (61% off)
- MLflow Starter Kit ($39)
- Model Serving Templates ($49)
- Feature Store Bootstrap ($39)
- Experiment Tracking Pack ($29)
- ML Pipeline Templates ($49)
- Model Validation Framework ($39)
- Hyperparameter Tuning Kit ($29)
- ML Data Versioning ($29)
- GPU Training Toolkit ($39)
- ML Monitoring Suite ($39)
🔒 Secure Stripe checkout · Instant download · MIT licensed · 30-day money-back guarantee
Why ML Starter Kit
Built by Engineers, for Engineers
Every product follows the same quality standards you'd expect from production code.
Production-Ready
Built from real production implementations. No toy examples or theoretical exercises.
Plug and Play
Drop into your existing projects. Pre-configured for common environments with clear setup instructions.
Well Documented
Comprehensive READMEs, inline comments, and architecture explanations. Understand the why, not just the how.
Best Practices
Built-in security best practices, error handling, and industry-standard patterns.
Performance Optimized
Benchmarked configurations and optimization patterns baked in from day one.
Tested & Reliable
Includes test suites, CI/CD templates, and quality assurance tooling out of the box.
FAQ
Frequently Asked Questions
Everything you need to know before purchasing.
Yes. The MIT license allows commercial use, modification, and distribution. You can use these in your company's projects, client work, and internal tooling.
The ML Starter Bundle includes all 10 products at a 61% discount ($149). MLflow Starter Kit, Model Serving Templates, Feature Store Bootstrap, Experiment Tracking Pack, ML Pipeline Templates, and more.
Each product is a ZIP archive containing source code, configuration files, documentation, and a README with setup instructions. Products are delivered instantly after purchase.
Yes. Every purchase comes with a 30-day refund guarantee. If a product doesn't work for your needs, email us and we'll refund your purchase — no questions asked.
Yes. When products are updated, you'll receive access to the latest version. Major updates are announced via email.
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