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Conclusion

Explore comprehensive skills in building and managing machine learning pipelines from start to finish. Understand all major components, software engineering practices, and advanced Python features that help create robust, extensible pipelines. Gain hands-on experience with testing, deployment, and experimentation useful for real-world project success.

We'll cover the following...

Congratulations! You’ve completed building an ML pipeline from scratch!

By taking this course, you have:

  • Learned what makes a great ML training pipeline.

    • Learned what the major components of the pipeline should be.

    • Learned how to structure the components into a cohesive whole.

  • Built an ML training pipeline entirely from scratch, using software engineering best practices.

    • Created a ...