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Visual Studio Code
×
pipeline.py — learnpath-ml-course
config.py
learnpath-ml-course src pipeline.py
1@dataclass
2class DataPipeline:
3 """Build production ML pipelines."""
4 source: DataSource
5 transform: TransformFn
6 metrics: PipelineMetrics = PipelineMetrics()
7
8 def execute(self, batch: int = 1024):
9 for chunk in self.source.stream(batch):
10 result = self.transform.apply(chunk)
11 yield self.metrics.track(result)
12
13 def deploy(self, env: str = "C:\\Deploy\\production"):
14 config = Config.load(env)
15 return Deployer(config).push(self)
main 0 errors, 0 warnings
Ln 15, Col 38 UTF-8 Python

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This is a platform which plans to help you and guide you in your journey of learning coding by collecting the best courses carefully chosen for studying various topics including Gamedev, Mathematics, 3D art, Data science, etc. This leads you in exploring various courses based on the topics you have learned after completion. Various course references on different topics are referred to monthly to reach a wide range of learners. It is equipped with AI assistant to help you in your journey with guides, questions, summaries, etc on what course you have learned. It is also equipped with a codelab for you to test your codes and coding skills.

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