Day 3: Data Ingestion, Validation & Transformation | ML Project Series
This video unlocks the secrets of Data Ingestion, Validation, & Transformation, the crucial first step in your End-to-End ML Project journey. Get ready to turn raw data into the fuel that powers your model's brilliance!
In this data-cleansing adventure, you'll discover:
Ingestion Intelligence: Master different data acquisition methods, from scraping websites and APIs to wrangling files and databases. We'll ensure your data pipeline flows smoothly from its source to your workspace.
Validation Vigilance: Uncover hidden errors and inconsistencies with powerful validation techniques. Learn how to detect missing values, outliers, and data inconsistencies to protect your model from unreliable foundations.
Transformation Triumph: Unleash the power of data manipulation! We'll explore normalization, feature engineering, and dimensionality reduction techniques to shape your data into the perfect format for your chosen model.
For course details please visit: https://ineuron.ai/course/end-to-end-...
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