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Python for Data Engineers
Introduction
Introduction (1:50)
Advanced Python
Classes (4:37)
Modules (3:06)
Exception-handling (8:55)
Logging (5:12)
Data Engineering
Datetime (8:04)
JSON (9:54)
JSON Validation (15:10)
UnitTesting (16:44)
Pandas: Intro & data types (8:43)
Pandas: Appending & Merging DataFrames (7:49)
Pandas: Normalizing & Lambdas (4:12)
Pandas: Pivot & Parquet write, read (6:17)
Pandas: Melting & JSON normalization (8:15)
Numpy (4:47)
Working with Data Sources/Sinks
Requests (Working with APIs) (11:15)
Working with Databases: Setup (4:06)
Working with Databases: Tables, bulk load, queries (8:12)
Conclusion
Conclusion (3:51)
Pandas: Appending & Merging DataFrames
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