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An introduction to the role of Data Engineer,
the workflow, tools, and an introduction to
Python programming language
Basic Data Engineering
A data engineer main tasks
are developing and designing
data management
architecture and monitoring
the infrastructure within a
company.
Core Knowledge of
Data Engineering
Programming
Distributed
System
Analysis
Data Engineer Methodology:
AUTOMATION
Since data engineer deals with
many jobs at hand, this makes
automation become a popular
methodology to reduce people
intervention during the flow and
increase productivity.
Data Engineering Workflow
Data Source
ETL
(Extract,
Transform,
Load)
Data
Warehouse
A data engineer's must have skill.
Python
Programming Language
Python is open source and easy to
build packages, hence it is very
versatile. Python can help you
making fancy visualization,
connecting databases. We can use
python to practically build any
piece of software.
What Is
Python?
Python Lesson #1:
VARIABLE
A Python variable is a reserved memory
location to store values. In other words, a
variable in a python program gives data to the
computer for processing.
list_of_fruits = ['banana', 'apple', 'orange']
Variable Value
A professional programmer use an easy to understand name for the
variable to avoid confusion in the future. Avoid using unclear name
such as single alphabet, abbreviation, etc.
Text: str
Numeric: int, float, complex
Sequence: list, tuple, range
Mapping: dict
Set: set, frozenset
Boolean: bool
Binary: bytes, bytearray, memoryview
Python Lesson #2:
DATA TYPE
Unlike other programming language, in python we do ot need to
declare data type as python can define for itself
Python Lesson #3:
COMMENT
Comments in Python begin with a hash mark ( # ) and whitespace
character and continue to the end of the line. Because comments
do not execute, when you run a program you will not see any
indication of the comment there. Comments are in the source
code for humans to read, not for computers to execute.
PIPELINE TEAM
Ines Desdemarsa
Juliana Kristanti
Novita Sari

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Basic Data Engineering

  • 1. An introduction to the role of Data Engineer, the workflow, tools, and an introduction to Python programming language Basic Data Engineering
  • 2. A data engineer main tasks are developing and designing data management architecture and monitoring the infrastructure within a company.
  • 3. Core Knowledge of Data Engineering Programming Distributed System Analysis
  • 4. Data Engineer Methodology: AUTOMATION Since data engineer deals with many jobs at hand, this makes automation become a popular methodology to reduce people intervention during the flow and increase productivity.
  • 5. Data Engineering Workflow Data Source ETL (Extract, Transform, Load) Data Warehouse
  • 6. A data engineer's must have skill. Python Programming Language
  • 7. Python is open source and easy to build packages, hence it is very versatile. Python can help you making fancy visualization, connecting databases. We can use python to practically build any piece of software. What Is Python?
  • 8. Python Lesson #1: VARIABLE A Python variable is a reserved memory location to store values. In other words, a variable in a python program gives data to the computer for processing. list_of_fruits = ['banana', 'apple', 'orange'] Variable Value A professional programmer use an easy to understand name for the variable to avoid confusion in the future. Avoid using unclear name such as single alphabet, abbreviation, etc.
  • 9. Text: str Numeric: int, float, complex Sequence: list, tuple, range Mapping: dict Set: set, frozenset Boolean: bool Binary: bytes, bytearray, memoryview Python Lesson #2: DATA TYPE Unlike other programming language, in python we do ot need to declare data type as python can define for itself
  • 10. Python Lesson #3: COMMENT Comments in Python begin with a hash mark ( # ) and whitespace character and continue to the end of the line. Because comments do not execute, when you run a program you will not see any indication of the comment there. Comments are in the source code for humans to read, not for computers to execute.
  • 11. PIPELINE TEAM Ines Desdemarsa Juliana Kristanti Novita Sari