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Programming Basics

FIN 501: Programming in Finance

01

Lecture 1: Data and Variable

Introduction to data types and variables in Python programming

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02

Lecture 2: Work with List

Working with lists and list operations in Python

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03

Lecture 3: Functions

Understanding and creating functions in Python

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04

Lecture 4: Conditional Execution

Control flow and conditional statements in Python

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05

Lecture 5: Loop - For Loop

Introduction to for loops and iteration in Python

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06

Lecture 6: Loop - While Loop

Understanding while loops and conditional iteration in Python

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07

Lecture 7: Loop - Other Techniques

Advanced loop techniques and best practices in Python

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08

Lecture 8: Numpy Array

Working with NumPy arrays for numerical computing in Python

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09

Lecture 09: Vectorization Programming

Efficient vectorized operations and performance optimization in Python

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10

Lecture 10: Matrix Operation

Matrix operations and linear algebra with NumPy in Python

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11

Lecture 11: Pandas DataFrame Part 1

Introduction to Pandas DataFrames for data manipulation and analysis

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12

Lecture 12: Pandas DataFrame Part 2

Advanced Pandas DataFrame operations and data analysis techniques

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13

Lecture 13: JSON

Working with JSON data format for data exchange and storage in Python

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