6.2) Python: Loop over List, String, Dictionary, and Numpy Array

Published: 23 August 2020
on channel: Python for Econometrics

331

1.1) Why Python?
   • 1.1) Why Python?

1.2) Why run Python code in Google Colab?
   • 1.2) Why run Python code in Google Colab?

1.3) Why learn Python in DataCamp?
   • 1.3) Why learn Python in DataCamp?

1.4) Why learn Python in Dataquest?
   • 1.4) Why learn Python in Dataquest?

1.5) Introduction to Markdown in Google Colab
   • 1.5) Introduction to Markdown in Google Colab

1.6) Learn Latex in Google Colab
   • 1.6) Learn Latex in Google Colab

1.7) Upload Data in Github to Open in Google Colab
   • 1.7) Upload Data in Github to Open in Goog...

2.1) NumPy: Data Types
   • 2.1) NumPy: Data Types

2.2) NumPy: Creating Array
   • 2.2) NumPy: Creating Array

2.3) NumPy: Increment Operator
   • 2.3) NumPy: Increment Operator

2.4) NumPy: Mean, Standard Deviation
   • 2.4) NumPy: Mean, Standard Deviation

3.1) Pandas: Introduction to Series
   • 3.1) Pandas: Introduction to Series

3.2) Pandas: DataFrame
   • 3.2) Pandas: DataFrame

3.3) Pandas: Reading Excel Files in Google Colab
   • 3.3) Pandas: Reading Excel Files in Google...

3.4) Pandas: Reading CSV or Text Files in Google Colab
   • 3.4) Pandas: Reading CSV or Text Files in ...

3.5) Pandas: Merging Dataframes
   • 3.5) Pandas: Merging Dataframes

3.6) Pandas Concatenate or Append Function
   • 3.6) Pandas: Concatenate or Append Function

3.7) Pandas: Pivoting from "Long" to "Wide" Format
   • 3.7) Pandas: Pivoting from "Long" to "Wide...

3.8) Pandas: Mean of a Variable with Conditions
   • 3.8) Pandas: Mean of a Variable with Condi...

3.9) Pandas: Recode Categorical Variable
   • 3.9) Pandas: Recode Categorical Variable

3.10) Pandas: Filter Columns and Rows
   • 3.10) Pandas: Filter Columns and Rows

3.11) Load Excel/CSV Files into Google Colab
   • 3.11) Load Excel/CSV Files into Google Colab

3.12) Series vs Dataframe vs MultiIndex (Panel)
   • 3.12) Series vs Dataframe vs MultiIndex (P...

4.1) Matplotlib: Introduction
   • 4.1) Matplotlib: Introduction

4.2) Matplotlib: Boxplot and Histogram
   • 4.2) Matplotlib: Boxplot and Histogram

4.3) Matplotlib: Scatterplot
   • 4.3) Matplotlib: Scatterplot

4.4) Matplotlib: Figure vs Axis
   • 4.4) Matplotlib: Figure vs Axis

5.1) Plotly: Dynamic Scatterplot with Clusters
   • 5.1) Plotly: Dynamic Scatterplot with Clus...

5.2) Plotly: Dynamic Histogram with Vertical Line
   • 5.2) Plotly: Dynamic Histogram with Vertic...

5.3) Plotly: Bar Chart
   • 5.3) Plotly: Bar Chart

6.1) Python: Function, Conditional Statement, Data Transformation
   • 6.1) Python: Function, Conditional Stateme...

6.2) Python: Loop over List, String, Dictionary, and Numpy Array
   • 6.2) Python: Loop over List, String, Dicti...

6.3) Fibonacci: Recursion vs Loop
   • 6.3) Fibonacci: Recursion vs Loop

6.4) Python: Loop to Simulate Coin Tosses
   • 6.4) Python: Loop to Simulate Coin Tosses

6.5) Python Loop, List Comprehension, and Lambda Function
   • 6.5) Python Loop, List Comprehension, and ...

6.6) Python: *args vs **kwargs
   • 6.6) Python: *args vs **kwargs

6.7) What the Arrow Means in Python Function Definition?
   • 6.7) What the Arrow Means in Python Functi...

7.1) Everything in Python is an Object
   • 7.1) Everything in Python is an Object

7.2) Learn How to Create a Class in Python
   • 7.2) Learn How to Create a Class in Python

8.1) DataCamp Signal Assessment: Python Programming
   • 8.1) DataCamp Signal Assessment: Python Pr...

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