Python control flow and data structures

In this exercise, you will practice some basic Python control flow and data structures, including a for loop, dict, and list. This will show you how Python syntax and data structures may be a little different from other programming languages you are familiar with. Perform the following steps to complete the exercise:

Type python3 in Terminal to open a command-line Python interpreter. You should obtain an output similar to the following:

Python 3.8.10 (default, Nov 14 2022, 12:59:47) 
[GCC 9.4.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>>

Write a for loop in the Command Prompt to print values from 0 to 4 using the following code.

...

Introduction

Data Exploration and Cleaning

(Challenge) Exploring Remaining Financial Features in Dataset

Introduction to scikit-learn and Model Evaluation

Fake News Detection Using Scikit-learn

(Challenge) Logistic Regression and Precision-Recall Curve

Details of Logistic Regression and Feature Extraction

(Challenge) Logistic Regression Model and Coefficients

The Bias-Variance Trade-Off

(Challenge) Cross-Validation and Feature Engineering

Decision Trees and Random Forests

(Challenge) Cross-Validation Grid Search with Random Forest

Gradient Boosting, XGBoost, and SHAP Values

(Challenge) XGBoost and SHAP Explanation for Case Study Data

Predict Frog Toxicity with Python and XGBoost

Test Set Analysis, Financial Insights, and Delivery to the Client

(Challenge) Deriving Financial Insights

Appendix

Exercise: Getting Familiar with Python

Python control flow and data structures