Introduction to Data Science with Python

Solution: NumPy Essentials

Explore core NumPy techniques by generating and reshaping arrays, then performing arithmetic operations like adding scalars. Understand how to manipulate data structures essential for data analysis using Python.

We'll cover the following...

Solution
Explanation

1.Introduction

2.Python Essentials

3.NumPy: Data Analysis

4.Pandas: Data Analysis

5.Matplotlib: Data Visualization

6.Seaborn: Statistical Data Visualization

Project

7.Pandas: Data Visualization

8.Plotly: Interactive Data Visualization

9.Project 1: Oil vs. Banks During Recession

10.Project 2: Emergency Calls Dataset

11.Wrap Up

Solution: NumPy Essentials