In this course, we will examine the currency exchange rate relative to the euro. Our analysis will include Exploratory Data Analysis (EDA), generating visualizations, and developing a strategy to determine opportune moments for purchasing dollars. This strategy will involve trend detection techniques and constructing moving average curves to identify potential profit opportunities.
Loading Actual Data Using API
Actual Data Extraction Using Pandas: Detecting File With Actual Data
Actual Data Extraction Using Pandas: Uploading Data From File
Accessing a Subset of Columns
Extracting Columns With Particular Currency
Realigning the DataFrame Index and Its Impact
Accessing Data by Numerical Index
Establishing a Date as the Row Index
Retrieving Data Using Date as an Index
Calculating Basic Statistics
Verifying Data Integrity by Detecting Missing Values
Visualizing Data for Insights
Utilizing Moving Average to Identify Non-linear Trends
Creating Trading Rule: Traversing the Dataset
Creating Trading Rule: Identifying Buy and Sell Signals
Creating Trading Rule: Adding Trading Signals to Exchange Rate Dataset
Visualizing Trading Signals