Predicting Profitable Euro-Dollar Exchange Signals

Ruslan Shudra

Python

20 Chapters

1 Studying now

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.

Technologie

Python

Taal

Beoordeling

Hoofdstukken

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Loading Actual Data Using API

Actual Data Extraction Using Pandas: Detecting File With Actual Data

Actual Data Extraction Using Pandas: Uploading Data From File

Data Shape Inspection

Data Examination

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 EMA Plots

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