Machine Learning
435 learners
Technical Indicators in Financial Analysis with Pandas
In this course, you will delve into the construction and application of technical indicators commonly used in financial analysis. Working with the Tesla stock dataset, you will apply moving averages and exponential moving averages, and understand how these indicators can be used to make informed trading decisions.
MatPlotLib
Pandas
Python
5 lessons
23 practices
1 hour
Feature Engineering
Lessons and practices
Adjust the Simple Moving Average Window Size
Fix the Code to Visualize Stock Prices and SMA
Calculate and Visualize 20-day SMA for TSLA
Add Missing Analysis for Tesla Stock SMA
Calculating and Visualizing the 20-day Simple Moving Average for $TSLA
Calculate 15-day EMA for Tesla Stock
Identifying and Fixing an Issue in EMA Calculation
Calculate 200-day EMA for Tesla Stock
Calculate and Visualize EMAs for Tesla Stock
Calculate and Visualize the 20-day EMA for Tesla Stock
Identify and Correct the Issue
Complete the Code for SMA and EMA Calculation
Fill in the Moving Averages
Comparing SMA and EMA for Tesla Stock
Plot Tesla Trends for 2020
Analyzing Tesla Stock Trend Signals
Calculate Moving Averages and Identify Crossover Signals
Calculate SMAs and Identify Crossover Points
Calculate EMA and Identify Trend Crosses for Tesla's Volume
Filter Data for the First Half of 2018
Debug and Fix the VWAP Calculation
Calculate and Visualize VWAP for Tesla Stock
Calculate and Visualize VWAP for Tesla
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