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Machine Learning

990 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

See path

5 lessons

23 practices

1 hour

Feature Engineering

Course details

Calculating Simple Moving Average (SMA) for Tesla Stock Using Pandas

Preview

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

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Next Course: Preparing Financial Data for Machine Learning

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From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11