Build your first AI Stock Predictor using Amazon Forecast

Offered By
Coursera Project Network
In this Free Guided Project, you will:

E​xplore the feature of Amazon's Machine Learning as a Service (MLaaS) : Amazon Forecast

F​orecast Tesla Stock Prices using Amazon Forecast without writing a single line of code

Showcase this hands-on experience in an interview

Clock2 hours
BeginnerBeginner-friendly
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

Based on the same technology used at amazon.com, AWS Forecast helps businesses and enterprises around the world to build accurate forecast. AWS Forecast is a machine learning service using which you could build forecast for multiple domains such as retail, inventory planning,etc. AWS Forecast also has automated machine learning capabilities which frees developers from many complexities of developing forecasting model from scratch and also saving the time. By the end of this course, you shall learn how to build your first AI Based stock market forecast using AWS Forecast. You shall also learn what are the different algorithms which are available as part of AWS Forecast and also how easy it is to train and deploy them. Please note: As part of this course, you would need your AWS Account to complete the course. It would be charged as per your usage of AWS Foreacst service. However, if you are using AWS Forecast for the first time, at the time of creating this course – AWS provides 10 hours of free hours to train or evaluate the model and 5 GB of storage during the first month. Overall you need to use this service within the first 1 month post which you shall be charged

Requirements

B​asics of Forecast

Skills you will develop

ForecastingMachine LearningAmazon ForecastpredictionCloud Computing

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. G​et Started with Amazon Forecast

  2. E​xplore and Upload Dataset to S3

  3. C​reate Dataset Group, Datasets and Import Data to Amazon Forecast

  4. T​rain a Predictor

  5. I​nterpreting Training Predictor Results

  6. G​enerate Forecasts on the Console

  7. G​enerate Forecast and Export to CSV

  8. A​void Suprise Expenses: Delete AWS Resources

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently asked questions

Frequently Asked Questions

More questions? Visit the Learner Help Center.