Cloud AI with Azure Machine Learning Studio
Here’s What You’ll Get
You will learn all about regression, binary and multiclass classification, clustering, and recommendation. You’ll also master popular learning algorithms like the decision tree and the three types of ensembles.
As you progress through the training material, you’ll design, build and train many complex machine learning models in the cloud by using Microsoft’s innovative no-code pipeline designer.
I will provide you with all the datasets and examples you need to get going and build your own cloud-scale machine learning apps.
Format: self-paced, guided or classroom
Content: training lectures, video lessons, quizzes and lab assignments
Requirements: a laptop with the Chrome or Edge web browser installed.
Support: Slack channel, video support calls, or live classroom support
Associated certification: none
Setting Up A Workspace
Set up Azure Machine Learning
Setting Up Datasets
Lab: set up the California Housing dataset
Processing Numeric Data
Lab: process California housing data
Building Machine Learning Pipelines
Lab: build your first pipeline
Multiple linear regression
Lab: predict house prices in California
Processing Text And Geo Data
Lab: improve the California housing pipeline
ROC, AUC, and Bias
Lab: predict heart disease
The confusion matrix
Micro and macro averages
Lab: recognise handwriting
Deep Neural Networks
Neural network architectures
Visualize hidden layers
How to train neural networks
Lab: recognize cats and dogs
Training And Evaluating Models
K-Fold Cross Validation
Lab: detect spam messages
Lab: predict Titanic survivors
Lab: predict bike sharing demand
he Davies-Bouldin index
Lab: classify Iris flowers
Single Value Decomposition
Lab: recommend movies
Sign Up For This Training
You can sign up for this training right now by clicking the button, filling in the checkout form and completing your payment.
Once we have received your payment, you will receive an email within minutes with a link to access the online training platform.
Please note that the listed price is ex VAT. Registered EU businesses with a valid VAT number can defer the VAT during checkout. Non-EU businesses and individuals do not pay VAT.
Looking For Something Else?
Is this online training not what you’re looking for? Then please check out my other AI training courses.
Related Microsoft Training
CHECK OUT MY MICROSOFT DATA & AI TRAINING COURSES
Would you rather train with your team in a classroom setting? Then please check out my Microsoft Data & AI training courses.
Paul Simpson, online student
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