This course starts from scratch with Azure Machine Learning and lands in decision trees.
- Free tutorial
- Rating: 3.7 out of 53.7 (183 ratings)
- 9,371 students
- 57min of on-demand video
- Created by Khaled Jemni
- English
What you’ll learn
- Master Azure Machine Learning
- Have a great intuition of many Azure Machine Learning models
- Build an army of powerful Machine Learning models and know how to combine them to solve any problem
- Know which Machine Learning model to choose for each type of problem
- Make robust Machine Learning models
Requirements
- Basic mathematics level
- Passion for Machine Learning, AI, and Data Science
Description
Are you passionate about Machine Learning and AI? Are you looking to find your first steps into Data Science. This course starts from scratch with Azure Machine Learning and lands in decision trees.
I will walk you through the Azure ML Studio, how to create expirements, how to add datasets, how to add algorithms and predict values.
This course does not cover any coding with R or Python, this will be published in a different course.
Who this course is for:
- Anyone interested in Azure Machine Learning.
- Any people who are not that comfortable with coding but who are interested in Azure Machine Learning and want to apply it easily on datasets.
- Any students in college who want to start a career in Data Science.
- Any data analysts who want to level up in Azure Machine Learning.
- Any people who want to become a Data Scientist.
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Course content
5 sections • 16 lectures • 57m total lengthCollapse all sections
Azure Machine Learning Studio2 lectures • 4min
- Azure Machine Learning Studio02:28
- Where to find samples01:10
Creating Machine Learning Models4 lectures • 15min
- Upload a new dataset into Azure Machine Learning Studio02:08
- Create a new expirement and upload an online dataset03:36
- Work with your first expirement and use the convert to Dataset03:17
- Preprocessing Data06:02
First example: flight delays prediction5 lectures • 24min
- Preprocessing flights data05:42
- Cleaning data and transforming its type03:42
- Apply Math in your Azure Machine Learning Expirement04:49
- Preprocessing the weather data05:48
- How to join the datasets and split the rows04:07
Add Algorithms into your ML Expirement4 lectures • 12min
- Explore the available Algorithms02:21
- Explore Azure Machine Learning cheat sheet01:30
- Use algorithms in the ML expirement06:07
- How to see the decision trees in your expirement02:06
Azure AI Gallery1 lecture • 2min
- Publish your Azure ML expirement to the Azure AI Gallery02:17
