About this Course
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Flexible deadlines

Reset deadlines in accordance to your schedule.

Advanced Level

General knowledge of Azure

Approx. 19 hours to complete

Suggested: 9 hours/week...

English

Subtitles: English

What you will learn

  • Check

    Define Artificial Intelligence and Machine Language

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    Describe AI tools and roles, and the Microsoft Team Data Science Process

  • Check

    Work with Azure APIs, including those for vision, language, and search

  • Check

    Create, train, test and deploy your AI model in the cloud

Skills you will gain

Python ProgrammingAzure AI modelsMicrosoft Team Data Sciences ProcessAzure Machine Learning ServiceAzure Machine Learning Workspace

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Advanced Level

General knowledge of Azure

Approx. 19 hours to complete

Suggested: 9 hours/week...

English

Subtitles: English

Syllabus - What you will learn from this course

Week
1
4 hours to complete

Introduction to Artificial Intelligence

10 videos (Total 47 min), 6 readings, 4 quizzes
10 videos
Definition of AI and Machine Learning4m
Machine Learning Alogrithms5m
Python Basics1m
Python Collections6m
Python Variables2m
Python Scientific Ecosystem and ML Libraries5m
Linear Regression with Scikit Learn8m
Logistic Regression with Scikit Learn9m
Module conclusion1m
6 readings
Exercise: Sign up for a free Azure account or login to your existing one.30m
Definition of AI10m
Comparison of machine learning algorithms10m
Links to learn more about python10m
Exercise Python Basics notebook30m
Exercise: Scikit-learn models for regression and classification40m
4 practice exercises
Practice: Python Collections2m
AI and ML Definitions6m
Deep Learning3m
Module 1: Introduction to Artificial Intelligence30m
Week
2
3 hours to complete

Standardized AI Processes and Azure Resources

9 videos (Total 44 min), 2 readings, 3 quizzes
9 videos
AI Tools2m
aiprocesses2m
TDSP Stages7m
TDSP General Manager Tasks4m
TDSP Task Lead Tasks5m
TDSP Project Lead Tasks5m
TDSPData Scientist Tasks14m
Module 2 Conclusion49s
2 readings
Microsoft Team Data Science Process10m
Exercise: TDSP in Azure Devops1h
3 practice exercises
Practice: TDSP6m
ML Studio3m
Module 2: Standardized AI Processes and Azure Resources30m
Week
3
3 hours to complete

Azure Cognitive APIs

7 videos (Total 28 min), 3 readings, 3 quizzes
7 videos
Cognitive Services Overview1m
Azure Computer Vision API12m
face api2m
Other Cognitive Services API's2m
Sentiment analysis6m
Module 3 Conclusion1m
3 readings
Exercise: Computer Vision Notebook30m
Exercise: Face API Notebook30m
Exercise: Sentiment Analysis Notebook30m
3 practice exercises
Search API3m
Translation3m
Module 3: Azure Cognitive APIs30m
Week
4
3 hours to complete

Azure Machine Learning Service: Model Training

7 videos (Total 37 min), 3 readings, 5 quizzes
7 videos
Azure ML Service1m
Ways to create an ML Workspace14m
Setting up Experiments2m
Train and register a model5m
Train a model using Azure ML11m
Module 4 Conclusion1m
3 readings
Microsoft Azure Machine Learning Documentation10m
Exercise: Workspace Notebook30m
Exercise: Model Training Notebook1h
5 practice exercises
Azure ML Process3m
Practice: Azure ML Workspace6m
Practice: Train3m
Train Process Step3m
Module 4: Azure Machine Learning Service30m

Instructor

Avatar

Ronald J. Daskevich, DCS

Lead Instructor
LearnQuest

About LearnQuest

LearnQuest, an Apple Authorized Global Training Provider, is the leader in Global IT and Business Skills training. For over 20 years, LearnQuest has partnered with the world's leading technology brands, and is committed to designing, developing and delivering industry-leading technology education and training solutions in a variety of formats to corporations and government agencies in over 180 countries....

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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