Course Details
Course Details
What You'll Learn
Topic 1 Explore the Azure Machine Learning workspace
Explore Azure Machine Learning workspace resources and assets
Explore developer tools for workspace interaction
Topic 2 Work with data in Azure Machine Learning
Make data available in Azure Machine Learning
Topic 3 Automate machine learning model selection with Azure Machine Learning
Find the best classification model with Automated Machine Learning
Topic 4 Train models with scripts in Azure Machine Learning
Run a training script as a command job in Azure Machine Learning
Track model training with MLflow in jobs
Topic 5 Optimize model training in Azure Machine Learning
Run pipelines in Azure Machine Learning
Perform hyperparameter tuning with Azure Machine Learning
Topic 6 Deploy and consume models with Azure Machine Learning
Deploy a model to a managed online endpoint
Deploy a model to a batch endpoint
Course Info
Prerequisite
This is a intermediate course. The following knowledge is asumed:
Software Requirement
Please install the following software prior to the class
1. Pycharm : - Install Pycharm (https://www.jetbrains.com/pycharm/download/)
2 . Install Pytorch
Please follow this guide to install Pytorch https://pytorch.org/get-started/locally/
Job Roles
Job Roles
- Data Scientist
- Azure Data Engineer
- Azure Solution Architect
- Machine Learning Engineer
- Cloud Data Scientist
- Data Analytics Manager
- Cloud Solution Consultant
- Azure DevOps Engineer
- AI Developer on Azure
- Data Science Consultant
- Cloud Infrastructure Specialist
- Big Data Engineer on Azure
- Data Platform Specialist
- Machine Learning Operations (MLOps) Engineer
- Cloud Application Developer
Trainers
Trainers
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
Review
Customer Reviews (7)
- Great practical training Review by Course Participant/Trainee
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Solid content and a supportive trainer. I would definitely sign up for more courses here. (Posted on 12/19/2024)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Learned a lot Review by Course Participant/Trainee
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Solid content and a supportive trainer. I would definitely sign up for more courses here. (Posted on 7/27/2024)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
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