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Module 1: Design a Data Ingestion Strategy for Machine Learning Projects
Module 2: Design a Machine Learning Model Training Solution
Module 3: Design a Model Deployment Solution
Module 4: Azure Machine Learning Workspace Resources and Assets
Module 5: Developer Tools for Workspace Interaction
Module 6: Make Data Available in Azure Machine Learning
Module 7: Work with Compute Targets in Azure Machine Learning
Module 8: Work with Environments in Azure Machine Learning
Module 9: Classification Model with Automated Machine Learning
Module 10: Track Model Training in Jupyter Notebooks with MLflow
Module 11: Run Training Script as a Command Job in Azure Machine Learning
Module 12: Track Model Training with MLflow in Jobs
Module 13: Run Pipelines in Azure Machine Learning
Module 14: Perform Hyperparameter Tuning with Azure Machine Learning
Module 15: Deploy a Model to a Managed Online Endpoint
Module 16: Deploy a Model to a Batch Endpoint
This Designing and Implementing a Data Science Solution on Azure (DP-100) Course is designed to introduce professionals to Azure's Data Science and Machine Learning solutions. This course can be beneficial to a wide range of professionals, including:
For attending this Designing and Implementing a Data Science Solution on Azure DP-100 Course, the required prerequisites are proficiency in one of the programming languages like Python, R, or SQL and a basic knowledge about Machine Learning and Azure Machine Learning.
This Designing and Implementing a Data Science Solution on Azure DP-100 Course plays a vital role in transforming raw data into actionable insights, making it more relevant than ever. As organisations harness the power of data to drive decision-making, this course provides essential knowledge for professionals looking to navigate the dynamic landscape of data science on Microsoft Azure.
Proficiency in Data Science on Microsoft Azure is crucial for professionals in various domains, including Data Analysts, Data Engineers, Machine Learning Engineers, and aspiring Data Scientists. This knowledge empowers them to harness the extensive capabilities of Microsoft Azure, allowing them to make informed decisions, build innovative solutions, and stay competitive in the evolving digital world.
In this 4-day Designing and Implementing a Data Science Solution on Azure DP-100 Training Course, delegates will learn essential skills and knowledge to design and implement data science solutions on Azure. They will gain expertise in data ingestion strategies, model training, model deployment, workspace resources, developer tools environments, and various aspects of Machine Learning and data pipelines. The Knowledge Academy’s highly skilled and professional trainers, with 9+ years of experience teaching Microsoft Courses, will conduct this training.
After completing this course, delegates become proficient in designing and implementing data science solutions on Microsoft Azure. They will be armed with comprehensive knowledge and practical skills. Graduates are prepared to tackle real-world data challenges. They can confidently apply their expertise in various domains, enabling businesses to harness the full potential of their data.
Why choose us
Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.
Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.
This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.
All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning experience.
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience
Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!
This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.
Our courses can be adapted to meet your individual project or business requirements regardless of scope.
Cut unnecessary costs and focus your entire budget on what really matters, the training.
This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.
Keep track of your employees’ progression and performance in your own workspace.
Calm and patient
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Microsoft Azure Training
Flexible delivery methods are available depending on your learning style.
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
Total without package: AUD6190
Package price: AUD3695 (Save AUD2495)