WHAT YOU WILL LEARN
Handle Azure assets for machine studying
Run experiments and prepare fashions
Deploy and operationalize moral machine studying options
Methods to plan and create a working surroundings for information science workloads on Azure and how you can run information experiments and prepare predictive fashions.
SKILLS YOU WILL GAIN
- Handle Azure assets for machine studying
- Deploy and operationalize machine studying options
- Run experiments and prepare fashions
- Implement accountable machine studying
- Machine Studying
- Supervised Studying
- Regression Evaluation
- regression
- Work with Information and Compute in Azure Machine Studying
- Use the Azure Machine Studying SDK to coach a mannequin
- Choose fashions and shield delicate information
- Orchestrate pipelines and deploy real-time machine studying providers with Azure Machine Studying
About this Specialization
This Specialization is meant for information scientists with present data of Python and machine studying frameworks like Scikit-Study, PyTorch, and Tensorflow, who need to construct and function machine studying options within the cloud. This Specialization teaches learners how you can create end-to-end options in Microsoft Azure. They are going to learn to handle Azure assets for machine studying; run experiments and prepare fashions; deploy and operationalize machine studying options; and implement accountable machine studying. They may also study to make use of Azure Databricks to discover, put together, and mannequin information; and combine Databricks machine studying processes with Azure Machine Studying. This program consists of 5 programs to assist put together you to take the Examination DP-100: Designing and Implementing a Information Science Resolution on Azure. The certification examination is a chance to show data and experience function machine studying options at cloud scale utilizing Azure Machine Studying. This specialization teaches you to leverage your present data of Python and machine studying to handle information ingestion and preparation, mannequin coaching and deployment, and machine studying resolution monitoring in Microsoft Azure. Every course teaches you the ideas and abilities which are measured by the examination. By the tip of this program, you’ll be able to take the DP-100: Designing and Implementing a Information Science Resolution on Azure.
Utilized Studying Undertaking
Learners will have interaction in interactive workout routines all through this program that provides alternatives to apply and implement what they’re studying. They are going to work instantly within the Azure Portal and use the Microsoft Study Sandbox. This can be a free surroundings that permits learners to discover Microsoft Azure and get hands-on with dwell Microsoft Azure assets and providers. For instance, if you find out about coaching a deep neural community; you’ll work in a brief Azure surroundings referred to as the Sandbox. The sweetness about that is that you’ll be working with actual expertise however in a managed surroundings, which lets you apply what you study, and at your personal tempo. You will have a Microsoft account. Should you don’t have one, you possibly can create one totally free. The Study Sandbox permits free, fixed-time entry to a cloud subscription with no bank card required. Learners can safely discover, create, and handle assets with out the worry of incurring prices or “breaking manufacturing”.
0 Comments