Cloud technologies training course description This course provides an introduction to cloud technologies, including, configuration and deployment, security, maintenance, and management. It covers all aspects of cloud computing infrastructure. It will help you to master the fundamental concepts, terminology, and characteristics of cloud computing. . What will you learn Contrast and compare AWS, GCP and Azure. Explain the different cloud services, models and characteristics. Explain cloud virtualization components and options. Explain cloud security options. Describe cloud automation, orchestration, monitoring and performance options. Cloud technologies training course details Who will benefit: Anyone working with or looking to work with cloud technologies. Prerequisites: None. Duration 2 days Cloud technologies training course contents What is the cloud? The Internet Cloud computing Benefits Disadvantages Cloud services IaaS, PaaS, SaaS, others. Cloud service providers AWS, GCP Microsoft Azure, others Cloud architectures Private, public, hybrid others Cloud based delivery The cloud and virtualization Virtual Machines, networks, storage, deployment. Accessing the Virtual Machine Secure cloud environments Security considerations. Data privacy considerations Automation and orchestration Monitoring and performance Performance Cost issues Cost containment
In this course, you will get familiar with Microsoft Azure, its interface, and various services. You will provision and then use Microsoft Azure resources and services and have an appreciation for how everything connects and can contribute to your stable and modern application being developed.
The comprehensive Microsoft Azure has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the Microsoft Azure today, and learn from the very best the industry has to offer! This best selling Microsoft Azure has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Microsoft Azure is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Microsoft Azure is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Microsoft Azure is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Microsoft Azure, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Microsoft Azure will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Microsoft Azure to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Course Overview The comprehensive Microsoft Azure Services Certification has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the Microsoft Azure Services Certification today, and learn from the very best the industry has to offer! This best selling Microsoft Azure Services Certification has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Microsoft Azure Services Certification is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Microsoft Azure Services Certification is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Microsoft Azure Services Certification is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Microsoft Azure Services Certification, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Microsoft Azure Services Certification will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Microsoft Azure Services Certification to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
This course is a complete course on Microsoft Azure storage service. The course is intended to help people learn Azure concepts quickly and give enough practice exercises to get them started with their cloud journey with a specific focus on Microsoft Azure.
This course is designed for candidates looking to demonstrate foundational-level knowledge of cloud services of Microsoft Azure by clearing the AZ-900 Microsoft Azure fundamentals exam. The course is recommended for job seekers looking for a career in the cloud domain.
The comprehensive Microsoft Azure Machine Learning has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the Microsoft Azure Machine Learning today, and learn from the very best the industry has to offer! This best selling Microsoft Azure Machine Learning has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Microsoft Azure Machine Learning is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Microsoft Azure Machine Learning is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Microsoft Azure Machine Learning is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Microsoft Azure Machine Learning, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Microsoft Azure Machine Learning will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Microsoft Azure Machine Learning to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Course Overview The comprehensive Az-900 Microsoft Azure Fundamentals has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the Az-900 Microsoft Azure Fundamentals today, and learn from the very best the industry has to offer! This best selling Az-900 Microsoft Azure Fundamentals has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Az-900 Microsoft Azure Fundamentals is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Az-900 Microsoft Azure Fundamentals is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Az-900 Microsoft Azure Fundamentals is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Az-900 Microsoft Azure Fundamentals, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Az-900 Microsoft Azure Fundamentals will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Az-900 Microsoft Azure Fundamentals to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
The course is intended to help people learn Azure concepts quickly and give enough practice exercises to get them started with their cloud journey with a specific focus on Microsoft Azure.
Course Overview Familiarise yourself with the cloud computing service that has become a global benchmark with this Microsoft Azure Fundamentals Az900 Exam Preparation 2021. Regardless of your previous experience of cloud computing, or lack of it, this training is an excellent way to learn and understand the basics of this Microsoft platform. It's an ideal opportunity to make your resume more attractive to IT recruiters and organisations. By taking this Az900 Exam Preparation, you will be given access to easy-to-understand modules, covering details of all of the exam topics as well as expert guidance for passing it. Alongside basic cloud concepts, every aspect of the software components will be presented and explained. All of this information and a complete learning curve is made available to you in this one invaluable tutorial. This best selling Microsoft Azure Fundamentals Az900 Exam Preparation 2021 has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Microsoft Azure Fundamentals Az900 Exam Preparation 2021 is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Microsoft Azure Fundamentals Az900 Exam Preparation 2021 is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Microsoft Azure Fundamentals Az900 Exam Preparation 2021 is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Microsoft Azure Fundamentals Az900 Exam Preparation 2021, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Microsoft Azure Fundamentals Az900 Exam Preparation 2021 will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Microsoft Azure Fundamentals Az900 Exam Preparation 2021 to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Duration 4 Days 24 CPD hours This course is intended for This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud. Overview Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure. Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring with Azure Machine Learning and MLflow. Prerequisites Creating cloud resources in Microsoft Azure. Using Python to explore and visualize data. Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow. Working with containers AI-900T00: Microsoft Azure AI Fundamentals is recommended, or the equivalent experience. 1 - Design a data ingestion strategy for machine learning projects Identify your data source and format Choose how to serve data to machine learning workflows Design a data ingestion solution 2 - Design a machine learning model training solution Identify machine learning tasks Choose a service to train a machine learning model Decide between compute options 3 - Design a model deployment solution Understand how model will be consumed Decide on real-time or batch deployment 4 - Design a machine learning operations solution Explore an MLOps architecture Design for monitoring Design for retraining 5 - Explore Azure Machine Learning workspace resources and assets Create an Azure Machine Learning workspace Identify Azure Machine Learning resources Identify Azure Machine Learning assets Train models in the workspace 6 - Explore developer tools for workspace interaction Explore the studio Explore the Python SDK Explore the CLI 7 - Make data available in Azure Machine Learning Understand URIs Create a datastore Create a data asset 8 - Work with compute targets in Azure Machine Learning Choose the appropriate compute target Create and use a compute instance Create and use a compute cluster 9 - Work with environments in Azure Machine Learning Understand environments Explore and use curated environments Create and use custom environments 10 - Find the best classification model with Automated Machine Learning Preprocess data and configure featurization Run an Automated Machine Learning experiment Evaluate and compare models 11 - Track model training in Jupyter notebooks with MLflow Configure MLflow for model tracking in notebooks Train and track models in notebooks 12 - Run a training script as a command job in Azure Machine Learning Convert a notebook to a script Run a script as a command job Use parameters in a command job 13 - Track model training with MLflow in jobs Track metrics with MLflow View metrics and evaluate models 14 - Perform hyperparameter tuning with Azure Machine Learning Define a search space Configure a sampling method Configure early termination Use a sweep job for hyperparameter tuning 15 - Run pipelines in Azure Machine Learning Create components Create a pipeline Run a pipeline job 16 - Register an MLflow model in Azure Machine Learning Log models with MLflow Understand the MLflow model format Register an MLflow model 17 - Create and explore the Responsible AI dashboard for a model in Azure Machine Learning Understand Responsible AI Create the Responsible AI dashboard Evaluate the Responsible AI dashboard 18 - Deploy a model to a managed online endpoint Explore managed online endpoints Deploy your MLflow model to a managed online endpoint Deploy a model to a managed online endpoint Test managed online endpoints 19 - Deploy a model to a batch endpoint Understand and create batch endpoints Deploy your MLflow model to a batch endpoint Deploy a custom model to a batch endpoint Invoke and troubleshoot batch endpoints