Data Analytics and Machine Learning using Azure Training
Data Analytics and Machine Learning using Azure Course:
Microsoft Azure provides a range of platform-as-a-service (PaaS) offerings that can act in support of a big data analytics solution and can be used to build the next generation machine learning solutions in your organisation. If your company already uses Azure cloud, most likely you will love the services offered by MS Azure for machine learning. In this Data analytics and Machine Learning training on Azure platform, that can be further customised based on the need of your organisation, we do cover the fundamental patterns of the data lake and azure function architecture, recognize the canonical steps in the analytics data pipeline and learn how to use Azure Data Factory to orchestrate them. Data Analytics and Machine Learning using Azure training covers topics such as how to use and integrate Azure Data Lake Store, Data Lake Analytics, HDInsight (including Spark), Stream Analytics, SQL Data Warehouse, ML Studio and Event Hubs is covered in this Azure with Machine Learning training. The training goes on to cover the understanding about where Azure Machine Learning fits into your data analytics pipeline, gain experience using these services on real-world data that has real-world problems, with scenarios ranging from aviation to Internet of Things (IoT).
Data Analytics and Machine Learning using Azure Course Curriculum
The Analytics Data Pipeline
Lambda Architecture
Choosing Between Lambda and Kappa
Introducing the Analytics Scenarios
Ingest Loading Layer
Disk Shipping
Stream Loading
File-Oriented Storage
Azure Disks
Stream Processing
Micro-Batch Processing in Azure
Storm on HDInsight
Batch Processing with MapReduce on HDInsight
Batch Processing with Pig on HDInsight
Batch Processing with SQL Data Warehouse
Batch Processing with Azure Batch
Interactive Querying with Azure SQL Data Warehouse
Interactive Querying with Hive and Tez
Interactive Querying with USQL
Azure Redis Cache
SQL Database
HBase on HDInsight
Azure Machine Learning APIs
SQL R Services
Azure Open Datasets
Managing Metadata with Azure Data Catalog
Add an Azure Data Lake Store Asset
Add a SQL Data Warehouse
Identity and Access Management
Auditing
Analytics with Power BI
Batch Analytics Reporting with Power BI
Frequently Asked Questions
This "Data Analytics and Machine Learning using Azure" course is an instructor-led training (ILT). The trainer travels to your office location and delivers the training within your office premises. If you need training space for the training we can provide a fully-equipped lab with all the required facilities. The online instructor-led training is also available if required. Online training is live and the instructor's screen will be visible and voice will be audible. Participants screen will also be visible and participants can ask queries during the live session.
Participants will be provided "Data Analytics and Machine Learning using Azure"-specific study material. Participants will have lifetime access to all the code and resources needed for this "Data Analytics and Machine Learning using Azure". Our public GitHub repository and the study material will also be shared with the participants.
All the courses from zekeLabs are hands-on courses. The code/document used in the class will be provided to the participants. Cloud-lab and Virtual Machines are provided to every participant during the "Data Analytics and Machine Learning using Azure" training.
The "Data Analytics and Machine Learning using Azure" training varies several factors. Including the prior knowledge of the team on the subject, the objective of the team learning from the program, customization in the course is needed among others. Contact us to know more about "Data Analytics and Machine Learning using Azure" course duration.
The "Data Analytics and Machine Learning using Azure" training is organised at the client's premises. We have delivered and continue to deliver "Data Analytics and Machine Learning using Azure" training in India, USA, Singapore, Hong Kong, and Indonesia. We also have state-of-art training facilities based on client requirement.
Our Subject matter experts (SMEs) have more than ten years of industry experience. This ensures that the learning program is a 360-degree holistic knowledge and learning experience. The course program has been designed in close collaboration with the experts working in esteemed organizations such as Google, Microsoft, Amazon, and similar others.
Yes, absolutely. For every training, we conduct a technical call with our Subject Matter Expert (SME) and the technical lead of the team that undergoes training. The course is tailored based on the current expertise of the participants, objectives of the team undergoing the training program and short term and long term objectives of the organisation.
Drop a mail to us at [email protected] or call us at +91 8041690175 and we will get back to you at the earliest for your queries on "Data Analytics and Machine Learning using Azure" course.
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