Azure Databricks Training enables professionals to acquire data engineering, big data analytics, and artificial intelligence (AI) workflow expertise. You will learn how to run Apache Spark on Databricks, how to work with machine learning processes, and how to perform integrations between data on the Azure Data Lake and Synapse Analytics. Gain online certification and be ready to work in cloud-based roles.
Online self-learning courses offer autonomy, allowing individuals to learn at their own pace. They provide structured training materials with review exercises to enhance understanding. Utilizing multimedia resources like videos and presentations, learners actively engage with the content. while flexibility enables customization of study schedules. This fosters an environment conducive to effective learning and skill development, accommodating personal commitments.
The Azure Databricks Training offered by GoLogica in Gurgaon is aimed at assisting the learners to develop a solid knowledge in the area of Big Data analytics, Machine Learning, and advanced data engineering on Microsoft Azure. Databricks is an efficient platform that integrates the leadership of Apache Spark with the Cloud ecosystem of Azure so that organizations can process large datasets, perform analytics, and apply AI-based solutions efficiently.
The Azure Databricks course training starts with an overview of the Databricks platform, its architecture, and the integration with other services of the Azure family. You will be taught how to create and maintain clusters, to construct data pipes, and to perform ETL jobs using Apache Spark. The course also discusses Delta Lake for data lake management, real-time data streaming, and instructions to build scalable machine learning models using MLflow.
The certification program of Azure Databricks offered by GoLogica in Gurgaon focuses on practical learning. Lab sessions and projects will help you solve real-world problems, including consuming data across multiple sources, manipulating and cleaning data, creating dashboards, and running machine learning pipelines. The training program also highlights the best practices in performance optimization, cost management, and security.
The training program is also conducted online, which is well-suited to all data engineers, data scientists, developers, and cloud professionals who are interested in upskilling in modern data and AI technologies. If you are looking to specialize in big data pipelines, predictive analytics, or AI solutions, this Azure Databricks Training by GoLogica in Gurgaon offers the appropriate combination of skills and knowledge.
After the completion of the Azure Databricks Training, you will obtain a certification that will confirm your knowledge of data workflow, analytics, and machine learning management on Azure. The certification improves your chances of becoming a better professional in the field and can equip you to work as an Azure Data Engineer, Big Data Specialist, or AI Engineer.
Begin your path at GoLogica with the Azure Databricks Training and acquire the skills to create powerful, scalable, and intelligent solutions based on data in the modern cloud-based world.
Salary Trends:
According to Indeed, The average salary of an Azure Databricks professional typically ranges from $100k to $120k PA. It depends on factors such as experience, location, and specific job responsibilities.
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Azure Databricks Curriculum
What is Azure Databricks?
Create the Azure Databricks cluster and workspace
Understanding Azure Databricks Notebooks
Overview of Spark Architecture
The architecture of Azure Databricks spark cluster
The architecture of Spark Job
Read Data in CSV and JSON Format
Read Data in the Parquet Format
Read Data stored in views and tables
Write the data
What is a Dataframe?
Using the Common Dataframe Methods
Display Function
Differentiate the Lazy and Eager function
How does the Catalyst Optimizer work?
Identify Transformations and Actions
Performance Enhancements Enabled by the Tungsten and Shuffle operations
Column Class
Working with the Column Expressions
Perform time and data manipulation
Using Aggregate functions
Azure Databricks platform architecture
Perform data protection
Security Scope of Azure Key Vault and Databricks
Secure Access with the Azure Authentication and IAM
Explain Security
Open Source Delta Lake
How Azure Databricks manages Delta Lake
Azure Databricks structured streaming
Performing the Stream Processing through the structured streaming
Working with the Time Windows
Process the data from the Event Hubs with the structured streaming
Bronze, Gold, and Silver Architecture
Performing the Batch and stream processing
Scheduling the Databricks jobs in the data factory pipeline
Passing the Parameters in and out of the Databricks jobs in the data factory
What is CI/CD
Creating the CI/CD process with the Azure DevOps
The GoLogica certification is widely acknowledged, enhancing the credibility of your resume and opening doors to high-level positions in leading multinational corporations globally.
At the end of this course, you will receive a course completion certificate which certifies that you have successfully completed GoLogica training in Azure Databricks technology.
You will get certified in Azure Databricks by clearing the online examination with a minimum score of 70%.
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Azure Databricks Objectives
GoLogica Azure Databricks online training combines theoretical knowledge with practical exercises and labs to teach skills like
• Data Engineering
• Spark basics
• Azure services integration
• Collaboration
• Security
• Compliance and performance tuning.
Azure Databricks online training enhances big data processing, analytics, and machine learning professionals' Azure cloud environment capabilities, covering ETL processes, data exploration, experimentation, model deployment, visualization, reporting, and BI integration.
GoLogica offers comprehensive Azure Databricks online training, including experienced instructors, practical labs, real-world projects, certification preparation, and support through forums and Q&A sessions.
Azure Databricks training necessitates a fundamental understanding of cloud platforms, big data concepts, programming, data analysis, engineering, SQL, and data warehousing, which can enhance the training experience and real-world application.
• Azure Databricks courses are crucial for professionals in data engineering
• Data Science
• Big data analytics
• Offering skills in big data processing
• Integration with Azure services, and certification opportunities.
Azure Databricks learning is influenced by experience, technical background, course structure, resources, hands-on practice, learning pace, and complexity, with big data experience and well-structured courses simplifying the process.
• Azure Databricks, built on Apache Spark
• Managed service that integrates seamlessly with Azure services
• Eliminating the need for cluster management
• Facilitating efficient data processing.
• Azure Databricks provides various clusters
• Including Standard
• High-Performance
• Serverless
• Interactive
• Dedicated, and Custom
• Tailored for specific use cases like data analysis
• Machine learning and exploration.
• Azure Databricks notebooks are efficient collaborative documents that
• Combine code
• Text, and visualizations
• Allowing data scientists
• Engineers, and analysts to efficiently explore, develop, and document their work.
• MLflow is an open-source platform
• Offering tools for model management
• Experiment tracking
• Deployment, and is integrated with Azure Databricks.
• Databricks is a machine-learning platform that utilizes:
• Apache Spark's distributed computing capabilities for model training
• Enabling users to import and clean data
• Experiment with various algorithms.
Azure Databricks is a robust data pipeline and analytics solution that integrates with Azure services like:
• Storage
• Database
• Machine learning
• Security
• Visualization
• Real-time processing
• Cosmos DB
• Python SDK and SQL commands.
Why GoLogica?
10+
Years of Experience
250+
Corporate Clients
750+
Courses
50K+
Careers Transformed
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Visit GoLogica website, locate the 'Certificates' section, follow the instructions to verify your course completion by completing the exam and Get more than 70% marks. And download your certificate.
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Self-paced training allows learners to study at their own speed, while Live Online training offers real-time, interactive sessions with an instructor.
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Azure Databricks rated
(5.0 / 5) based on 1 reviews.
Neeraj kumar
I really happy to completed my Azure Databricks Training At GoLogica, our instructor covered all aspects of Azure Databricks, including cluster and workspace architecture, and the support team was responsive.
