Introduction to Cloud Computing Why Businesses Are Moving to the Cloud Types of Cloud Computing (Public, Private, Hybrid) Key Benefits of Cloud Adoption Cloud Service Models: IaaS, PaaS, SaaS Major Cloud Providers: AWS, Azure, Google Cloud Cloud Security Best Practices The Role of AI and Automation in Cloud Computing Cloud Computing Career...

Introduction to Data Analytics Fundamentals of Data Collection and Cleaning Exploratory Data Analysis (EDA) Descriptive and Inferential Statistics Data Visualization Techniques and Tools SQL for Data Analysis Python and R for Data Analytics Machine Learning Basics for Data Analysts Business Intelligence and Reporting Real-World Case Studies and...

Introduction to Mathematics in Data Science Why Math is Important for Data Science Key Mathematical Concepts for Data Science Linear Algebra and its Role in Data Science Probability and Statistics for Data Analysis Calculus in Machine Learning Algorithms Optimization Techniques in Data Science Graph Theory and Network Analysis Real-World...

Introduction to Cloud Performance in DevOps How DevOps Improves Cloud Scalability Automating Cloud Deployments with DevOps CI/CD Pipelines for Cloud-Native Applications Infrastructure as Code for Cloud Optimization Monitoring and Logging in Cloud DevOps Security Best Practices in Cloud DevOps Cloud Cost Optimization with DevOps Role of AI in...

Introduction to AWS Big Data Services Key Features of AWS Big Data Solutions Amazon S3 and Data Storage AWS Glue for Data Transformation Amazon Redshift for Data Warehousing Amazon EMR for Big Data Processing AWS Athena for Serverless Querying Machine Learning with AWS Big Data Security and Compliance for Big Data on AWS AWS Big Data vs...

Introduction to AWS Use Cases Web Hosting on AWS Big Data Processing with AWS Machine Learning and AI on AWS Serverless Computing with AWS Lambda Enterprise Applications and SAP on AWS IoT Applications Using AWS AWS for DevOps and Continuous Deployment Security and Compliance Applications on AWS Disaster Recovery and Backup Solutions on...

Introduction to Azure Data Engineer Associate Certification Roles and Responsibilities of an Azure Data Engineer Prerequisites for Azure Data Engineer Certification Exam Format and Structure (DP-203) Key Skills Required for Azure Data Engineers Azure Data Services Overview (Azure SQL, Data Lake, Synapse, etc.) Security and Compliance in Azure...

Introduction to Cloud Certifications AWS Certifications Overview Microsoft Azure Certifications Overview Google Cloud Certifications Overview Cloud DevOps Certifications Cloud Data Engineer Certifications Best Cloud Certifications for Beginners Best Cloud Certifications for Experienced Professionals Cost and Difficulty Level of Each...

Introduction to Azure Data Factory Key Features of Azure Data Factory How Azure Data Factory Works Data Integration and ETL Pipelines in Azure Data Factory Azure Data Factory vs Traditional ETL Tools Security and Compliance in Azure Data Factory Pricing Model and Cost Considerations Connecting Data Sources with Azure Data Factory Monitoring and...

Introduction to Azure Monitor Key Features of Azure Monitor How Azure Monitor Works Metrics vs Logs in Azure Monitor Application Insights in Azure Monitor Integrating Azure Monitor with Other Azure Services Security and Compliance in Azure Monitor Pricing and Cost Considerations Azure Monitor vs AWS CloudWatch Setting Up Alerts and Notifications...