Introduction to Descriptive Analytics Importance of Descriptive Analytics in Business Key Metrics and Techniques in Descriptive Analytics Exploratory Data Analysis (EDA) Concepts Data Summarization Techniques Data Visualization in Descriptive Analytics Statistical Methods Used in Descriptive Analytics Implementing Descriptive Analytics...

Introduction Indian Institute of Technology (IIT) Bombay Indian Institute of Technology (IIT) Delhi Indian Institute of Science (IISc) Bangalore Indian Institute of Technology (IIT) Madras Indian Statistical Institute (ISI) Kolkata International Institute of Information Technology (IIIT) Hyderabad Indian Institute of Technology (IIT)...

Introduction to Logical Thinking in AI Role of Logic in Artificial Intelligence Propositional Logic in AI First-Order Logic (FOL) in AI Logical Reasoning and Problem Solving Expert Systems and Rule-Based AI Models Fuzzy Logic and Uncertainty in AI Decision Trees and Logical Decision Making Reinforcement Learning and Logical...

Introduction to Data Architecture Importance of Data Architecture in Business Key Components of Data Architecture Data Storage and Data Lakes Data Integration and ETL Processes Database Management Systems (SQL vs NoSQL) Cloud-Based Data Architecture (AWS, Azure, GCP) Data Security and Governance Strategies Big Data and Real-Time Processing...

Introduction Public Cloud Private Cloud Hybrid Cloud Community Cloud Choosing the Right Cloud Deployment Model The Future of Cloud Deployment Models Conclusion Cloud deployment models define how computing resources are managed and accessed. The Public Cloud offers scalability and cost-effectiveness by hosting services on shared...

Introduction Setting Up Apache Kafka on AWS MSK MSK Cluster Configuration and Management Security and Access Control in MSK Integrating MSK with AWS Lambda and Other Services Performance Tuning and Best Practices Conclusion AWS Managed Streaming for Apache Kafka (MSK) is a fully managed service that simplifies the deployment and management...

Introduction Docker Swarm vs Kubernetes Setting Up a Docker Swarm Cluster Deploying Applications on Docker Swarm Swarm Mode and Multi-Node Clusters Service Discovery in Docker Swarm Load Balancing and Scaling in Docker Swarm Conclusion Docker Swarm is a native container orchestration tool within Docker that simplifies cluster...

Introduction Key Principles of DevSecOps Snyk for Vulnerability Management Aqua Security for Container Protection SonarQube for Code Quality and Security OWASP ZAP for Web Application Security Jenkins and CI/CD Security Integration Conclusion DevSecOps integrates security into DevOps, ensuring secure software development by embedding...

Introduction Key Features of Azure Policy Azure Policy Definitions Azure Policy vs Azure Blueprints Policy Assignment and Scope Policy Evaluation and Compliance Built-in Policies in Azure Custom Policies in Azure Policy Remediation and Enforcement Conclusion Azure Policy is a governance tool that helps organizations enforce compliance...

Introduction How Load Balancing Works in Cloud Environments Types of Load Balancing Algorithms Benefits of Load Balancing in Cloud Computing Challenges in Load Balancing and How to Overcome Them Best Practices for Implementing Load Balancing in Cloud Computing Conclusion In today’s cloud-driven world, where applications and services...