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Courses Cloud Azure Data Engineer +AI
Azure Data Engineer +AI

Azure Data Engineer +AI

₹30,000.00

Category:
Module No. Module Name Topic / Sub-Topic
Module 1 Programming Fundamentals – Python Variables & Data Types
Module 1 Programming Fundamentals – Python Operators
Module 1 Programming Fundamentals – Python Conditional Statements
Module 1 Programming Fundamentals – Python Loops
Module 1 Programming Fundamentals – Python Functions
Module 1 Programming Fundamentals – Python Modules & Packages
Module 1 Programming Fundamentals – Python Exception Handling
Module 1 Programming Fundamentals – Python OOP
Module 1 Programming Fundamentals – Python File Handling
Module 1 Programming Fundamentals – Python Virtual Environment
Module 1 Programming Fundamentals – Python Pip
Module 1 Programming Fundamentals – Python JSON
Module 1 Programming Fundamentals – Python REST API
Module 1 Programming Fundamentals – Python Logging
Module 1 Programming Fundamentals – Python Python Libraries
Module 1 Programming Fundamentals – Python NumPy
Module 1 Programming Fundamentals – Python Pandas
Module 1 Programming Fundamentals – Python Matplotlib
Module 1 Programming Fundamentals – Python Requests
Module 1 Programming Fundamentals – Python OpenPyXL
Module 2 SQL for Data Engineering SQL Basics
Module 2 SQL for Data Engineering DDL
Module 2 SQL for Data Engineering DML
Module 2 SQL for Data Engineering DCL
Module 2 SQL for Data Engineering TCL
Module 2 SQL for Data Engineering Constraints
Module 2 SQL for Data Engineering Joins
Module 2 SQL for Data Engineering Window Functions
Module 2 SQL for Data Engineering CTE
Module 2 SQL for Data Engineering Recursive Queries
Module 2 SQL for Data Engineering Stored Procedures
Module 2 SQL for Data Engineering Views
Module 2 SQL for Data Engineering Indexes
Module 2 SQL for Data Engineering Query Optimization
Module 2 SQL for Data Engineering Execution Plans
Module 3 Azure Fundamentals Cloud Computing
Module 3 Azure Fundamentals Azure Portal
Module 3 Azure Fundamentals Azure CLI
Module 3 Azure Fundamentals Azure PowerShell
Module 3 Azure Fundamentals Azure Resource Groups
Module 3 Azure Fundamentals ARM Templates
Module 3 Azure Fundamentals Azure Regions
Module 3 Azure Fundamentals Availability Zones
Module 3 Azure Fundamentals Azure Pricing
Module 3 Azure Fundamentals Monitoring
Module 3 Azure Fundamentals Azure Storage
Module 3 Azure Fundamentals RBAC
Module 3 Azure Fundamentals Managed Identity
Module 4 Azure Storage Blob Storage
Module 4 Azure Storage Azure Files
Module 4 Azure Storage Queues
Module 4 Azure Storage Tables
Module 4 Azure Storage Azure Data Lake Storage Gen2
Module 4 Azure Storage Lifecycle Management
Module 4 Azure Storage Security
Module 4 Azure Storage Encryption
Module 4 Azure Storage Access Keys
Module 4 Azure Storage SAS Tokens
Module 5 Azure Data Factory (ADF) Pipelines
Module 5 Azure Data Factory (ADF) Activities
Module 5 Azure Data Factory (ADF) Linked Services
Module 5 Azure Data Factory (ADF) Datasets
Module 5 Azure Data Factory (ADF) Integration Runtime
Module 5 Azure Data Factory (ADF) Copy Activity
Module 5 Azure Data Factory (ADF) Mapping Data Flow
Module 5 Azure Data Factory (ADF) Parameters
Module 5 Azure Data Factory (ADF) Variables
Module 5 Azure Data Factory (ADF) Expressions
Module 5 Azure Data Factory (ADF) Triggers
Module 5 Azure Data Factory (ADF) Error Handling
Module 5 Azure Data Factory (ADF) Monitoring
Module 5 Azure Data Factory (ADF) CI/CD
Module 5 Azure Data Factory (ADF) Git Integration
Module 6 Azure Synapse Analytics Dedicated SQL Pool
Module 6 Azure Synapse Analytics Serverless SQL
Module 6 Azure Synapse Analytics Spark Pools
Module 6 Azure Synapse Analytics Pipelines
Module 6 Azure Synapse Analytics Workspace
Module 6 Azure Synapse Analytics Data Warehouse
Module 6 Azure Synapse Analytics Lake Database
Module 6 Azure Synapse Analytics PolyBase
Module 6 Azure Synapse Analytics External Tables
Module 6 Azure Synapse Analytics Performance Tuning
Module 7 Azure Databricks Workspace
Module 7 Azure Databricks Clusters
Module 7 Azure Databricks Notebooks
Module 7 Azure Databricks Jobs
Module 7 Azure Databricks Delta Lake
Module 7 Azure Databricks Delta Live Tables
Module 7 Azure Databricks Unity Catalog
Module 7 Azure Databricks Spark SQL
Module 7 Azure Databricks DataFrames
Module 7 Azure Databricks PySpark
Module 7 Azure Databricks Optimization
Module 7 Azure Databricks Partitioning
Module 7 Azure Databricks Z-Ordering
Module 7 Azure Databricks Photon Engine
Module 8 Apache Spark & PySpark Spark Architecture
Module 8 Apache Spark & PySpark RDD
Module 8 Apache Spark & PySpark DataFrame
Module 8 Apache Spark & PySpark Dataset
Module 8 Apache Spark & PySpark Spark SQL
Module 8 Apache Spark & PySpark Lazy Evaluation
Module 8 Apache Spark & PySpark Transformations
Module 8 Apache Spark & PySpark Actions
Module 8 Apache Spark & PySpark UDF
Module 8 Apache Spark & PySpark Window Functions
Module 8 Apache Spark & PySpark Partitioning
Module 8 Apache Spark & PySpark Broadcast Join
Module 8 Apache Spark & PySpark Caching
Module 8 Apache Spark & PySpark Performance Tuning
Module 9 Streaming Data Azure Event Hubs
Module 9 Streaming Data Apache Kafka
Module 9 Streaming Data Structured Streaming
Module 9 Streaming Data Stream Analytics
Module 9 Streaming Data Real-Time Pipelines
Module 9 Streaming Data Watermarking
Module 9 Streaming Data Checkpointing
Module 10 Azure AI Fundamentals AI Basics
Module 10 Azure AI Fundamentals Machine Learning
Module 10 Azure AI Fundamentals Deep Learning
Module 10 Azure AI Fundamentals Responsible AI
Module 10 Azure AI Fundamentals Azure AI Services
Module 10 Azure AI Fundamentals Azure AI Studio
Module 10 Azure AI Fundamentals Azure AI Foundry
Module 10 Azure AI Fundamentals Azure OpenAI
Module 11 Machine Learning Data Cleaning
Module 11 Machine Learning Feature Engineering
Module 11 Machine Learning Regression
Module 11 Machine Learning Classification
Module 11 Machine Learning Clustering
Module 11 Machine Learning Model Evaluation
Module 11 Machine Learning Cross Validation
Module 11 Machine Learning Hyperparameter Tuning
Module 11 Machine Learning Model Deployment
Module 12 Azure Machine Learning Workspace
Module 12 Azure Machine Learning Compute
Module 12 Azure Machine Learning Experiments
Module 12 Azure Machine Learning Datasets
Module 12 Azure Machine Learning Pipelines
Module 12 Azure Machine Learning AutoML
Module 12 Azure Machine Learning MLflow
Module 12 Azure Machine Learning Model Registry
Module 12 Azure Machine Learning Deployment
Module 12 Azure Machine Learning Monitoring
Module 13 Generative AI LLM Basics
Module 13 Generative AI Transformers
Module 13 Generative AI Tokens
Module 13 Generative AI Embeddings
Module 13 Generative AI Prompt Engineering
Module 13 Generative AI Temperature
Module 13 Generative AI Top-P
Module 13 Generative AI Function Calling
Module 13 Generative AI JSON Mode
Module 13 Generative AI Structured Outputs
Module 13 Generative AI Safety
Module 13 Generative AI Guardrails
Module 14 Azure OpenAI GPT Models
Module 14 Azure OpenAI Embeddings
Module 14 Azure OpenAI Chat Completion
Module 14 Azure OpenAI Vision Models
Module 14 Azure OpenAI Content Filters
Module 14 Azure OpenAI Rate Limits
Module 14 Azure OpenAI Authentication
Module 14 Azure OpenAI SDK
Module 14 Azure OpenAI REST APIs
Module 14 Azure OpenAI Cost Optimization
Module 15 Vector Databases Vector Search
Module 15 Vector Databases Similarity Search
Module 15 Vector Databases Embeddings
Module 15 Vector Databases Azure AI Search
Module 15 Vector Databases FAISS
Module 15 Vector Databases ChromaDB
Module 15 Vector Databases Pinecone Concepts
Module 16 Retrieval-Augmented Generation (RAG) Document Chunking
Module 16 Retrieval-Augmented Generation (RAG) Metadata
Module 16 Retrieval-Augmented Generation (RAG) Embeddings
Module 16 Retrieval-Augmented Generation (RAG) Retrieval
Module 16 Retrieval-Augmented Generation (RAG) Hybrid Search
Module 16 Retrieval-Augmented Generation (RAG) Semantic Search
Module 16 Retrieval-Augmented Generation (RAG) Context Injection
Module 16 Retrieval-Augmented Generation (RAG) Evaluation
Module 16 Retrieval-Augmented Generation (RAG) Hallucination Reduction
Module 17 AI Agents Agent Design
Module 17 AI Agents Tool Calling
Module 17 AI Agents Multi-Agent Systems
Module 17 AI Agents Planning
Module 17 AI Agents Memory
Module 17 AI Agents Workflows
Module 17 AI Agents Orchestration
Module 17 AI Agents Autonomous Agents
Module 18 MLOps ML Lifecycle
Module 18 MLOps Git
Module 18 MLOps GitHub
Module 18 MLOps Azure DevOps
Module 18 MLOps CI/CD
Module 18 MLOps MLflow
Module 18 MLOps Model Registry
Module 18 MLOps Monitoring
Module 18 MLOps Drift Detection
Module 18 MLOps Retraining
Module 19 Data Governance Microsoft Purview
Module 19 Data Governance Data Catalog
Module 19 Data Governance Lineage
Module 19 Data Governance Data Quality
Module 19 Data Governance Compliance
Module 19 Data Governance GDPR Basics
Module 19 Data Governance Security Policies
Module 20 Security Microsoft Entra ID
Module 20 Security RBAC
Module 20 Security Managed Identity
Module 20 Security Azure Key Vault
Module 20 Security Private Endpoints
Module 20 Security Firewalls
Module 20 Security Network Security
Module 20 Security Encryption
Module 21 Infrastructure as Code Terraform
Module 21 Infrastructure as Code Azure Bicep
Module 21 Infrastructure as Code ARM Templates
Module 21 Infrastructure as Code Modules
Module 21 Infrastructure as Code State Management
Module 21 Infrastructure as Code Azure DevOps Pipelines
Module 22 DevOps Git
Module 22 DevOps GitHub
Module 22 DevOps Azure Repos
Module 22 DevOps Azure Pipelines
Module 22 DevOps Docker
Module 22 DevOps Kubernetes
Module 22 DevOps Azure Kubernetes Service (AKS)
Module 22 DevOps Helm
Module 22 DevOps Monitoring
Module 22 DevOps Logging
Module 23 Monitoring Azure Monitor
Module 23 Monitoring Log Analytics
Module 23 Monitoring Application Insights
Module 23 Monitoring Alerts
Module 23 Monitoring Dashboards
Module 23 Monitoring Cost Optimization
Module 24 Real-Time Projects Retail Data Lakehouse
Module 24 Real-Time Projects Banking ETL Pipeline
Module 24 Real-Time Projects Healthcare Analytics Platform
Module 24 Real-Time Projects IoT Streaming Analytics
Module 24 Real-Time Projects Data Warehouse Migration
Module 24 Real-Time Projects Customer 360 Platform
Module 24 Real-Time Projects RAG-based Enterprise Chatbot
Module 24 Real-Time Projects AI Document Search
Module 24 Real-Time Projects AI-powered Data Quality Validation
Module 24 Real-Time Projects End-to-End Lakehouse on Azure Databricks

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