Data platform engineering, analytics, ML and GenAI across AWS, Azure and GCP — Kafka+Spark+Flink streaming, Redshift+Synapse+BigQuery, and agentic data pipelines.
🗓 6 Months Residential⚡ 9 Parallel Tracks🏗 18 Real AI Projects⏱ 12 hrs/day🤖 AI · GenAI · Agentic AI☁️ Multi-Cloud🛡️ Cyber Security💰 Rs.6–32 LPA🌐 $80–200K
AI / Machine Learning, Generative AI, Agentic AI, Multi-Cloud (AWS + Azure + GCP) and Cyber Security all run as core parallel tracks from Day 1 — you ship real projects across every pillar.
SageMaker Feature Store · Azure ML AutoML · Vertex AI Pipelines · Delta Lake+Iceberg · Data Mesh · Feast online store · SHAP explainability · CrewAI data agents
Month 4 · Wks 13–16
Production + Capstone
LangGraph pipeline orchestrator · MCP BigQuery tools · Agentic data repair · Multi-cloud governance · SOC2 data compliance · QLoRA+VLLM · Capstone unified AI data platform
9 Parallel Tracks — All From Day 1
🐍Python Data Stack
NumPy · Pandas · Polars · DuckDB · Ray
PySpark · Dask · asyncio async pipelines
Great Expectations · Pandera data validation
ONNX Runtime · Streamlit / Gradio / Panel
☁️AWS Data Cloud
S3 · Glue · Athena · Redshift · EMR Spark
Kinesis · MSK Kafka · Lake Formation RLS
SageMaker · Bedrock Knowledge Bases
Macie · Security Hub · Glue DataBrew
🔵Azure Data Cloud
Azure Data Factory · Synapse Analytics
Azure Databricks Unity Catalog
Azure ML · Azure OpenAI · Fabric OneLake
Microsoft Purview catalog · Event Hubs
🟢GCP Data Platform
BigQuery partitioned tables · GCS
Cloud Composer (Airflow) · Dataproc Spark
Pub/Sub · Dataflow Apache Beam
Vertex AI · Gemini API · Looker · Dataplex
⚡Data Engineering
Apache Kafka topics · Flink CEP real-time
Spark Structured Streaming · Debezium CDC
Apache Airflow · dbt Core + dbt Cloud CI/CD
Delta Lake · Apache Iceberg · Apache Hudi
📊Analytics + BI
Tableau · Power BI DAX+RLS · Looker LookML
A/B testing · Causal inference · Prophet
dbt metrics layer · Superset · Metabase
NL2SQL with LLM · Embedded analytics
🤖ML + MLOps
scikit-learn · XGBoost · PyTorch · HuggingFace
Kubeflow · Seldon Core · Feast · MLflow
SageMaker · Azure ML · Vertex AI Pipelines
Evidently · SHAP · Ray Serve · LLMOps
🦾GenAI + Agentic AI
LangChain NL2SQL · LangGraph pipeline agent
CrewAI data analyst agents · Pinecone RAG
RAGAS evaluation · LangFuse LLMOps
MCP server: BigQuery+Airflow tools
🔐Data Governance + Security
DataHub · Microsoft Purview · Dataplex
OpenLineage · dbt data lineage documentation
GDPR · CCPA · SOC2 data compliance
Great Expectations · Data contracts (Soda)
12 Real-Time Data Projects
01
Multi-Cloud Data Lakehouse (AWS+Azure+GCP)
Terraform · Delta Lake · dbt · Airflow · S3+ADLS+GCS · Lake Formation
Data Engineer · Cloud Data Engineer
02
Analytics Platform + BI Dashboard
BigQuery+Redshift+Synapse · dbt 50+ models · Tableau · Power BI · Great Expectations
AWS Data Engineer DEA-C01AWS ML Engineer MLA-C01Google Professional Data EngineerGoogle Professional ML EngineerDP-203 Azure Data EngineeringDatabricks Spark AssociateDatabricks ML Associatedbt Analytics EngineeringSnowflake SnowPro CoreAWS SAA-C03AI-900 Azure AI FundamentalsDeepLearning.AI MLOps
Multi-Cloud Data Engineering in Hyderabad · Ameerpet
Multi-Cloud Data Engineering + AI training at Cloud Soft Solutions, Ameerpet — Hyderabad (2 minutes from Ameerpet Metro). 6-month residential, live-in program with classroom + India-wide online batches, 9 parallel tracks and 18 real AI projects, plus referrals to 200+ Hyderabad hiring partners across HITEC City, Gachibowli and Madhapur. Placement support included; placement is not guaranteed and depends on individual performance.
Multi-Cloud Data Engineering course in HyderabadMulti-Cloud Data Engineering residential training in Ameerpet, HyderabadMulti-Cloud Data Engineering course with placement in HyderabadMulti-Cloud Data Engineering classroom + online training Hyderabadbest Multi-Cloud Data Engineering institute in HyderabadMulti-Cloud Data Engineering residential course Hyderabad 2026
Enroll for 2026 Residential Batch · Rs.15,000/month All-Inclusive
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Limited seats (20–30 per residential cohort) · accommodation + meals + placement all included · pay Rs.15,000/month — no EMI needed · full placement support · no hidden charges