New batches starting this week · Limited seats
Rs. 15,000/month combined (Rs.90,000: course + stay) · + Rs.60,000 after placement
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HORIZON — Multi-Cloud Data Engineering + AI + Cyber Security — residential course in Hyderabad at Cloud Soft Solutions, Ameerpet
Residential · Data Engineering · ML + AI

HORIZON — Multi-Cloud Data Engineering + AI + Cyber Security

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
Residential Fee
Rs. 15,000/month
/mo combined (course + stay) · + Rs.60,000 after placement
Download Full Brochure PDF
Built on AI, Multi-Cloud & Cyber Security
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.
🧠 AI / ML✨ Generative AI🤖 Agentic AI☁️ Multi-Cloud🛡️ Cyber Security
4-Month Progressive Curriculum
Month 1 · Wks 1–4
Foundations Sprint
Python NumPy+Pandas+Polars · SQL advanced · AWS S3+Glue+Athena · Azure ADF+Synapse · BigQuery public datasets · Airflow DAGs · dbt first models · scikit-learn · OpenAI prompts
Month 2 · Wks 5–8
Streaming + Warehousing
Apache Kafka · Spark Structured Streaming · Flink CEP · Redshift star schema · Azure Databricks · BigQuery ML · PyTorch+HuggingFace BERT · LangGraph agents
Month 3 · Wks 9–12
Advanced Engineering
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
Analytics Engineer · BI Developer
03
Real-Time Streaming (Kafka+Spark+Flink)
Kafka · Spark Structured Streaming · Flink CEP · Debezium CDC · Delta Lake
Streaming Engineer · Data Engineer
04
Cloud DW + Lakehouse Analytics
Redshift+Synapse+BigQuery · dbt 50+ models · Apache Iceberg time-travel
Data Warehouse Engineer · dbt Developer
05
ML Pipeline + MLOps on 3 Clouds
Kubeflow + SageMaker + Vertex AI · MLflow · Seldon canary · Evidently drift
MLOps Engineer · ML Platform Engineer
06
GenAI Data Assistant (NL2SQL+RAG)
LangChain SQL agent · CrewAI · GPT-4o · Pinecone · RAGAS · LangFuse
GenAI Engineer · Data+AI Engineer
07
ML Feature Store + Model Monitoring
Feast feature store · Ray Serve · SHAP explanations · Seldon · Grafana ML dashboard
ML Platform Engineer · Feature Engineer
08
Agentic Data Pipeline Orchestrator
LangGraph · MCP BigQuery+Airflow tools · GPT-4o · Great Expectations auto-repair
Agentic AI Data Engineer · DataOps Eng
09
Real-Time Fraud Detection Engine
Kafka · Flink CEP · XGBoost · Feast online store · Ray Serve <30ms latency
ML Engineer · Streaming Engineer · FinTech
10
NLP Analytics Platform
BERT fine-tuned · SpaCy NER · BERTopic · ABSA · Airflow · BigQuery · Streamlit
NLP Engineer · Data Scientist
11
IoT Predictive Maintenance Platform
AWS IoT+Azure IoT+GCP IoT · Kafka · Flink · InfluxDB · Prophet+LSTM 88% accuracy
IoT Data Engineer · ML Engineer
12
⭐ Capstone: Unified Multi-Cloud AI Data Platform
All 9 tracks · Streaming+Batch+ML+GenAI+Governance across AWS+Azure+GCP
Cloud Data Architect · AI/ML Engineer · Data Platform Engineer
Months 5–6 · Expert-Level AI Projects
13
QLoRA Fine-Tuned Domain LLM
Unsloth · TRL SFTTrainer · DPO · RLHF · VLLM serving · HuggingFace Hub demo
LLM Engineer · GenAI Engineer
14
Voice-Enabled AI Assistant
Whisper STT · ElevenLabs TTS · FastAPI · LangChain · real-time audio streaming
AI Engineer · Voice AI Developer
15
AIOps Observability Platform
Prometheus · Grafana · Isolation Forest anomaly detection · GPT-4o runbook generator
SRE · AIOps Engineer
16
AI-Powered SecOps Platform
Splunk AI · Microsoft Sentinel SOAR · MITRE ATT&CK · LLM threat-intel enrichment
SecOps Engineer · SOC Analyst
17
Agentic Data Pipeline Orchestrator
LangGraph · Mastra · MCP (BigQuery + Airflow tools) · Great Expectations auto-repair
Agentic AI Data Engineer · DataOps
18
⭐ Extended Capstone: Autonomous AI Platform
LangGraph AI-operated multi-cloud infrastructure · SOC2 evidence · FinOps 30%+ savings
Senior DevOps · SRE · AI Platform Architect
12 Target Certifications
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 + Cyber Security 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.

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Residential Program — Frequently Asked Questions
What exactly is the residential program at Cloud Soft Solutions?
You live at our Hyderabad training center for 6 months while you complete your AI engineering course — no separate accommodation, no commute. Your focus is 100% on training, projects and placement preparation. Training is 12 hours per day, 6 days a week, in cohorts of 20–30 students.
What is the residential program fee?
Two components plus a post-placement fee. Course fee: Rs.10,000/month × 6 months = Rs.60,000. Residential fee (accommodation + meals): Rs.5,000/month × 6 months = Rs.30,000. Combined: Rs.15,000/month, or Rs.90,000 for the complete 6 months. You then pay Rs.60,000 only after you're placed. You pay Rs.15,000 at the start of each month — no large upfront payment, no hidden charges.
What is covered in the Rs.5,000/month residential fee?
The Rs.5,000/month residential component covers a furnished room (AC, bed, desk, wardrobe, reading lamp), daily meals (breakfast, lunch and dinner), high-speed Wi-Fi (1 Gbps dedicated fiber), 24/7 lab access with cloud-connected workstations, housekeeping every 2 days, 24/7 security and CCTV, a study lounge, gym and recreation, shuttle to/from the railway station, and on-call doctor + first-aid support.
Is accommodation separate from the Rs.5,000/month or included?
Accommodation is included in the Rs.5,000/month residential fee. You do not pay separate rent and there is no room deposit — the Rs.5,000/month covers your stay, food and all facility access. The Rs.10,000/month course fee is on top of that (Rs.15,000/month combined).
What does the 12-hour daily schedule look like?
A typical day: 6 AM DSA + coding challenge · 7 AM daily AI experiment · 8 AM breakfast + peer code review · 9 AM primary-track deep dive · 11 AM Generative AI lab · 12 PM cloud lab (AWS/Azure/GCP) · 1 PM lunch + mentor Q&A · 2 PM Agentic AI lab (LangGraph/CrewAI/Mastra/MCP) · 3:30 PM AIOps + MLOps · 5 PM project sprint · 7 PM dinner + standup · 8 PM code review + GitHub + LinkedIn · 9 PM system design + interview prep · 10 PM end of day (mandatory 8-hour rest).
How is the 12-hour residential different from standard 6–8 hour training?
The course content is identical. Residential gives you about 2,160 training hours vs roughly 800–960 in standard, the same 18 projects but more time to polish and deploy each, 12 hours of daily immersion with no commute, cohort energy from living with 20–30 engineers, and zero distraction — roughly the equivalent of 3–4 years of part-time learning compressed into 6 months.
Is the course content the same for residential and standard students?
Yes — exactly the same 9 tracks, same 18 projects, same certifications and placement support. Residential students simply have more hours per day to go deeper and arrive better prepared for interviews.
Can I join the residential program from another city?
Yes — it's designed for outstation students. You move into our Hyderabad facility on your joining date and move out after 6 months. Travel to Hyderabad is your own cost; everything else is covered. Students regularly join from Bangalore, Chennai, Mumbai, Delhi, Pune, Vijayawada, Warangal, Bhopal and Jaipur.
Is there separate accommodation for male and female students?
Yes. Male and female accommodation sections are completely separate with independent access and 24/7 security. Female residents have a dedicated female supervisor available at all times.
Are meals really included, and what kind of food?
Yes — breakfast, lunch and dinner every day are included in your Rs.5,000/month. Healthy Indian meals with South and North Indian options, vegetarian and non-vegetarian at every meal. Special dietary needs (diabetes, allergy, vegan) can be accommodated with advance notice. Tea/coffee throughout the day.
When does placement support start for residential students?
Formally in Month 4 — resume, portfolio and LinkedIn optimization. Mock interviews run through Months 4–5, and direct referrals to 200+ hiring partners begin in Month 5. Most residential graduates receive their first offer during Month 5 or 6.
How do I apply for the residential program?
Call or WhatsApp 9666019191 and mention the residential program. Attend the Saturday orientation (10 AM weekly) to see the facility and accommodation in person. Pay the first month's Rs.15,000 (Rs.10,000 course + Rs.5,000 residential) to confirm your seat, then move in on your joining date.
Enroll · Rs.15,000/month (Rs.90,000) + Rs.60,000 After Placement

Ready to start HORIZON?

Limited seats (20–30 per residential cohort) · Rs.15,000/month combined (course Rs.10,000 + stay Rs.5,000) = Rs.90,000 · Rs.60,000 only after you're placed · accommodation + meals included · full placement support
📍 Hyderabad, Telangana, India
💳 Rs. 15,000/month · Rs.90,000 total
📧 residential@cloudsoftsol.com
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