Course Overview
This advanced 16-week bootcamp covers the complete Big Data ecosystem — from data ingestion and storage to real-time processing and AI-driven business analytics. You will work with enterprise-grade tools like Apache Hadoop, Spark, Kafka, and cloud platforms (AWS, Azure, GCP) while integrating Generative AI for intelligent data querying and report automation.
What You Will Learn
- Apache Hadoop ecosystem — HDFS, MapReduce, Hive, HBase
- Apache Spark for real-time and batch processing
- Apache Kafka for streaming data pipelines
- Cloud Big Data services — AWS EMR, Azure HDInsight, Google BigQuery
- Business Analytics with Generative AI (LLM-powered querying)
- Data warehousing concepts and architecture
- ETL pipeline design and optimization
Who Is This For?
- Data Engineers wanting to scale to Big Data
- Analytics professionals working with large datasets
- Cloud architects and ETL developers
Prerequisites
Basic Python or Java programming. Familiarity with SQL and databases recommended.
Course Highlights
- ⏱ Duration: 16 Weeks
- 📜 portfolio of Completion
- 💼 Job placement support
- ☁️ Hands-on cloud labs (AWS / Azure / GCP)
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What's Included
Course Curriculum
Understand the Big Data ecosystem and set up your Hadoop and Spark environment.
- Big Data: Volume, Velocity, Variety, Veracity
- Hadoop ecosystem: HDFS, MapReduce, YARN
- Apache Spark: RDDs, DataFrames, Spark SQL
- Hive for SQL-on-Hadoop analytics
- Cloud data lakes: AWS S3, Azure Data Lake
Apply analytical thinking to real business problems using Excel, SQL, and Python.
- Business analytics frameworks and KPI design
- Advanced Excel: pivot tables, VLOOKUP, scenario analysis
- SQL for business reporting and cohort analysis
- Python: Pandas, data cleaning and wrangling
- Statistical hypothesis testing for business decisions
Build predictive models that solve real business problems like churn prediction, demand forecasting, and pricing.
- Customer segmentation with K-Means
- Churn prediction with classification models
- Sales forecasting with time series
- Price optimization with regression
- Model explainability for business stakeholders
Leverage Generative AI to automate reporting, generate insights, and build AI-powered business tools.
- LLMs for automated report generation
- Prompt engineering for business use cases
- AI-powered data summarization with GPT APIs
- Building AI chatbots for business data Q&A
- Responsible AI and bias in business decisions
Present big data insights through professional dashboards using Power BI and Tableau.
- Power BI: DAX, data modelling, executive dashboards
- Tableau: calculated fields, LOD expressions
- Storytelling with data for C-suite presentations
End-to-end business analytics project from raw data ingestion to AI-powered executive dashboard.
- Dataset selection and problem framing
- Big Data pipeline with Spark
- ML model for business prediction
- AI-generated narrative insights
- Executive dashboard and presentation
Skills You Will Gain
Career & Salary Outcomes
Average salaries after completing this training
What Our Students Say
Real feedback from real professionals who completed this program
“The Big Data Analytics Generative AI Business Analytics Training Bootcamp course at Astrikcoders was exactly what I needed to upskill. The hands-on projects were incredible.”
“I was able to transition into a new role thanks to this Big Data Analytics Generative AI Business Analytics Training Bootcamp program. The instructors are very knowledgeable.”
“Highly recommend the Big Data Analytics Generative AI Business Analytics Training Bootcamp training. It covers everything from basics to advanced topics with real-world examples.”
Frequently Asked Questions
Everything you need to know before enrolling