Big Data • Hands-on • Job-ready
Big Data Analytics Training in Kochi
8-months hands-on program covering Python, Django, Hadoop, Spark, AWS & placement.
Regular Course Modules
W
Web Concepts & Development Fundamentals
- •HTML, CSS, Bootstrap, Forms and Parameters
- •JavaScript basics, jQuery, SQL, MySQL
- •Git, Linux commands, Shell scripting
P
Python Basics & Django
- •Python syntax, data types, control flow, functions, OOP
- •Django MVC/MVT, project setup, templates, RESTful APIs
- •Sessions, cookies, JSON responses, admin interface
B
Big Data Basics (HDFS + MapReduce)
- •Hadoop ecosystem and architecture
- •MapReduce framework, YARN components
- •HDFS components and operations
B
Big Data with Spark
- •RDD, DataFrames, Spark architecture
- •Transformations, actions, caching, partitioning
- •Spark scheduling, memory management
C
Cloud Computing & AWS Basics
- •AWS regions and infrastructure
- •EC2, VPC, IAM roles and policies
- •CloudFormation, CloudWatch, and backups
Advanced Course Modules
A
Advanced Web Concepts
- •Stateful/stateless services
- •Microservices (Nameko, Flask, FastAPI)
- •REST and cookies/headers
A
Advanced Python
- •File handling (CSV, XML, JSON, Images)
- •Exception handling, multithreading, multiprocessing
- •Decorators, generators, and advanced OOP
H
Hadoop Advanced
- •Sqoop for data import/export
- •Hive architecture & SQL
- •HBase operations and API usage
B
Big Data 2.0 Advanced
- •Recommendation engine design
- •Orchestration: Airflow, Oozie
- •Messaging: Kafka, RabbitMQ
S
Spark Advanced - Streaming & MLlib
- •Spark streaming (DStreams, Structured Streaming)
- •MLlib for regression, classification, and pipelines
- •Model evaluation and feature engineering
A
AWS Advanced & MLOps
- •Load balancing, Auto Scaling, DynamoDB
- •EMR, SageMaker, Elastic Beanstalk, Containers
- •ML lifecycle tools: MLflow, Bedrock
S
Snowflake + Airflow
- •Snowflake warehouse and bulk loading
- •Cloud integration (S3 with Snowpipe)
- •Airflow pipeline automation
D
Databricks
- •Databricks UI & cluster setup
- •ETL and visualization pipelines
- •PowerBI integration with Databricks SQL Warehouse
Ready to Start Your Big Data Journey?
Download the complete syllabus and take the first step towards your dream career