What technologies are covered in the Cloud Data Engineering program?

The course covers Apache Spark, Snowflake Data Cloud, Databricks, Apache Kafka streaming, AWS & Azure data stacks (Glue, EMR, S3, Athena), Airflow, and MLOps pipelines.

Is this course certified by TIH IIT Patna?

Yes, graduates earn the Advanced Certification in Cloud Data Engineering issued by IIT Patna Vishlesan I-HUB Foundation.

What is the job role scope for Cloud Data Engineers?

Graduates are qualified for roles such as Big Data Engineer, Cloud Data Architect, ETL Developer, and Spark/Snowflake Developer across global enterprise firms.

Does Expertzlab offer placement assistance?

Yes, 100% placement support is provided including real-world pipeline projects, system design interview prep, and direct company recruitment.

☁️ Cloud • MLOps • GenAI

TIH IIT Patna Vishlesan I-HUB Foundation Certified

Advanced Certification in Cloud Data Engineering with MLOps & Generative AI

Structured multi-module program covering Cloud infrastructure, Data Engineering pipelines, MLOps and Generative AI with theory, labs and projects.

Modules

Weeks

732

Hours

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Cloud Data Engineering MLOps Training in Kochi

Curriculum

Complete Course Curriculum

Structured modules aligned with industry standards and real-world engineering.

Foundations of Programming Logic

39h Live

126h Total

Key Topics:

•Python Basics: data types, operators, indexing & slicing
•Conditional Logic & Iterations: loops, control structures, comprehensions
•Object-Oriented Programming, errors & exceptions, file handling
+2 more topics

Introduction to SQL

15h Live

59h Total

Key Topics:

•SQL & ecosystem overview
•Aggregations & joins in SQL
•Window functions & CTEs
+2 more topics

Fundamentals of Django and REST API

39h Live

126h Total

Key Topics:

•Django fundamentals, project setup & settings
•Models, migrations, admin and templates
•URL routing, views & template integration
+2 more topics

Big Data Fundamentals

32h Live

69h Total

Key Topics:

•Big Data & Hadoop overview
•HDFS architecture & programming
•Data warehousing with Hive
+2 more topics

PySpark Fundamentals

39h Live

124h Total

Key Topics:

•Spark fundamentals, architecture & RDDs
•Spark DataFrames & Spark SQL
•Spark Streaming & Structured Streaming
+2 more topics

Cloud Infrastructure and Services

39h Live

124h Total

Key Topics:

•AWS fundamentals & core services
•Identity & operations management
•Scalability, HA & serverless
+2 more topics

Generative AI

39h Live

104h Total

Key Topics:

•Foundations of Generative AI & LLMs
•Prompt engineering for data tasks
•GenAI for cleaning, EDA, code & reports
+3 more topics

Comprehensive Syllabus

Detailed Module Breakdown

7 Modules24 Weeks

Module 1Foundations of Programming Logic

4 weeks•39 live hours

Core Topics & Practical Modules

5 Topics

01Python Basics: data types, operators, indexing & slicing

02Conditional Logic & Iterations: loops, control structures, comprehensions

03Object-Oriented Programming, errors & exceptions, file handling

04AI-Assisted Coding with ChatGPT

Project: Multi-Module Python ApplicationMilestone

Module 2Introduction to SQL

2 weeks•15 live hours

Core Topics & Practical Modules

5 Topics

01SQL & ecosystem overview

02Aggregations & joins in SQL

03Window functions & CTEs

04SQL + Python for analytics

05AI-Assisted querying & optimization

Module 3Fundamentals of Django and REST API

4 weeks•39 live hours

Core Topics & Practical Modules

5 Topics

01Django fundamentals, project setup & settings

02Models, migrations, admin and templates

03URL routing, views & template integration

04Cookies, sessions & JSON responses

05REST APIs with DRF & microservices intro

Module 4Big Data Fundamentals

3 weeks•32 live hours

Core Topics & Practical Modules

5 Topics

01Big Data & Hadoop overview

02HDFS architecture & programming

03Data warehousing with Hive

04NoSQL with HBase

Capstone: Big Data processing pipelineMilestone

Module 5PySpark Fundamentals

4 weeks•39 live hours

Core Topics & Practical Modules

5 Topics

01Spark fundamentals, architecture & RDDs

02Spark DataFrames & Spark SQL

03Spark Streaming & Structured Streaming

04Machine Learning with Spark MLlib

05Real-time and large-scale projects

Module 6Cloud Infrastructure and Services

4 weeks•39 live hours

Core Topics & Practical Modules

5 Topics

01AWS fundamentals & core services

02Identity & operations management

03Scalability, HA & serverless

04Snowflake, Iceberg & Airflow pipelines

05Databricks for processing & BI

Module 7Generative AI

3 weeks•39 live hours

Core Topics & Practical Modules

6 Topics

01Foundations of Generative AI & LLMs

02Prompt engineering for data tasks

03GenAI for cleaning, EDA, code & reports

04Synthetic data & image generation

05AI agents with n8n & automation

06GenAI deployment, ethics & pipelines

Sample Certificate

Your Achievement Recognized

Merit-based certification ensuring only dedicated students receive recognized credentials

IIT Patna Vishlesan I-HUB Foundation Sample Certificate

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TIH IIT Patna Backed

TIH Recognized

Lifetime Validity

Alumni Achievements

Where Our Graduates Work

Real alumni placed across leading tech MNCs and high-growth startups.

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Program Highlights

Why Learn With Expertzlab

Industry-aligned pedagogy designed for career acceleration

Hands-on Learning

Live lectures, programming assignments, and real-world projects in every module

AI-Enhanced Learning

AI-powered coding assistance, data wrangling, and automation in every module

Flexible Schedule

24-week structured program with additional reading and self-paced learning

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Have Any Questions? Talk to an Advisor

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Advanced Certification in Cloud Data Engineering with MLOps & Generative AI

Complete Course Curriculum

Foundations of Programming Logic

Introduction to SQL

Fundamentals of Django and REST API

Big Data Fundamentals

PySpark Fundamentals

Cloud Infrastructure and Services

Generative AI

Detailed Module Breakdown

Download Complete Course Syllabus (PDF)

Your Achievement Recognized

Where Our Graduates Work

Why Learn With Expertzlab

Hands-on Learning

AI-Enhanced Learning

Flexible Schedule

Recommended Courses

Data Science with Generative AI

Data Analytics & Generative AI

AI & Machine Learning Engineering

Python Full Stack & Cloud Native

Have Any Questions? Talk to an Advisor