AI • Data Science • GenAI
IIT Palakkad LogoTIH IIT Palakkad I-HUB Foundation Certified

Data Science Course in Kochi with Generative AI

Study at our Kochi campus or join live online from Kerala. This TIH IIT Palakkad advanced certification covers Python, SQL, statistics, machine learning and Generative AI through practical labs and projects.

9
Modules
29
Weeks
857
Total Hours
Curriculum

Complete Course Curriculum

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

Comprehensive Syllabus

Detailed Module Breakdown

9 Modules29 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, loops, comprehensions
03OOP, error handling & file handling in Python
04AI-assisted coding with ChatGPT
Project & end-module assessmentMilestone
Module 2Python for Computational Thinking
4 weeks•39 live hours

Core Topics & Practical Modules

5 Topics
01Data structures & optimized string manipulation
02Recursion & recursive thinking
03NumPy, Pandas & data wrangling
04Data cleaning & diverse data formats
05Visualization, EDA & AI-powered wrangling
Module 3Data Management with SQL
4 weeks•36 live hours

Core Topics & Practical Modules

5 Topics
01Core SQL for analytics
02Joins, relationships & multi-table queries
03Data cleaning & transformation in SQL
04Window functions, CTEs & advanced queries
05SQL + Python integration & AI-assisted SQL
Module 4Visual Analytics & Dashboarding
4 weeks•39 live hours

Core Topics & Practical Modules

5 Topics
01Excel for data analysis & dashboarding
02Tableau ecosystem & interactive dashboards
03Power BI dashboards & DAX basics
04Power Query & web/customer analytics
05AI-enhanced presentations with ChatGPT
Module 5Fundamentals of Statistics
2 weeks•21 live hours

Core Topics & Practical Modules

5 Topics
01Intro to statistics for data science
02Descriptive stats & data summarization
03Probability basics & distributions
04Sampling, confidence intervals & hypothesis testing
05AI-assisted math explanations
Module 6Machine Learning Fundamentals
2 weeks•21 live hours

Core Topics & Practical Modules

5 Topics
01Foundations of machine learning
02Supervised learning: basics & implementation
03Unsupervised learning: basics & implementation
04Model validation, metrics & tuning
05Case study: customer segmentation
Module 7Deep Learning Fundamentals
3 weeks•20 live hours

Core Topics & Practical Modules

5 Topics
01Foundations of Deep Learning
02Neural Networks & Optimization
03Deep Learning Frameworks
04Computer Vision & NLP with Deep Learning
Projects & AssessmentsMilestone
Module 8Cloud Infrastructure and Services for Data Science
3 weeks•18 live hours

Core Topics & Practical Modules

4 Topics
01Foundations of Cloud Computing
02AWS Core Services
03Advanced Cloud Architecture
Projects & AssessmentsMilestone
Module 9Generative AI
3 weeks•21 live hours

Core Topics & Practical Modules

5 Topics
01Foundations of Generative AI & LLMs
02Prompt engineering for analytics use cases
03GenAI for cleaning, EDA, code & reports
04Synthetic data, images & multimodal generation
05AI agents with n8n, deployment & ethics
Official Course Syllabus

Download Complete Course Syllabus (PDF)

Get the week-by-week lesson plan, practical projects & career roadmap.

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Where Our Graduates Work

Real alumni placed in Data Science, AI and Big Data across leading tech MNCs and high-growth startups.

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

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

Expert Career Support

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