The Data Science Program at IT Techmania is a complete job-oriented course designed for beginners, graduates, and working professionals. This program covers programming, data analysis, visualization, and machine learning with practical industry projects.

✔ No Coding Background Required
✔ Live + Recorded Classes
✔ Practical Assignments
✔ Industry-Level Capstone Project

Course Fees & Details

• Total Fees: ₹30,000

• Approx. in Euro: €330 – €350

• Duration: 500 Hours

• Mode: 100% Online

• Certification: Yes

• EMI Option: Available

📚 Complete Course Syllabus

Module 1: Python for Data Science

Topics Covered:

• Python Fundamentals

• Variables & Data Types

• Loops & Conditional Statements

• Functions & OOP

• NumPy & Pandas

• Data Cleaning Techniques

• Data Visualization (Matplotlib & Seaborn)

• Working with CSV & Excel Files

Practical Work:

• Student Result Analysis

• Sales Data Cleaning & Visualization

• Exploratory Data Analysis (EDA)

Module 2: Statistics & Mathematics

Topics Covered:

• Mean, Median, Mode

• Variance & Standard Deviation

• Probability Basics

• Normal Distribution

• Correlation

• Hypothesis Testing

• Linear Regression Basics

Practical:

• A/B Testing Business Case

• Statistical Data Analysis Project

Module 3: SQL for Data Analyst

Topics Covered:

• Database Concepts

• SELECT, WHERE, ORDER BY

• GROUP BY & HAVING

• Joins (Inner, Left, Right)

• Subqueries

• Window Functions

• Case Statements

Projects:

• E-commerce Order Analysis

• Customer Retention Analysis

• Revenue Reporting System

Module 4: Power BI (Complete Training)

Topics Covered:

• Data Import & Cleaning

• Power Query

• Data Modeling

• Relationships

• DAX Functions

• Calculated Columns & Measures

• KPI Dashboard Creation

• Report Publishing

Projects:

• Sales Performance Dashboard

• HR Analytics Dashboard

• Finance KPI Dashboard

• E-commerce Performance Dashboard

Module 5: Tableau (Complete Training)

Topics Covered:

• Tableau Interface

• Connecting Data Sources

• Charts & Visualizations

• Filters & Parameters

• Calculated Fields

• Dashboard & Storytelling

Projects:

• Superstore Sales Dashboard

• Marketing Campaign Dashboard

• Regional Profit Analysis

Module 6: Machine Learning Basics

Topics Covered:

• Introduction to Machine Learning

• Supervised & Unsupervised Learning

• Linear Regression

• Logistic Regression

• Decision Tree

• Random Forest

• K-Means Clustering

• Model Evaluation Metrics

Projects:

• House Price Prediction

• Customer Churn Prediction

• Loan Approval Prediction

Final Capstone Project

Students will complete 1 Major Industry-Level Project:

• Fraud Detection System
  OR

• E-commerce Recommendation System
  OR

• Stock Market Analysis
  OR

• Sales Forecasting Dashboard

Tools & Technologies Covered

• Python

• SQL

• Power BI

• Tableau

• Excel

• Jupyter Notebook

• Git & GitHub (Basic)

Career Opportunities After Completion

You can apply for roles such as:

• Data Analyst

• Business Analyst

• Power BI Developer

• Tableau Developer

• Junior Data Scientist

Why Choose IT Techmania?

✔ 100% Practical Training
✔ Real Industry Case Studies
✔ Resume & Portfolio Building
✔ LinkedIn Optimization
✔ Mock Interviews
✔ Internship Assistance
✔ Placement Guidance