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Join Best Data Science

Course In Chandigarh

Our Data Science course equips you with skills in data analysis, machine learning, and visualization. Learn Python, SQL, and advanced tools to extract insights from data and drive impactful decisions in a data-driven world.

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Data Science Course Syllabus

Duration

6 Months

Mode

Online/Offline

Live Sessions

100+ hrs

Projects

30+

Placement Support

Learn Data Science Basics

Get introduced to the world of Data Science and understand its significance across industries.

Basics of Data Science
  • What is Data Science?
  • Life Cycle of Data Science
  • Applications of Data Science
  • Tools & Technologies

Project: Data Science Use Case Analysis

Statistics Basics
  • Descriptive Statistics
  • Probability Concepts
  • Hypothesis Testing
  • Distributions

Project: Statistical Analysis Report

2+ Projects

Programming Essentials

Learn Python fundamentals with a focus on data handling and logic building.

Core Python
  • Data Types & Variables
  • Loops & Conditions
  • Functions & Modules
  • File Handling

Project: Mini Banking System

OOPs Concepts
  • Classes & Objects
  • Inheritance
  • Polymorphism
  • Encapsulation

Project: Library Management System

4+ Projects

Data Manipulation

Master data cleaning, wrangling, and exploration using Pandas and NumPy.

Pandas & NumPy
  • DataFrames & Series
  • Filtering & Sorting
  • Missing Data Handling
  • GroupBy & Merge

Project: Analysis on Sales Data

Data Visualization
  • Matplotlib Basics
  • Seaborn Plots
  • Customizing Charts
  • Exploratory Analysis

Project: Market Trends Dashboard

4+ Projects

Visual Storytelling

Learn to represent data through various plots using Matplotlib and Seaborn.

Charts & Graphs
  • Line, Bar, Pie Charts
  • Histogram & Boxplot
  • Heatmaps
  • Customizing Graphs

Project: COVID-19 Dashboard

Advanced Visualizations
  • Pair Plots & Violin Plots
  • Regression & Distribution Plots
  • 3D Charts
  • Interactive Visuals (Plotly)

Project: E-commerce User Behavior Report

4+ Projects

Foundational Mathematics

Understand the statistical methods essential for analyzing and interpreting data.

Descriptive & Inferential Stats
  • Mean, Median, Mode
  • Standard Deviation
  • Probability
  • Hypothesis Testing

Project: A/B Testing Analysis

3+ Projects

Data Querying

Learn SQL to query databases, perform joins, aggregations, and subqueries.

MySQL/SQLite
  • SELECT, WHERE, ORDER BY
  • GROUP BY & HAVING
  • JOINS & Subqueries
  • Views & Indexes

Project: Business Database Insights

3+ Projects

Predictive Modeling

Build models using supervised and unsupervised learning techniques.

Modeling with Sklearn
  • Linear & Logistic Regression
  • Classification(KNN)
  • Clustering (KMeans)
  • Model Evaluation

Project: Housing Price Prediction

Advanced ML Techniques
  • Random Forests & XGBoost
  • Support Vector Machines
  • Hyperparameter Tuning
  • Cross Validation

Project: Customer Churn Prediction

5+ Projects

Neural Networks

Explore basics of neural networks and frameworks like TensorFlow, Keras and Reinforcement Learning.

Deep Learning
  • Perceptron & MLP
  • Activation Functions
  • Backpropagation
  • Model Building with Keras

Project: Digit Recognition (MNIST)

Reinforcement Learning
  • Markov Decision Processes
  • Q-Learning & Policy Gradient
  • Exploration vs Exploitation
  • Gym Environments

Project: Game AI using Q-Learning

4+ Projects

Business Intelligence Tools

Learn how to create dashboards and reports using Power BI or Tableau.

Dashboard Development
  • Connecting Data Sources
  • Charts & Visuals
  • Data Models
  • Interactivity

Project: Executive Business Dashboard

Excel for Data Analysis
  • Formulas & Functions
  • Pivot Tables & Charts
  • Data Cleaning Techniques
  • What-If Analysis & Dashboards

Project: Sales Forecasting Sheet

4+ Projects

End-to-End Project

Work on a real-time project and prepare for job applications with interview support.

Capstone
  • Complete Data Pipeline
  • Exploratory Data Analysis
  • Model Building & Deployment
  • Presentation & Resume Crafting

Project: End-to-End Data Science Solution

Major Project
Online Classes

Our online classes include live data science sessions, hands-on projects, weekend doubt clearing, and practical assessments.

Offline Classes

Offline classes offer in-person data analysis workshops and mentorship in a collaborative environment.

Hybrid Classes

Hybrid classes blend online tutorials with in-person data labs for a flexible learning experience.

Our toolbox for innovation

Digital Marketing Skills

Skills you will gain through our training program

Strategic Thinking
Problem Solving
Industry-Relevant Tools & Techniques
Team Collaboration & Communication
Hands-on Project Experience
Client-Focused Approach
Adaptability to Real-World Scenarios
Effective Communication Skills
Analytical and Research Skills
Real-World Case Studies
Time and Project Management
Confidence to Work on Live Projects

Why you should learn Data Science in Chandigarh?

With so many institutes offering Data Science training in Chandigarh, you might wonder why to choose us — here are some of the top reasons that set us apart.

📊
High Demand Across Industries

Data science professionals are needed in finance, healthcare, retail, and more.

🤖
AI & ML Integration

Master tools and techniques used in Artificial Intelligence and Machine Learning.

🚀
Fast-Growing Field

Data Science is one of the fastest-growing, high-paying tech careers globally.

👨‍💻
No Coding Background Needed

Start from scratch—even if you're not from a tech or coding background.

📈
Data-Driven Decision Making

Help businesses make smarter decisions with data analytics skills.

🌐
Global Career Options

Work for top global tech companies, startups, or even remote freelance gigs.

📚
Hands-On Learning

Get practical training with real datasets and live projects.

💡
Build Analytical Thinking

Develop a strong analytical mindset to solve complex data challenges.

🧳
Career Switch Friendly

Ideal for professionals looking to switch into a high-growth tech career.

💼
Work with Big Data

Gain experience in handling big data tools like Hadoop and Spark.

💻
In-Demand Skills

Master Python, SQL, Tableau, and other top data science tools.

💎
Lucrative Salary Packages

Data scientists are among the highest-paid professionals today.

Still unsure? Let’s connect!

Our Student Testimonials

Read More Reviews
Portfolio Section

Portfolio Highlights

Our first project showcases a stunning e-commerce platform, designed with seamless UI/UX to boost sales and customer engagement.

View Project

This mobile app development project highlights innovative features and a sleek design, tailored for a global audience.

View Project

A corporate website redesign that improved user retention by 40%, blending modern aesthetics with functionality.

View Project

An AI-driven dashboard for data analytics, delivering real-time insights with a focus on usability and precision.

View Project

WHY US

Expert

100% Placement

Ensures 100% placement by seamlessly bridging theoretical knowledge with practical application through expert insights.

Projects

Projects & Hackathons

Hands-on learning to spark creative problem-solving

Expert

Expert Session

Connects theoretical understanding with practical implementation through their insights

Doubt Support

Interview Preparation

Personalized support for better concept clarity.

Classes

Self-Paced Classes

Learn at your pace with practice and instant feedback

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Ziion Technology empowers businesses with innovative solutions, driving success through cutting-edge technology and exceptional services tailored to your needs.

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