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Join Best AI & ML

Course In Chandigarh

Our AI & ML course equips you with cutting-edge skills to excel in artificial intelligence and machine learning. From beginners to advanced learners, master the tools and techniques to build intelligent systems and analyze complex data.

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AI & ML Course Syllabus

Duration

6 Months

Mode

Online/Offline

Live Sessions

100+ hrs

Projects

30+

Placement Support

Learn AI & ML Basics

Understand the fundamentals of artificial intelligence and machine learning with Python.

Python for AI/ML
  • Variables & Data Types
  • Control Structures
  • Functions & Modules
  • Data Structures (Lists, Dicts)

Project: Data Preprocessing Script

AI/ML Foundations
  • AI vs ML vs DL
  • Supervised & Unsupervised Learning
  • Data Exploration
  • Basic Statistics

Project: Exploratory Data Analysis

8+ Projects

Importance of data wrangling in the data science pipeline

Objective: To develop proficiency in transforming, and preparing data for analysis.

  • Python libraries: pandas, numpy, openpyxl, json, csv
  • Data Cleaning Techniques
  • Data Transformation
  • Working with Dates and Times
  • Working with Dates and Times

Hands-On Projects & Case Studies

8+ Projects

Introduction to Linear Algebra and statistics

Understand vector spaces, matrices, and their operations.

Basic algebra (equations, functions)
  • Matrices and Matrix Operations
  • Algebra
  • Probability
  • Discriptive, Inferential Statistics

Project: Face Recognition using PCA

8+ Projects

Master Core ML Concepts

Learn key machine learning algorithms and techniques with practical applications.

ML Algorithms
  • Linear Regression
  • Logistic Regression
  • Decision Trees
  • K-Nearest Neighbors (KNN)
  • Model Evaluation Metrics

Project: Predictive Model

8+ Projects

Objectives of a Supervised Learning Project

Linear & logistic Regression
  • Decision Tree
  • K-Nearest Neighbors
  • TIme series Forecasting
  • Classification Reports

Project: Personalized Study Time Predictor

8+ Projects

Understand the key principles of unsupervised learning.

Handle real-world unsupervised learning tasks like segmentation and compression.

Cluster Evaluation Techniques
  • Feature Transformation Techniques
  • Association Rule Learning
  • Working with Real-World Datasets
  • Limitations & Ethical Considerations

Project: Movie Recommendation Clustering

8+ Projects

Learn AI & ML Basics

Understand with foundational and advanced deep learning concepts using TensorFlow.

Artificial Neural Networks (ANN)
  • Model Building and Evaluation
  • Convolutional Neural Networks (CNNs)
  • Recurrent Neural Networks (RNNs)
  • Transfer Learning and Fine-Tuning

Project: Image classification using CNN (e.g., Cats vs Dogs)

  • Transfer Learning and Fine-Tuning
  • Deploying Deep Learning Models
  • Tokenization and word embeddings
  • Model serving with TensorFlow Serving or Flask

Project: Real-time object detection with pre-trained models

8+ Projects

Understand neural network design and training fundamentals.

Interpret neural network results with metrics and visualizations.

Scikit-learn Fundamentals
  • Building Neural Networks
  • Model Validation
  • Working with Real Datasets
  • K-Nearest Neighbors (KNN)
  • . Integration with Other Tools

Project: Customer Churn Prediction

8+ Projects

Regularization in linear and logistic regression

Understand the theory, algorithms, and practical implementation of supervised learning.

Model Evaluation and Validation
  • Classification Metrics and Evaluation
  • Support Vector Machines (SVM)
  • Neural Networks Basics
  • Capstone Project and Review

Project: classify spam emails

8+ Projects

Promote collaborative work via team-based or individual projects.

Demonstrate industry readiness through presentations, documentation, and model deployment.

Problem Formulation & Proposal
  • Data Collection & Exploration
  • CNModel Refinement & Validation
  • Deployment & Reportingg
  • Presentation & Submission

Project: stock prediction

8+ Projects

Work in teams using GitHub/Git for managing code and collaboration..

Project Ideation & Scoping
  • Modeling & Evaluation
  • Time Series Forecasting (ARIMA, Prophet)
  • Model serialization
  • Performance Optimization

Project: adaptive learning

8+ Projects

Ensure that students meet weekly project milestones and deadlines.

  • Baseline Modeling
  • Checkpoint Review
  • Documentation & Dashboards
  • Full Rubric Scoring

Project: Predicting

8+ Projects
Online Classes

Our online classes include live AI/ML sessions, hands-on coding projects, weekend doubt clearing, and practical assessments.

Offline Classes

Offline classes offer in-person workshops and mentorship for building AI/ML models in a collaborative environment.

Hybrid Classes

Hybrid classes blend online tutorials with in-person labs for a flexible AI/ML 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 choose AI & Machine Learning in Chandigarh?

There are plenty of AI & ML training institutes in Chandigarh — but here’s why joining our program is your best choice.

🤖
Future-Ready Skillset

AI & ML are shaping the future—equip yourself with the skills that matter most.

📈
High Demand & Salaries

Professionals with AI/ML expertise are in demand and command excellent salaries.

🛠️
Hands-On Learning

Work on real datasets, ML models, and deployable solutions with practical exposure.

🌍
Global Career Opportunities

Open doors to top tech roles worldwide with our AI & ML training.

🧠
Cutting-Edge Tools & Frameworks

Master Python, TensorFlow, PyTorch, Scikit-Learn, and other industry-leading tools.

🎓
Beginner Friendly

No prior coding experience? No worries! Our program starts from the basics.

💼
Internships & Job Assistance

Get access to internships, resume building, and placement assistance with our network.

🧪
Project-Based Curriculum

Work on AI projects in NLP, computer vision, predictive analytics, and more.

🏆
Mentorship from Industry Experts

Learn from experienced professionals who’ve built real-world AI/ML solutions.

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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