Data Science & AI Course in Ludhiana

• Python Fundamentals & Syntax
• Data Types, Loops, Functions
• Object-Oriented Programming
• NumPy for Numerical Computing
• Pandas for Data Manipulation
• Matplotlib & Seaborn for Visualization

• SQL Fundamentals & Queries
• Joins, Subqueries, CTEs
• Data Aggregation & Grouping
• Database Design Basics
• Working with Large Datasets
• SQL for Data Analysis

• Descriptive Statistics
• Probability Distributions
• Hypothesis Testing
• Correlation & Regression
• Linear Algebra Essentials
• Statistical Thinking for Data

• Exploratory Data Analysis (EDA)
• Data Cleaning & Preprocessing
• Feature Engineering
• Dashboard Creation with Power BI
• Storytelling with Data
• Business Intelligence Reporting

• ML Fundamentals & Types
• Supervised Learning (Regression, Classification)
• Decision Trees & Random Forests
• Support Vector Machines
• Unsupervised Learning (Clustering, PCA)
• Model Evaluation & Tuning
• Scikit-learn Library

• Neural Network Fundamentals
• TensorFlow & Keras Framework
• Convolutional Neural Networks (CNN)
• Image Classification Projects
• Recurrent Neural Networks (RNN)
• Transfer Learning

• Text Preprocessing & Tokenization
• Sentiment Analysis
• Named Entity Recognition
• Introduction to LLMs (GPT, BERT)
• Building Chatbots
• Working with OpenAI API

• End-to-End ML Project
• Model Deployment Basics
• Building Data Science Portfolio
• GitHub Portfolio Setup
• Resume Building & Interview Prep
• Mock Technical Interviews

No prior programming experience is required. We start with Python basics and gradually build up. However, having basic computer skills and logical thinking will help you learn faster.

Anyone with a graduation degree (any stream) can join. Students in their final year of graduation can also enroll. Basic mathematics knowledge from 12th standard is helpful but not mandatory.

Data Science is one of the fastest-growing fields in India. Companies across industries are hiring data professionals. Starting salaries range from ₹4-8 LPA for freshers, and experienced professionals can earn ₹15-30+ LPA.

Yes, you'll work on 5-8 real-world projects using actual industry datasets. Projects include customer segmentation, sales prediction, sentiment analysis, image classification, and a capstone project of your choice.

We provide complete placement assistance including resume optimization, LinkedIn profile building, mock interviews, technical interview preparation, and direct referrals to our hiring partner companies.

Absolutely! We have weekend batches and flexible evening slots designed for working professionals. You can also access recorded sessions and additional resources for self-paced learning.

Yes, our curriculum is updated to include the latest AI developments. You'll learn to work with OpenAI APIs, Hugging Face models, and understand how to leverage LLMs for various applications.