Artificial Intelligence (AI)

Course Duration - 6 Months Fee - ₹25,000/- ₹21,000/-

Artificial Intelligence (AI) is the future of innovation — powering everything from digital assistants to advanced data-driven systems.
At HARTRON Advanced Skill Centre, Ballabgarh, our AI course helps learners gain real-world knowledge in programming, machine learning, and data science through practical, project-based training.
This program is designed to develop your skills step-by-step, from Python programming to building intelligent systems used in modern industries.

What You’ll Learn

Module 1: Programming with Python

• Basics of Python: syntax, variables, data types, and operators

• Conditional statements, loops, and functions

• Working with lists, dictionaries, and sets

• File handling and exception management

• AI Libraries: NumPy, Pandas, Matplotlib

Module 2: Conceptualising Data Science with Python

• Relationship between AI, ML, and Data Science

• Data collection, cleaning, and preprocessing techniques

• Handling missing values and data outliers

• Exploratory Data Analysis (EDA)

• Feature scaling and encoding

Module 3: Data Analysis and Visualization

• Data summarization and statistics

• Data visualization using Matplotlib & Seaborn

• Interactive dashboards with Power BI / Tableau

• Case Study: Real-time data visualization

Module 4: Fundamentals of Machine Learning

• Introduction to ML and its applications

• Supervised & Unsupervised learning concepts

• Regression models: Linear, Polynomial, Multiple

• Classification algorithms: Decision Tree, KNN, SVM, Naive Bayes

• Clustering: K-Means and Hierarchical clustering

• Model evaluation: Accuracy, Precision, Recall, F1-score

Module 5: Performance and Accuracy of ML Models

• Training and testing datasets

• Cross-validation and performance tuning

• Bias-variance tradeoff explanation

• Hyperparameter tuning (Grid Search, Random Search)

• Ensemble models (Bagging, Boosting, Random Forest)

NSQF level - 4.0 Eligibility - 12th Grade Pass