About the Program
The Artificial Intelligence program is designed to help learners master AI concepts and technologies, from fundamentals to advanced applications. Covering Machine Learning, Deep Learning, Neural Networks, NLP, and real-time predictive modeling, this course provides hands-on experience with Python, AI libraries, and AI-driven projects. By the end of the program, you’ll be able to build intelligent applications and deploy AI solutions confidently.
What You’ll Learn
- Fundamentals of Artificial Intelligence, Machine Learning, and Deep Learning
- Python programming for AI and data handling
- Data preprocessing, visualization, and analysis using NumPy, Pandas, and Matplotlib
- Supervised and unsupervised learning algorithms
- Neural Networks, Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN)
- Natural Language Processing (NLP) and Reinforcement Learning
- AI project development and deployment
- Real-time AI applications like predictive analytics, image recognition, and chatbots
Why Choose This Course?
- Learn from AI experts with industry experience
- Hands-on training with real-time AI projects and case studies
- Comprehensive coverage from basics to advanced AI concepts
- Career guidance and placement assistance in AI & ML domains
- YVU–SkillDzire recognized certification
Who Can Join?
Suitable for beginners, students, IT professionals, and anyone aspiring to build a career in Artificial Intelligence, Machine Learning, or Data Science.
Course Curriculum
1. Introduction to Artificial Intelligence
- AI Introduction
- AI Applications
- Introduction to AI, ML, and DL
2. Python Programming Fundamentals
- Python Installation
- Python Basics
- Variables, Data Types & Operators
- Basic Input & Output Operations
- Control Flow Statements
- Functions & Modules in Python
3. Python Programming Advanced Concepts
- Operators in Python
- Bitwise, Identity, Membership Operators
- Lists, Tuples, Sets, and Dictionaries
- Control Statements
- Loops: While, For Loops
- Functions & Recursion
- Modules and Packages
- Hands-on with Colab & Jupyter Notebook
4. AI Mathematical Foundations
- Probability, Statistics & Linear Algebra
- Vectors, Scalars, and Matrices Representation
- Differential & Integral Calculus
- Linear Regression & Implementation
5. Data Understanding and Big Data
- Data Collection from Different Sources
- Data Cleaning and Preprocessing
- Big Data Concepts in AI
6. AI: Vision & Classification
- Classification & Retrieval
- Convolutional Neural Networks (CNN)
- Generative Adversarial Networks (GAN)
- Five Layers of Sequencer
7. Neural Networks
- Introduction to Neural Networks
- Optimization Techniques
- Recurrent Neural Networks (RNN)
- RNN Sequence Modelling
- Practical RNN Examples
8. Reinforcement Learning & Problem Solving
- Introduction to Reinforcement Learning
- Constraint Satisfaction Problems
- Uninformed & Informed Search Algorithms
- A* Search & Puzzle Solving
- Uniform Cost & Iterative Deepening Search
9. Data Analysis & Visualization in Python
- NumPy for Numerical Computing
- Pandas for Data Manipulation
- Data Transformation & Visualization
- Matplotlib for Graphical Representation
10. Machine Learning with Scikit-Learn
- Overview of Scikit-Learn
- Supervised Learning: Classification & Regression
- Unsupervised Learning: Clustering
11. Real-Time AI Projects
- Tic-Tac-Toe Game Implementation
- Grocery Shop Management System
- Library Management System using Tkinter
- Student & Employee Management Systems
- Alzheimer’s Detection
- Respiratory Disease Classification
- Crop Disease Prediction
- Traffic Sign Recognition
Earn Your Certificate
On completion, you’ll receive an industry-recognized certificate from YVU – SkillDzire.
Real-Time AI Projects
Tic-Tac-Toe Game Implementation
Hands-on project to implement the Tic-Tac-Toe game using AI algorithms to understand decision-making and game strategy.
Grocery Shop Management System
Develop an AI-driven system to manage inventory, billing, and customer data efficiently for a retail store.
Disease Prediction Projects
Projects like Alzheimer’s Disease Detection, Respiratory Disease Classification, and Crop Disease Prediction using AI models.
Career Outcomes
AI Engineer
Salary Range: ₹5–12 LPA
Data Scientist
Salary Range: ₹6–15 LPA
Machine Learning Engineer
Salary Range: ₹7–18 LPA
What Our Students Say
“The Artificial Intelligence program helped me gain hands-on experience with Python, Machine Learning, and Neural Networks. I completed several real-time AI projects and now work as a Data Scientist.”
– Riya, Infosys
“Learning AI concepts with practical projects on Deep Learning and NLP made complex topics easy to understand. I now work as an AI Engineer and confidently solve real-world problems.”