Artificial Intelligence
Artificial Intelligence by EduNayan is a comprehensive AI, Data & Advanced Technologies program designed to take you from foundational concepts to advanced practical implementation. Through hands-on projects, real-world case studies, and structured guidance, you will master the key tools and methodologies required to succeed in this industry.
Certificate Included
Industry recognized completion certificate
Intermediate
Structured learning path with guided delivery
Online, Hybrid
Flexible learning modes for working learners
4 Capstone Projects
Portfolio-ready hands-on builds
Expert Mentors
Instruction from working professionals
Placement Support
Career help for interviews and roles
About the Course
Artificial Intelligence by EduNayan is a comprehensive AI, Data & Advanced Technologies program designed to take you from foundational concepts to advanced practical implementation. Through hands-on projects, real-world case studies, and structured guidance, you will master the key tools and methodologies required to succeed in this industry.
Course Curriculum
Module 1: Python & Math Foundations for AI4 topics
- Python basics & NumPy/Pandas
- Linear Algebra & Calculus
- Probability & Statistics for ML
- Data preprocessing & cleaning
Module 2: Supervised Learning & Regression4 topics
- Linear & Logistic Regression models
- Decision Trees & Random Forests
- Model evaluation metrics (RMSE, F1)
- Feature selection & scaling
Module 3: Unsupervised Learning & Clustering4 topics
- K-Means & Hierarchical Clustering
- Dimensionality reduction (PCA, t-SNE)
- Anomaly detection concepts
- Association rule learning
Module 4: Deep Learning & Neural Networks4 topics
- Perceptrons & Backpropagation
- Activation functions & gradient descent
- Multi-layer Perceptrons
- Training dynamics & regularization
Module 5: CNNs, RNNs & Transformers4 topics
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs) & LSTMs
- Hugging Face & NLP transformers
- Computer Vision applications
Module 6: AI Model Deployment & MLOps4 topics
- Saving models (ONNX, Pickle)
- API creation with FastAPI
- Dockerizing AI applications
- Cloud deployment on AWS/GCP
Hands-On Projects
Build 4 production-grade projects for your portfolio
Image Classifier with CNNs
Develop, train, and test an advanced classification model using Python to categorize data or images with high precision.
Text Summarizer using Transformers
Implement a practical project around Text Summarizer using Transformers in Artificial Intelligence using Python and PyTorch to build portfolio-ready solutions.
Autonomous Vehicle Agent Simulation
Design and deploy an intelligent conversational entity or multi-agent workflow using modern orchestration libraries and LLM API integrations.
Predictive Analytics Engine
Create an interactive analytics interface utilizing Python to aggregate datasets and display critical performance indicators (KPIs) dynamically.
Your Certificate
Earn an industry-recognized certificate upon completion
Official certificate for Artificial Intelligence
A shareable completion certificate is issued when you finish the course requirements successfully. Use it on LinkedIn, portfolios, and job applications.
Student Reviews
“The Artificial Intelligence course at EduNayan was a turning point for me. The practical curriculum and mock interview support gave me the tools to build actual solutions.”
“Hands-on labs and direct mentorship in the Artificial Intelligence program were incredibly helpful. It is fully aligned with modern industry trends.”
Frequently Asked Questions
Quick answers about the course
What will I learn in the Artificial Intelligence course?
In this program, you will gain hands-on expertise in Artificial Intelligence, covering core theoretical foundations, tool setups, practical exercises, and portfolio-grade capstone projects.
Do I need prior experience to enroll?
No, this course is structured to guide you from basic concepts up to advanced implementations. Having a fundamental understanding of logical thinking is helpful.
Will I receive a certificate?
Yes, on successfully completing the course requirements and capstone projects, you will receive an industry-recognized completion certificate from EduNayan.
What kind of support is available during the course?
You will have access to expert mentors for doubt clearing, step-by-step lab guidance, and dedicated support channels for troubleshooting project errors.