Program
Details:
- Duration:
1-3 months
- Credits Required:
12-15
- Mode:
Online, Hybrid, or In-Person
- Certifications Prepared For:
- IBM AI Engineering Professional Certificate
- Google TensorFlow Developer Certificate
- Microsoft AI Fundamentals (AI-900)
- AWS Certified Machine Learning – Specialty
Course
Modules:
Module
1: Introduction to AI and Machine Learning
- Understanding AI, machine learning (ML), and deep
learning concepts.
- AI history, trends, and real-world applications.
- Introduction to AI tools: Python, TensorFlow, Keras,
PyTorch, and OpenAI models.
Module
2: Supervised and Unsupervised Learning
- Linear regression, decision trees, and neural networks for predictive analytics.
- Clustering, anomaly detection, and unsupervised
learning models.
- Real-world applications of ML in finance, healthcare,
and marketing.
Module
3: Natural Language Processing (NLP) and Chatbots
- Fundamentals of NLP, text processing, and AI-powered
chatbots.
- Sentiment analysis, speech recognition, and machine
translation.
- Hands-on experience with ChatGPT, BERT, and OpenAI
APIs.
Module
4: AI Deployment, Cloud Computing, and Ethics
- AI model deployment using Google Cloud, AWS, and
Microsoft Azure.
- AI ethics, fairness, and bias mitigation in AI models.
- Real-world case studies on AI failures, risks, and
best practices.
Hands-On
Labs and Practical Training:
- Building Machine Learning Models – Train AI models for real-world applications.
- AI-Powered Chatbots & NLP – Create interactive AI chatbots.
- AI and Cloud Integration – Deploy AI solutions on AWS, Google Cloud, and
Microsoft Azure.
- AI in Business Decision-Making – Develop AI-driven recommendations for business
optimization.
Who
Should Enroll?
This program is ideal for:
✅ IT professionals and software developers looking to
gain AI expertise.
✅ Business leaders and executives interested in
AI-powered business transformation.
✅ Data scientists and engineers who want to advance
their AI knowledge.
✅ Students and career changers who want to break into
AI and ML fields.