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Professional Certification Program in Artificial Intelligence & Machine Learning – Business Applications
Course Description
Advance your career by mastering Artificial Intelligence and Machine Learning for real-world, industry-specific applications. This program is tailored for working professionals looking to upskill, innovate, and apply AI to their workplace challenges and opportunities.
What You Will Learn:
- Advanced AI & ML concepts with industry case studies
- Hands-on training with popular frameworks (TensorFlow, PyTorch, Scikit-learn)
- Applying AI & ML to business, automation, and data-driven decision-making
- End-to-end project development & deployment skills
- Career advancement strategies in AI & IT
Minimum Qualification & Requirements:
- Designed for working professionals with IT, CS, or related backgrounds
- A computer capable of running AI/ML frameworks with internet access
- Basic programming (Python preferred) and math knowledge recommended
Modes of Learning
- Classroom Learning – In-person, interactive sessions at our academy.
- Online Instructor-Led – Live virtual classes with real-time guidance.
- Online Self-Paced – Pre-recorded lessons you can learn anytime, anywhere.
Welcome to AI & ML for Professionals
Program goals, learning journey, and career outcomes
📖 1 lecture | ❓ 3 questions | ⏱️ 30 minCourse Tools & Setup
Installing Python, Jupyter, TensorFlow, and PyTorch
📖 2 lectures | ⏱️ 45 minRefresher: Core AI & ML Concepts
Supervised, unsupervised & reinforcement learning recap
📖 2 lectures | ❓ 3 questions | ⏱️ 45 minIndustry Case Studies in AI
How top companies leverage AI in business
📖 2 lectures | ⏱️ 45 minTensorFlow & PyTorch Essentials
Model building and training with leading frameworks
📖 3 lectures | ⏱️ 60 minHands-On Project 1: Predictive Business Model
Build a demand forecasting or customer churn model
📖 2 lectures | ⏱️ 60 minData Preprocessing for Business Analytics
Handling structured/unstructured business data
📖 2 lectures | ❓ 5 questions | ⏱️ 60 minApplied Machine Learning for Automation
Use ML to optimize workflows and reduce costs
📖 2 lectures | ⏱️ 45 minAI for Marketing & Sales
Recommendation systems, customer analytics, personalization
📖 2 lectures | ⏱️ 45 minAI in Finance & Operations
Fraud detection, risk modeling, process optimization
📖 2 lectures | ⏱️ 45 minModel Deployment Techniques
APIs, cloud platforms (AWS, Azure, GCP)
📖 2 lectures | ⏱️ 45 minHands-On Project 2: Business AI Solution
Deploy an AI solution for a workplace challenge
📖 2 lectures | ⏱️ 60 minCase Study: AI in Healthcare/Banking/IT
Analyze and replicate real-world solutions
📖 2 lectures | ⏱️ 45 minHands-On Project 3: Industry-Specific Challenge
Solve a domain problem (finance, healthcare, IT, retail)
📖 2 lectures | ⏱️ 60 minBuilding an AI/ML Portfolio
Presenting projects & achievements to employers
📖 1 lecture | ⏱️ 30 minCareer Growth Strategies in AI/IT
Networking, certifications, and leadership roles
📖 1 lecture | ⏱️ 30 minEnd-to-End Business AI Solution
Develop a full pipeline AI/ML project for workplace use
📖 1 project | ⏱️ 90 minCapstone Presentation & Feedback
Present solutions for peer/mentor review
📖 1 session | ⏱️ 60 min