IBM AI Developer Professional Certificate Course Syllabus

Overview: This professional certificate program is designed for beginners and provides a comprehensive introduction to artificial intelligence, with a focus on practical, hands-on learning. The curriculum covers foundational AI concepts, Python programming, chatbot development, computer vision, and real-world AI application development using IBM Watson services. Learners will complete hands-on projects and a capstone to build a professional portfolio. The program requires approximately 10 hours per week over 3–4 months to complete all modules and earn the certificate.

Module 1: Introduction to Artificial Intelligence (AI)

Estimated time: 12 hours

• Understand the fundamentals of AI and its real-world applications
• Explore how AI impacts industries and daily life
• Learn about machine learning, deep learning, and neural networks
• Examine ethical considerations and challenges in AI development

Module 2: Python for Data Science, AI & Development

Estimated time: 20 hours

• Learn Python programming basics including variables and data types
• Work with data structures such as lists, dictionaries, and loops
• Define and use functions in Python for AI applications
• Use Jupyter notebooks for interactive coding and data visualization

Module 3: Building AI Powered Chatbots Without Programming

Estimated time: 10 hours

• Design conversational flows for chatbots using IBM Watson Assistant
• Build and customize chatbots without writing code
• Understand principles of user interaction in conversational AI
• Deploy chatbots on websites or messaging platforms

Module 4: Building AI Applications with Watson APIs

Estimated time: 12 hours

• Integrate IBM Watson APIs into applications
• Use Watson Visual Recognition to analyze images
• Apply Natural Language Understanding to interpret text
• Create AI-powered apps that process unstructured data

Module 5: Introduction to Computer Vision and Image Processing

Estimated time: 14 hours

• Learn the fundamentals of computer vision
• Use OpenCV for image and video processing
• Apply techniques to detect and analyze visual patterns
• Develop applications that interpret visual information

Module 6: AI Capstone Project with Deep Learning

Estimated time: 16 hours

• Design an AI-powered application using skills from the program
• Build and deploy a solution using IBM Watson services
• Demonstrate problem-solving with AI technologies

Prerequisites

• No prior programming or AI experience required
• Basic computer literacy and internet navigation skills
• Access to a modern web browser and IBM Cloud account

What You'll Be Able to Do After

• Explain core AI concepts and their industry applications
• Write Python code for data processing and AI development
• Build and deploy no-code AI chatbots using Watson Assistant
• Integrate Watson AI services into real-world applications
• Create computer vision applications using OpenCV