What you will learn
- Gain a comprehensive understanding of Artificial Intelligence (AI) concepts, including machine learning, deep learning, and neural networks.
- Develop practical skills in Python programming to build AI-powered applications.
- Utilize IBM Watson AI services and APIs to create and deploy AI solutions such as chatbots and virtual assistants.
- Apply computer vision techniques using OpenCV to process and analyze visual data.
- Implement AI-enabled applications that can interact with users through speech and text.
Program Overview
Introduction to Artificial Intelligence (AI)
⏱️ 12 hours
- Understand the fundamentals of AI and its applications in various industries.
- Explore the impact of AI on our daily lives and work environments.
- Learn about the ethical considerations and challenges associated with AI.
Python for Data Science, AI & Development
⏱️ 20 hours
- Learn Python programming basics, including data structures and functions.
- Apply Python skills to real-world data science and AI problems.
- Work with Jupyter notebooks for interactive coding and data visualization.
Building AI Powered Chatbots Without Programming
⏱️10 hours
- Design and build chatbots using IBM Watson Assistant without writing code.
- Understand the principles of conversational AI and user interaction.
- Deploy chatbots on various platforms to interact with users.
Python Project for AI & Application Development
⏱️15 hours
- Develop Python applications that incorporate AI functionalities.
- Implement unit testing and debugging techniques to ensure code reliability.
- Explore software development best practices in AI application development.
Building AI Applications with Watson APIs
⏱️12 hours
- Integrate IBM Watson APIs into applications to add AI capabilities.
- Work with services like Watson Visual Recognition and Natural Language Understanding.
- Create applications that can analyze and interpret unstructured data.
Introduction to Computer Vision and Image Processing
⏱️14 hours
- Learn the basics of computer vision and image processing techniques.
- Use OpenCV to process and analyze images and videos.
- Develop applications that can recognize and interpret visual information.
AI Capstone Project with Deep Learning
⏱️16 hours
- Apply the knowledge and skills acquired throughout the program to a real-world project.
- Design, build, and deploy an AI-powered application using IBM Watson services.
- Demonstrate the ability to solve complex problems using AI technologies.
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Job Outlook
- AI is a rapidly growing field with increasing demand for skilled professionals across various industries.
- Completing this certificate can lead to roles such as AI Developer, Machine Learning Engineer, Data Scientist, and AI Application Developer.
- Proficiency in tools like IBM Watson and OpenCV is highly valued in the job market.
Specification: IBM AI Developer Professional Certificate
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