Applied AI by IBM

Artificial Intelligence (AI) is a rapidly growing field that has the potential to revolutionize the way we live and work. IBM Applied AI Professional Certificate is a comprehensive course that provides a solid foundation in AI technology, its applications, and use cases. This course is designed to arm you with the skills to work as an AI developer. Whether you’re a student, a developer, or a technology consultant – understanding AI and knowing how to create AI-powered applications can give you an edge in your career.

Course Overview

The IBM Applied AI Professional Certificate is a 7-course series that covers a wide range of topics related to AI. You can complete the courses in 3 months at 10 hours a week, but you can learn at your own pace. The instructors teach the courses in English, and IBM offers 19 languages, although it may not translate some content. Here is a breakdown of this course for each week:

Week 1: Introduction to Artificial Intelligence (AI)

• Overview of AI, its applications, and use cases
• Explanation of terms like machine learning, deep learning, and neural networks

Week 2: Getting Started with AI using IBM Watson

• Introduction to various Watson AI services from IBM and their uses
• Creation of AI chatbots and virtual assistants without any programming
• Deployment of chatbots on a website

Week 3: Chatbot Building Essentials

• Building of AI-powered chatbots using IBM Watson AI services, APIs, and Python with minimal coding

Week 4: Python for Data Science and AI

• Practical Python skills to design, build, and deploy AI applications on the web

Week 5: Building AI Applications with Watson APIs

• Building of AI-powered solutions using IBM Watson AI services, APIs, and Python with minimal coding

Week 6: Introduction to Computer Vision with Watson and OpenCV

• Application of computer vision techniques using Python, OpenCV, & Watson
• Development of custom image classification models and deployment to the Cloud

Week 7: Applied AI with DeepLearning

• Building and training of custom image classifiers using Watson, Python, and OpenCV
• Creation of a customer support chatbot and addition to a website
• Deployment of speech-enabled virtual assistants with domain intelligence to Facebook, etc.
• Exploration of concepts like Machine Learning, Deep Learning, and Neural Networks

Course Contents

The following are the courses included in the IBM Applied AI Professional Certificate:

1. Introduction to Artificial Intelligence (AI): This course provides an overview of AI, its applications, and use cases. You will learn about terms like machine learning, deep learning, and neural networks.
2. Getting Started with AI using IBM Watson: This course will introduce you to various Watson AI services from IBM and their uses. You will learn how to create AI chatbots and virtual assistants without any programming and deploy them on a website.
3. Chatbot Building Essentials: This course will teach you how to build AI-powered chatbots using IBM Watson AI services, APIs, and Python with minimal coding.
4. Python for Data Science and AI: This course will teach you practical Python skills to design, build, and deploy AI applications on the web.
5. Building AI Applications with Watson APIs: This course will teach you how to build AI-powered solutions using IBM Watson AI services, APIs, and Python with minimal coding.
6. Introduction to Computer Vision with Watson and OpenCV: This course will teach you how to apply computer vision techniques using Python, OpenCV, & Watson and develop custom image classification models and deploy them to the Cloud.
7. Applied AI with DeepLearning: This course will teach you how to build and train custom image classifiers using Watson, Python, and OpenCV. You will also learn how to create a customer support chatbot and add it to a website. Additionally, you will deploy speech-enabled virtual assistants with domain intelligence to Facebook, etc. You will explore concepts like Machine Learning, Deep Learning, and Neural Networks.

Course Outcomes

Upon completion of the IBM Applied AI Professional Certificate, you will have gained the following skills:

• Artificial Intelligence (AI)
• Data Science
• Machine Learning
• Deep Learning
• Python Programming
• Artificial Intelligence Watson AI
• Chatbot
• ChatGPT
• Large Language Models (LLM)

Conclusion

The IBM Applied AI Professional Certificate is an excellent course for anyone who wants to learn about AI and its applications. The course is well-structured, and the instructors are knowledgeable and engaging. Upon completion of the course, you will have gained valuable skills that can help you succeed in your career. So, what are you waiting for? Enroll now and start your journey towards becoming an AI developer!