Implementing AI Using Cognitive Modeling
Artificial intelligence
| Expert
- 18 videos | 44m 8s
- Includes Assessment
- Earns a Badge
Cognitive modeling can provide additional human qualities to AI systems. It is traditionally used in cognitive machines and expert systems. However, with extra computing power, it can be applied to more profound AI approaches like neural networks and reinforcement learning systems. Knowledge of cognitive modeling applications is essential to any AI developer aspiring to design AI architectures and develop large-scale applications. In this course, you'll examine the role of cognitive modeling in AI development and its possible applications in NLP, image recognition, and neural networks. You'll outline core cognitive modeling concepts and significant industry use cases. You'll list open source cognitive modeling frameworks and explore cognitive machines, expert systems, and reinforcement learning in cognitive modeling. Finally, you'll use cognitive models to solve real-world problems.
WHAT YOU WILL LEARN
-
discover the key concepts covered in this coursedescribe the concept of cognitive modeling and its importancespecify how cognitive modeling can be used in AI applicationslist companies that implement cognitive modeling approachesdescribe how to use cognitive modeling for natural language processingoutline how to use cognitive modeling for image recognitionidentify how to use cognitive modeling with neural networkslist open source cognitive modeling frameworks and describe their usesname some real-life use cases of cognitive modeling
-
define expert systems in terms of cognitive modelingdescribe cognitive machines and specify their use and importancedescribe the role of reinforcement learning in cognitive modelingdetermine ways in which AI can reason in a similar way to the human braindescribe memory-augmented neural network architecture for learning complex taskswork with natural language processing techniques to develop a smart question answering (QA) systemwork with an AI system that can observe, reason, and predict tags for YouTube videoscreate an AI algorithm that can predict heart disease using MRI imagessummarize the key concepts covered in this course
IN THIS COURSE
-
1.Course Overview1m 17sUP NEXT
-
2.What Is Cognitive Modeling?2m 59s
-
3.Applications of Cognitive Modeling2m 32s
-
4.Cognitive Models in Various Industries2m 50s
-
5.Cognitive Modeling and NLP2m 32s
-
6.Cognitive Modeling and Image Recognition3m 4s
-
7.Cognitive Modeling and Neural Networks2m 54s
-
8.Open Source Cognitive Modeling2m 3s
-
9.Cognitive Modeling: Real-life Use Cases2m 19s
-
10.What Are Expert Systems?2m 19s
-
11.What Are Cognitive Machines?2m 25s
-
12.Computational Agents: Reinforcement Learning1m 50s
-
13.What Is AI Reasoning?1m 38s
-
14.Differential Neural Computer1m 56s
-
15.Question Answering System3m 37s
-
16.YouTube Video Tag Prediction3m 26s
-
17.Predicting Heart Disease Using MRI3m 50s
-
18.Course Summary38s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.
Digital badges are yours to keep, forever.