Neuro Symbolic AI

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Free Download Neuro Symbolic AI
Published 11/2025
Created by Gagan Deep Ahuja
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 17 Lectures ( 1h 28m ) | Size: 1.1 GB

The fusion of Neural Learning and Symbolic Reasoning
What you'll learn
Grasp the differences between neural and symbolic systems.Grasp the differences between neural and symbolic systems.
Understand how combining them leads to more explainable and trustworthy AI.
Explore cognitive science foundations and how they influence model design.
Build hybrid models that fuse neural networks and logic-based reasoning.
Apply neuro-symbolic approaches in domains like: Healthcare diagnostics , Intelligent tutoring systems , Robotics decision-making
Requirements
Basic Python programming
Intro to Machine Learning
Logic & Reasoning Concepts
Description
Neuro-Symbolic Computing: Where Logic Meets LearningAre you fascinated by the power of deep learning but frustrated by its lack of interpretability? Do you believe that true intelligence lies in the fusion of data-driven models with structured reasoning? Then this course is your gateway to the future of AI.Neuro-symbolic computing combines the raw learning power of neural networks with the clarity and structure of symbolic logic. In this hands-on, project-driven journey, you'll learn how to build intelligent systems that reason, explain, and adapt - just like humans do. What You'll UnlockLearn to blend machine learning and symbolic logic in a way that mimics human cognitionBuild AI systems that are transparent, interpretable, and ethicalExplore cutting-edge tools like Problog, PyDatalog, and neural-symbolic frameworksDesign models for real-world applications, from scene understanding to medical diagnostics Why This Course Stands OutIt's not just technical - it's transformativeYou'll gain a future-ready skill set that merges two traditionally separate domainsPerfect for students, researchers, developers, and content creators ready to level up their understanding of intelligent systemsThis isn't just an AI course. It's a new way of thinking. If you're ready to challenge conventional boundaries, create meaningful models, and join the next wave of AI evolution - then step right in.
Who this course is for
AI developers and data scientists looking to expand into hybrid models
AI developers and data scientists looking to expand into hybrid models
Content creators or educators exploring explainable AI systems
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1.1 GB | 8min 10s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

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FileName :1 - What it is and why it matters.mp4 | Size: (23.35 MB)
FileName :2 - Comparison to traditional AI and symbolic systems.mp4 | Size: (24.01 MB)
FileName :1 - Neural networks basics (CNNs, RNNs).mp4 | Size: (59.25 MB)
FileName :2 - Symbolic reasoning (logic, rules, graphs).mp4 | Size: (73.62 MB)
FileName :3 - How they combine into hybrid models.mp4 | Size: (65.61 MB)
FileName :1 - Cognitive robotics.mp4 | Size: (107.65 MB)
FileName :2 - Explainable healthcare AI.mp4 | Size: (77.17 MB)
FileName :1 - IBM's Neural Network-Symbolic Learning (NeSy).mp4 | Size: (82.9 MB)
FileName :2 - MIT's Scene Representation Networks.mp4 | Size: (93.27 MB)
FileName :3 - PyTorch + Logic-based libraries.mp4 | Size: (113.69 MB)
FileName :1 - Build a hybrid image classifier with reasoning.mp4 | Size: (83.82 MB)
FileName :2 - Create a medical diagnosis model that explains its decision.mp4 | Size: (98.58 MB)
FileName :1 - Limitations of current models.mp4 | Size: (83.69 MB)
FileName :2 - Trends in AI transparency and ethics.mp4 | Size: (92.78 MB)
FileName :3 - Your path forward as a neuro-symbolic developer.mp4 | Size: (47.63 MB)

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