Coursera

2891 קורסים

California Institute of Technology
Coursera

Advanced Generative Adversarial Networks (GANs)

Advanced Generative Adversarial Networks (GANs) Embark on an enlightening journey into the realm of Generative Adversarial Networks (GANs), where you will master the art of AI-driven image synthesis. This course begins with a solid foundation, introducing you to the basic concepts and components of GANs, such as the Generator and Discriminator..
provider Coursera
California Institute of Technology
Coursera

RNN Architecture and Sentiment Classification

Title: RNN Architecture and Sentiment Classification Description: Artificial Intelligence is revolutionizing data analysis. This course delves into Recurrent Neural Networks (RNNs), starting with basic memory models and advancing to deep RNN structures. You'll explore RNN models like ManyToMany, ManyToOne, and OneToMany through practical exerci.
provider Coursera
California Institute of Technology
Coursera

Intermediate Data Manipulation and Machine Learning

Intermediate Data Manipulation and Machine Learning | Coursera In this comprehensive course, you will explore artificial intelligence (AI) and its core concepts, forming a solid foundation for machine learning. You will delve into regression analysis, applying univariate, polynomial, and multivariate regression techniques to real-wo.
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Mastering Neural Networks and Model Regularization

Mastering Neural Networks and Model Regularization The course "Mastering Neural Networks and Model Regularization" dives deep into the fundamentals and advanced techniques of neural networks, from understanding perceptron-based models to implementing cutting-edge convolutional neural networks (CNNs). This course offers hands-on experience with r.
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AI for Cybersecurity

AI for Cybersecurity This Specialization is designed for post-graduate students aiming to master AI applications in cybersecurity. Through three comprehensive courses, you will explore advanced techniques for detecting and mitigating various cyber threats. The curriculum covers essential topics such as AI-driven fraud prevention, malware analysis.
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Deep Learning Essentials

Deep Learning Essentials | University of Pennsylvania | Coursera Join the University of Pennsylvania's Deep Learning Essentials course on Coursera. Delve into the rich history of deep learning, and gain a profound understanding of neural networks, including the perceptron. Discover how these networks function and explore the architectu.
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Ethics and AI: A Philosophical Guide to Responsible Use

Ethics and AI: A Philosophical Guide to Responsible Use Course Title: Ethics and AI: A Philosophical Guide to Responsible Use Description: This course aims to introduce foundational concepts related to defining AI and examining its regulation through a philosophical lens. Participants will be introduced to basic philosophic.
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Generative AI and Model Selection

Generative AI and Model Selection | Southern New Hampshire University | Coursera Delve into the realm of generative AI and discover the intricacies of selecting the perfect model to suit your requirements with this hands-on course. You will develop a robust understanding of generative AI models, and examine various deployment options such as web.
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Advanced Malware and Network Anomaly Detection

The course "Advanced Malware and Network Anomaly Detection" equips learners with essential skills to combat advanced cybersecurity threats using artificial intelligence. This course takes a hands-on approach, guiding students through the intricacies of malware detection and network anomaly identification. In the first two modules, you will gain fou.
provider Coursera
California Institute of Technology
Coursera

Building AI Cloud Apps with Microsoft Azure

Building AI Cloud Apps with Microsoft Azure Discover the comprehensive nine-course program, Building AI Cloud Apps with Microsoft Azure, designed to equip you with the skills to develop cutting-edge cloud and AI solutions using Microsoft Azure. Offered by Coursera, this program covers a wide range of topics including Azure Functions, A.
provider Coursera
California Institute of Technology
Coursera

Foundations and Core Concepts of PyTorch

Foundations and Core Concepts of PyTorch In this comprehensive course, you'll embark on a journey through the foundational elements and core concepts of PyTorch, one of the most popular deep learning frameworks. Starting with a detailed overview and system setup, you'll be guided through installing and configuring your environment t.
provider Coursera
California Institute of Technology
Coursera

Fundamentals of AI, Machine Learning, and Python Programming

Embark on a transformative learning experience designed to equip you with a robust understanding of AI, machine learning, and Python programming. This course begins with a thorough introduction to artificial intelligence and machine learning, demystifying the core concepts and exploring how algorithms and data-driven techniques empower compu.
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