Download Deep Learning Specialization - Advanced AI Architectures Torrent

Torrent Contents Size: 2.3 GB

Deep Learning Specialization - Advanced AI Architectures

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1 -1.1 Introduction to Deep Learning.en_US.vtt	VTT	9.4 KB
1 -1.1 Introduction to Deep Learning.mp4	MP4	83.2 MB
1 -2.1 Challenges in Training Deep Models.en_US.vtt	VTT	10.8 KB
1 -2.1 Challenges in Training Deep Models.mp4	MP4	74.5 MB
1 -3.1 CNN Fundamentals.en_US.vtt	VTT	10.2 KB
1 -3.1 CNN Fundamentals.mp4	MP4	95.2 MB
1 -4.1 Introduction to Sequence Models.en_US.vtt	VTT	9.4 KB
1 -4.1 Introduction to Sequence Models.mp4	MP4	70.1 MB
1 -5.1 Transformer Architecture.en_US.vtt	VTT	9.2 KB
1 -5.1 Transformer Architecture.mp4	MP4	61.7 MB
1 -6.1 Autoencoders (Basic & VAE).en_US.vtt	VTT	8.8 KB
1 -6.1 Autoencoders (Basic & VAE).mp4	MP4	69.4 MB
1 -7.1 RL Foundations.en_US.vtt	VTT	8.3 KB
1 -7.1 RL Foundations.mp4	MP4	51.9 MB
1 -8.1 AI in Production.en_US.vtt	VTT	8.3 KB
1 -8.1 AI in Production.mp4	MP4	62.4 MB
2 -1.2 Neural Networks Basics.en_US.vtt	VTT	11 KB
2 -1.2 Neural Networks Basics.mp4	MP4	86.5 MB
2 -2.2 Regularization Methods.en_US.vtt	VTT	11 KB
2 -2.2 Regularization Methods.mp4	MP4	89 MB
2 -3.2 CNN Architectures.en_US.vtt	VTT	9.7 KB
2 -3.2 CNN Architectures.mp4	MP4	77.9 MB
2 -4.2 RNN Basics – ForwardBackpropagation Through Time.en_US.vtt	VTT	9.6 KB
2 -4.2 RNN Basics – ForwardBackpropagation Through Time.mp4	MP4	81.9 MB
2 -5.2 BERT, GPT, and Large Language Models (LLMs).en_US.vtt	VTT	9.4 KB
2 -5.2 BERT, GPT, and Large Language Models (LLMs).mp4	MP4	73.4 MB
2 -6.2 Generative Adversarial Networks (GANs).en_US.vtt	VTT	8.7 KB
2 -6.2 Generative Adversarial Networks (GANs).mp4	MP4	70.1 MB
2 -7.2 Q-Learning & Deep Q-Networks (DQN).en_US.vtt	VTT	8.5 KB
2 -7.2 Q-Learning & Deep Q-Networks (DQN).mp4	MP4	59.4 MB
2 -8.2 Model Interpretability & Explainable AI (XAI).en_US.vtt	VTT	8.4 KB
2 -8.2 Model Interpretability & Explainable AI (XAI).mp4	MP4	68 MB
3 -1.3 Training Deep Models.en_US.vtt	VTT	11.2 KB
3 -1.3 Training Deep Models.mp4	MP4	103.3 MB
3 -2.3 Advanced Optimization Algorithms.en_US.vtt	VTT	11.3 KB
3 -2.3 Advanced Optimization Algorithms.mp4	MP4	96.3 MB
3 -3.3 Transfer Learning Fine-tuning pre-trained models.en_US.vtt	VTT	10.9 KB
3 -3.3 Transfer Learning Fine-tuning pre-trained models.mp4	MP4	78.5 MB
3 -4.3 LSTMs & GRUs.en_US.vtt	VTT	9.2 KB
3 -4.3 LSTMs & GRUs.mp4	MP4	75.5 MB
3 -5.3 Applications in NLP.en_US.vtt	VTT	9.2 KB
3 -5.3 Applications in NLP.mp4	MP4	83.6 MB
3 -6.3 Diffusion Models (Intro).en_US.vtt	VTT	8.6 KB
3 -6.3 Diffusion Models (Intro).mp4	MP4	58.3 MB
3 -7.3 Policy Gradient Methods (REINFORCE, Actor-Critic).en_US.vtt	VTT	8.6 KB
3 -7.3 Policy Gradient Methods (REINFORCE, Actor-Critic).mp4	MP4	62.6 MB
3 -8.3 Ethical AI & Responsible AI.en_US.vtt	VTT	8.3 KB
3 -8.3 Ethical AI & Responsible AI.mp4	MP4	56.5 MB
4 - Week 1 Hands-On Labs Foundations of Deep Learning & Neural Networks.html	HTML	819.2 B
4 -2.4 Batch Normalization & Layer Normalization.en_US.vtt	VTT	10.8 KB
4 -2.4 Batch Normalization & Layer Normalization.mp4	MP4	100.2 MB
4 -3.4 Practical Applications – CNNs.en_US.vtt	VTT	9.8 KB
4 -3.4 Practical Applications – CNNs.mp4	MP4	84.2 MB
4 -4.4 Attention Mechanism.en_US.vtt	VTT	9.8 KB
4 -4.4 Attention Mechanism.mp4	MP4	82 MB
4 -5.4 Ethical Considerations in NLP & LLMs.en_US.vtt	VTT	8.5 KB
4 -5.4 Ethical Considerations in NLP & LLMs.mp4	MP4	72.8 MB
4 -6.4 Applications of Generative Models.en_US.vtt	VTT	7.7 KB
4 -6.4 Applications of Generative Models.mp4	MP4	57.8 MB
4 -7.4 Applications of Reinforcement Learning.en_US.vtt	VTT	8.7 KB
4 -7.4 Applications of Reinforcement Learning.mp4	MP4	81.3 MB
4 -8.4 The Future of Deep Learning.en_US.vtt	VTT	9.1 KB
4 -8.4 The Future of Deep Learning.mp4	MP4	67.5 MB
4 -Hands on Lab 1.pdf	PDF	423.2 KB
5 - Week 2 Hands-On Labs Optimization & Regularization Techniques.html	HTML	921.6 B
5 - Week 3 Hands-On Labs Convolutional Neural Networks (CNNs).html	HTML	716.8 B
5 - Week 4 Hands-On Labs RNNs & Sequence Models.html	HTML	716.8 B
5 - Week 5 Hands-On Labs Transformers & NLP.html	HTML	819.2 B
5 - Week 6 Hands-On Labs Generative Models.html	HTML	716.8 B
5 - Week 7 Hands-On Labs Reinforcement Learning & Deep RL.html	HTML	716.8 B
5 - Week 8 Hands-On Labs Ethics, Deployment & Future of AI.html	HTML	819.2 B
5 -Hands on Lab 3.pdf	PDF	317.6 KB
5 -Hands on Lab 4.pdf	PDF	323.9 KB
5 -Hands on Lab 5.pdf	PDF	207.3 KB
5 -Hands on Lab 6.pdf	PDF	392.8 KB
5 -Hands on Lab 7.pdf	PDF	343 KB
5 -Hands on Lab 8.pdf	PDF	235.8 KB
5 -Hands on lab 2.pdf	PDF	686 KB
Bonus Resources.txt	TXT	102.4 B
Get Bonus Downloads Here.url	URL	204.8 B

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Deep Learning Specialization - Advanced AI Architectures

Torrent Contents Size: 2.3 GB

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