[ WebToolTip.com ] Deep Learning Specialization - Advanced AI Architectures

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/1 -1.1 Introduction to Deep Learning.en_US.vtt

9.4 kB

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/1 -1.1 Introduction to Deep Learning.mp4

83 MB

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/2 -1.2 Neural Networks Basics.en_US.vtt

11 kB

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/2 -1.2 Neural Networks Basics.mp4

86 MB

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/3 -1.3 Training Deep Models.en_US.vtt

11 kB

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/3 -1.3 Training Deep Models.mp4

103 MB

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/4 - Week 1 Hands-On Labs Foundations of Deep Learning & Neural Networks.html

784 B

~Get Your Files Here !/1 - Week 1 - Foundations of Deep Learning & Neural Networks/4 -Hands on Lab 1.pdf

423 kB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/1 -2.1 Challenges in Training Deep Models.en_US.vtt

11 kB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/1 -2.1 Challenges in Training Deep Models.mp4

74 MB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/2 -2.2 Regularization Methods.en_US.vtt

11 kB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/2 -2.2 Regularization Methods.mp4

89 MB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/3 -2.3 Advanced Optimization Algorithms.en_US.vtt

11 kB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/3 -2.3 Advanced Optimization Algorithms.mp4

96 MB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/4 -2.4 Batch Normalization & Layer Normalization.en_US.vtt

11 kB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/4 -2.4 Batch Normalization & Layer Normalization.mp4

100 MB

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/5 - Week 2 Hands-On Labs Optimization & Regularization Techniques.html

965 B

~Get Your Files Here !/2 - Week 2 - Optimization & Regularization Techniques/5 -Hands on lab 2.pdf

686 kB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/1 -3.1 CNN Fundamentals.en_US.vtt

10 kB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/1 -3.1 CNN Fundamentals.mp4

95 MB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/2 -3.2 CNN Architectures.en_US.vtt

9.7 kB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/2 -3.2 CNN Architectures.mp4

78 MB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/3 -3.3 Transfer Learning Fine-tuning pre-trained models.en_US.vtt

11 kB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/3 -3.3 Transfer Learning Fine-tuning pre-trained models.mp4

78 MB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/4 -3.4 Practical Applications – CNNs.en_US.vtt

9.8 kB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/4 -3.4 Practical Applications – CNNs.mp4

84 MB

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/5 - Week 3 Hands-On Labs Convolutional Neural Networks (CNNs).html

729 B

~Get Your Files Here !/3 - Week 3 - Convolutional Neural Networks (CNNs)/5 -Hands on Lab 3.pdf

318 kB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/1 -4.1 Introduction to Sequence Models.en_US.vtt

9.4 kB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/1 -4.1 Introduction to Sequence Models.mp4

70 MB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/2 -4.2 RNN Basics – ForwardBackpropagation Through Time.en_US.vtt

9.6 kB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/2 -4.2 RNN Basics – ForwardBackpropagation Through Time.mp4

82 MB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/3 -4.3 LSTMs & GRUs.en_US.vtt

9.2 kB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/3 -4.3 LSTMs & GRUs.mp4

76 MB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/4 -4.4 Attention Mechanism.en_US.vtt

9.8 kB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/4 -4.4 Attention Mechanism.mp4

82 MB

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/5 - Week 4 Hands-On Labs RNNs & Sequence Models.html

691 B

~Get Your Files Here !/4 - Week 4 - Recurrent Neural Networks (RNNs) & Sequence Models/5 -Hands on Lab 4.pdf

324 kB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/1 -5.1 Transformer Architecture.en_US.vtt

9.2 kB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/1 -5.1 Transformer Architecture.mp4

62 MB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/2 -5.2 BERT, GPT, and Large Language Models (LLMs).en_US.vtt

9.4 kB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/2 -5.2 BERT, GPT, and Large Language Models (LLMs).mp4

73 MB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/3 -5.3 Applications in NLP.en_US.vtt

9.2 kB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/3 -5.3 Applications in NLP.mp4

84 MB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/4 -5.4 Ethical Considerations in NLP & LLMs.en_US.vtt

8.5 kB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/4 -5.4 Ethical Considerations in NLP & LLMs.mp4

73 MB

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/5 - Week 5 Hands-On Labs Transformers & NLP.html

778 B

~Get Your Files Here !/5 - Week 5 - Transformers & Natural Language Processing (NLP)/5 -Hands on Lab 5.pdf

207 kB

~Get Your Files Here !/6 - Week 6 - Generative Models/1 -6.1 Autoencoders (Basic & VAE).en_US.vtt

8.8 kB

~Get Your Files Here !/6 - Week 6 - Generative Models/1 -6.1 Autoencoders (Basic & VAE).mp4

69 MB

~Get Your Files Here !/6 - Week 6 - Generative Models/2 -6.2 Generative Adversarial Networks (GANs).en_US.vtt

8.7 kB

~Get Your Files Here !/6 - Week 6 - Generative Models/2 -6.2 Generative Adversarial Networks (GANs).mp4

70 MB

~Get Your Files Here !/6 - Week 6 - Generative Models/3 -6.3 Diffusion Models (Intro).en_US.vtt

8.6 kB

~Get Your Files Here !/6 - Week 6 - Generative Models/3 -6.3 Diffusion Models (Intro).mp4

58 MB

~Get Your Files Here !/6 - Week 6 - Generative Models/4 -6.4 Applications of Generative Models.en_US.vtt

7.7 kB

~Get Your Files Here !/6 - Week 6 - Generative Models/4 -6.4 Applications of Generative Models.mp4

58 MB

~Get Your Files Here !/6 - Week 6 - Generative Models/5 - Week 6 Hands-On Labs Generative Models.html

726 B

~Get Your Files Here !/6 - Week 6 - Generative Models/5 -Hands on Lab 6.pdf

393 kB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/1 -7.1 RL Foundations.en_US.vtt

8.3 kB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/1 -7.1 RL Foundations.mp4

52 MB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/2 -7.2 Q-Learning & Deep Q-Networks (DQN).en_US.vtt

8.5 kB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/2 -7.2 Q-Learning & Deep Q-Networks (DQN).mp4

59 MB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/3 -7.3 Policy Gradient Methods (REINFORCE, Actor-Critic).en_US.vtt

8.6 kB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/3 -7.3 Policy Gradient Methods (REINFORCE, Actor-Critic).mp4

63 MB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/4 -7.4 Applications of Reinforcement Learning.en_US.vtt

8.7 kB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/4 -7.4 Applications of Reinforcement Learning.mp4

81 MB

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/5 - Week 7 Hands-On Labs Reinforcement Learning & Deep RL.html

733 B

~Get Your Files Here !/7 - Week 7 - Reinforcement Learning (RL) & Deep RL/5 -Hands on Lab 7.pdf

343 kB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/1 -8.1 AI in Production.en_US.vtt

8.3 kB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/1 -8.1 AI in Production.mp4

62 MB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/2 -8.2 Model Interpretability & Explainable AI (XAI).en_US.vtt

8.4 kB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/2 -8.2 Model Interpretability & Explainable AI (XAI).mp4

68 MB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/3 -8.3 Ethical AI & Responsible AI.en_US.vtt

8.3 kB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/3 -8.3 Ethical AI & Responsible AI.mp4

56 MB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/4 -8.4 The Future of Deep Learning.en_US.vtt

9.1 kB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/4 -8.4 The Future of Deep Learning.mp4

68 MB

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/5 - Week 8 Hands-On Labs Ethics, Deployment & Future of AI.html

828 B

~Get Your Files Here !/8 - Week 8 - Ethics, Deployment & Future of AI/5 -Hands on Lab 8.pdf

236 kB

~Get Your Files Here !/Bonus Resources.txt

70 B