17 OCT 2024 - Welcome Back to TorrentFunk! Get your pirate hat back out. Streaming is dying and torrents are the new trend. Account Registration works again and so do Torrent Uploads. We invite you all to start uploading torrents again!
TORRENT DETAILS
[FreeCoursesOnline.Me] PacktPub - Mastering Keras [Video]
TORRENT SUMMARY
Status:
All the torrents in this section have been verified by our verification system
Successful data scientists need to be able to work with the most powerful tools to solve the most challenging problems. As deep learning becomes ever more entrenched as the gold-standard tool for a wide variety of advanced data analytics and Artificial Intelligence problems, it is essential for you as a data scientist or analyst to be comfortable wielding these powerful techniques on an ever-expanding array of problems.
TensorFlow (and its easy-to-learn deep learning wrapper Keras) have become game-changers in permitting simple implementations of the most complex of deep learning techniques.
In this course, we teach you to go beyond your working knowledge of Keras, begin to wield its full power, and unleash the amazing potential of advanced deep learning on your data science problems. You'll learn to design and train deep learning models for synthetic data generation, object detection, one-shot learning, and much more.
By the end of this course, you will be able to implement many advanced deep learning modelling algorithms and adapt them to your own purposes. Perhaps the next great breakthrough will come from you?
Please note that familiarity with machine learning and deep learning approaches, together with practical experience with Keras and Python programming, are assumed for taking this course.
All related code files are placed on a GitHub repository at: https://github.com/PacktPublishing/Mastering-Keras
What You Will Learn
• Use the powerfully functional Keras API to design and implement advanced deep learning techniques
• Design and implement advanced Convolutional Neural Networks for powerful image classification
• Design and implement object detection networks to identify objects present in images and their location
• Work with deep generative neural networks for synthetic data generation and semi-supervised learning
• Develop a stable deep reinforcement-learning system and learn to make optimal decisions via feedback from their environment
• Implement deep one-shot learning systems that can classify new instances of a class after a single exposure to such an object
Author
Mike Ashcroft
Mike Ashcroft, PhD, is a lecturer at Uppsala University in Sweden. He teaches Masters and PhD students Artificial Intelligence and Statistical Machine Learning. He has created and delivered courses for the European Data Science Academy, Future Learn/Open University, and Sichuan University. He has a deep knowledge of, and experience working with, Keras. Besides his university work, he has worked intensively with industrial applications of Artificial Intelligence and machine learning—both with startups (some of which he has founded) and, as a consultant, established companies and government agencies including SKF, the Swedish Defence Research Institute, and The Economist. He is always interested in combining a deep understanding of how these fascinating techniques work with their practical applications. Mike brings to his courses a unique mixture of academic knowledge, industrial experience, and basic curiosity.
SIMILAR
TORRENT
UPLOADEDSIZESEEDS LEECHS
The Ruby Workshop (packtpub - 2019) [AhLaN]by abidmail
5 months 82.39 MB6 1
The Go Workshop (packtpub - 2019) [AhLaN]by abidmail
5 months 32.24 MB10 1
The Java Workshop (packtpub - 2019) [AhLaN]by abidmail
5 months 18.60 MB13 0
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
0. Websites you may like/How you can help our Group!.txt
208 B
1. Preparing Yourself for Mastering Keras Journey/Keras and TensorFlow Functionality - Mastering Keras [Video].srt
6.1 KB
1. Preparing Yourself for Mastering Keras Journey/Keras and TensorFlow Functionality.mp4
7.6 MB
1. Preparing Yourself for Mastering Keras Journey/Setting Up the Environment and Teaching Methodology - Mastering Keras [Video].srt
13.5 KB
1. Preparing Yourself for Mastering Keras Journey/Setting Up the Environment and Teaching Methodology.mp4
20.1 MB
1. Preparing Yourself for Mastering Keras Journey/The Course Overview - Mastering Keras [Video].srt
8.2 KB
1. Preparing Yourself for Mastering Keras Journey/The Course Overview.mp4
8.9 MB
2. Working with the Keras Functional API/AEs and Denoising Data - Mastering Keras [Video].mp4
29.1 MB
2. Working with the Keras Functional API/AEs and Denoising Data - Mastering Keras [Video].srt
16.3 KB
2. Working with the Keras Functional API/CNNs and Basic Image Classification - Mastering Keras [Video].mp4
240.7 MB
2. Working with the Keras Functional API/CNNs and Basic Image Classification - Mastering Keras [Video].srt
18.8 KB
2. Working with the Keras Functional API/MLPs and Simple Data Analytics - Mastering Keras [Video].mp4
51.5 MB
2. Working with the Keras Functional API/MLPs and Simple Data Analytics - Mastering Keras [Video].srt
27.2 KB
2. Working with the Keras Functional API/RNNs and Sequential Data Analysis - Mastering Keras [Video].mp4
50.2 MB
2. Working with the Keras Functional API/RNNs and Sequential Data Analysis - Mastering Keras [Video].srt
25.8 KB
3. Developing and Implementing Deep Generative Models/Implementing GANs in Keras - Mastering Keras [Video].mp4
51.9 MB
3. Developing and Implementing Deep Generative Models/Implementing GANs in Keras - Mastering Keras [Video].srt
32.3 KB
3. Developing and Implementing Deep Generative Models/Implementing VAEs in Keras - Mastering Keras [Video].mp4
62.4 MB
3. Developing and Implementing Deep Generative Models/Implementing VAEs in Keras - Mastering Keras [Video].srt
32 KB
3. Developing and Implementing Deep Generative Models/What Can Generative Models Do for Me_ - Mastering Keras [Video].mp4
10.7 MB
3. Developing and Implementing Deep Generative Models/What Can Generative Models Do for Me_ - Mastering Keras [Video].srt
12 KB
4. Advanced CNNs/Dense Networks - Mastering Keras [Video].mp4
26.4 MB
4. Advanced CNNs/Dense Networks - Mastering Keras [Video].srt
19.9 KB
4. Advanced CNNs/Residual Networks-Layers - Mastering Keras [Video].mp4
38.3 MB
4. Advanced CNNs/Transfer Learning- Applying Advanced Architectures on Real Data - Mastering Keras [Video].mp4
24.2 MB
4. Advanced CNNs/Transfer Learning- Applying Advanced Architectures on Real Data - Mastering Keras [Video].srt
17.3 KB
4. Advanced CNNs/Working with Inception Networks- Layers - Mastering Keras [Video].mp4
33.5 MB
5. Object Detection/Fast RCNNs - Mastering Keras [Video].mp4
21.8 MB
5. Object Detection/Fast RCNNs - Mastering Keras [Video].srt
17.8 KB
5. Object Detection/Introduction to Object Detection Networks - Mastering Keras [Video].mp4
14.8 MB
5. Object Detection/Introduction to Object Detection Networks - Mastering Keras [Video].srt
12.3 KB
5. Object Detection/Region Proposal Networks and Faster RCNNs - Mastering Keras [Video].mp4
21.7 MB
5. Object Detection/Region Proposal Networks and Faster RCNNs - Mastering Keras [Video].srt
18.5 KB
6. Deep Reinforcement Learning/(Epsilon) Q-Learning and Deep Q-Networks - Mastering Keras [Video].mp4
49.1 MB
6. Deep Reinforcement Learning/(Epsilon) Q-Learning and Deep Q-Networks - Mastering Keras [Video].srt
42 KB
6. Deep Reinforcement Learning/Actor-Critic Networks - Mastering Keras [Video].mp4
11.5 MB
6. Deep Reinforcement Learning/Actor-Critic Networks - Mastering Keras [Video].srt
12.1 KB
6. Deep Reinforcement Learning/Advantage Networks - Mastering Keras [Video].mp4
40.4 MB
6. Deep Reinforcement Learning/Advantage Networks - Mastering Keras [Video].srt
23.2 KB
6. Deep Reinforcement Learning/Asynchronous Agents and A3C Networks - Mastering Keras [Video].mp4
10.8 MB
6. Deep Reinforcement Learning/Asynchronous Agents and A3C Networks - Mastering Keras [Video].srt
10.1 KB
6. Deep Reinforcement Learning/Dealing with Instability (1)- Experiential Replay - Mastering Keras [Video].mp4
43 MB
6. Deep Reinforcement Learning/Dealing with Instability (1)_ Experiential Replay - Mastering Keras [Video].srt
24.9 KB
6. Deep Reinforcement Learning/Dealing with Instability (2)- Double Deep Q-Networks - Mastering Keras [Video].mp4
26.5 MB
6. Deep Reinforcement Learning/Dealing with Instability (2)_ Double Deep Q-Networks - Mastering Keras [Video].srt
13.5 KB
6. Deep Reinforcement Learning/Discussion of Real-World Applications - Mastering Keras [Video].mp4
17.5 MB
6. Deep Reinforcement Learning/Discussion of Real-World Applications - Mastering Keras [Video].srt
17.9 KB
6. Deep Reinforcement Learning/Implementing a Deep Reinforcement Learning - Mastering Keras [Video].mp4
16.4 MB
6. Deep Reinforcement Learning/Implementing a Deep Reinforcement Learning - Mastering Keras [Video].srt
17.2 KB
6. Deep Reinforcement Learning/Reinforcement Learning Basics - Mastering Keras [Video].mp4
19.6 MB
6. Deep Reinforcement Learning/Reinforcement Learning Basics - Mastering Keras [Video].srt
19.9 KB
7. One-Shot and Deep Semi-Supervised Learning/Semi-Supervised Learning - Mastering Keras [Video].mp4
9.3 MB
7. One-Shot and Deep Semi-Supervised Learning/Semi-Supervised Learning - Mastering Keras [Video].srt
9.2 KB
7. One-Shot and Deep Semi-Supervised Learning/Semi-Supervised Learning Using GANs - Mastering Keras [Video].mp4
19.1 MB
7. One-Shot and Deep Semi-Supervised Learning/Semi-Supervised Learning Using GANs - Mastering Keras [Video].srt
13 KB
7. One-Shot and Deep Semi-Supervised Learning/Semi-Supervised Learning Using Ladder Networks - Mastering Keras [Video].mp4
16.4 MB
7. One-Shot and Deep Semi-Supervised Learning/Semi-Supervised Learning Using Ladder Networks - Mastering Keras [Video].srt
15.4 KB
7. One-Shot and Deep Semi-Supervised Learning/Siamese Networks - Mastering Keras [Video].mp4
53.9 MB
7. One-Shot and Deep Semi-Supervised Learning/Siamese Networks - Mastering Keras [Video].srt
28.2 KB
7. One-Shot and Deep Semi-Supervised Learning/Significance of One-Shot Learning Methods - Mastering Keras [Video].mp4
14.1 MB
7. One-Shot and Deep Semi-Supervised Learning/Significance of One-Shot Learning Methods - Mastering Keras [Video].srt
![[FreeCoursesOnline.Me] PacktPub - Mastering Keras [Video]](https://f.t0r.site/cover/35819634.webp)
