Packt Mastering Keras-XQZT

Another exquisit release
Packt.Mastering.Keras-XQZT
 Title: Mastering Keras
 Publisher: Packt
 Size: 1.1G (1125724293 B)
 Files: 5F
 Date: 03/18/2020
 Course #: 9781838823863
 Type: N/A
 Published: 10 Feb 2020
 Modified: N/A
 URL: www.packtpub.com/data/mastering-keras-video
 Author: N/A
 Duration: 5 hours 17 minutes
 Skill: N/A
 Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
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

1.1G	Mastering Keras [Video]
55M	Mastering Keras [Video]/1.Preparing Yourself for Mastering Keras Journey
8.9M	Mastering Keras [Video]/1.Preparing Yourself for Mastering Keras Journey/01.The Course Overview.mp4
27M	Mastering Keras [Video]/1.Preparing Yourself for Mastering Keras Journey/02.Keras and TensorFlow Functionality.mp4
19M	Mastering Keras [Video]/1.Preparing Yourself for Mastering Keras Journey/03.Setting Up the Environment and Teaching Methodology.mp4
372M	Mastering Keras [Video]/2.Working with the Keras Functional API
52M	Mastering Keras [Video]/2.Working with the Keras Functional API/04.MLPs and Simple Data Analytics.mp4
241M	Mastering Keras [Video]/2.Working with the Keras Functional API/05.CNNs and Basic Image Classification.mp4
51M	Mastering Keras [Video]/2.Working with the Keras Functional API/06.RNNs and Sequential Data Analysis.mp4
30M	Mastering Keras [Video]/2.Working with the Keras Functional API/07.AEs and Denoising Data.mp4
126M	Mastering Keras [Video]/3.Developing and Implementing Deep Generative Models
11M	Mastering Keras [Video]/3.Developing and Implementing Deep Generative Models/08.What Can Generative Models Do for Me.mp4
52M	Mastering Keras [Video]/3.Developing and Implementing Deep Generative Models/09.Implementing GANs in Keras.mp4
63M	Mastering Keras [Video]/3.Developing and Implementing Deep Generative Models/10.Implementing VAEs in Keras.mp4
123M	Mastering Keras [Video]/4.Advanced CNNs
34M	Mastering Keras [Video]/4.Advanced CNNs/11.Working with Inception Networks_ Layers.mp4
39M	Mastering Keras [Video]/4.Advanced CNNs/12.Residual Networks_Layers.mp4
27M	Mastering Keras [Video]/4.Advanced CNNs/13.Dense Networks.mp4
25M	Mastering Keras [Video]/4.Advanced CNNs/14.Transfer Learning - Applying Advanced Architectures on Real Data.mp4
59M	Mastering Keras [Video]/5.Object Detection
15M	Mastering Keras [Video]/5.Object Detection/15.Introduction to Object Detection Networks.mp4
22M	Mastering Keras [Video]/5.Object Detection/16.Fast RCNNs.mp4
22M	Mastering Keras [Video]/5.Object Detection/17.Region Proposal Networks and Faster RCNNs.mp4
235M	Mastering Keras [Video]/6.Deep Reinforcement Learning
20M	Mastering Keras [Video]/6.Deep Reinforcement Learning/18.Reinforcement Learning Basics.mp4
50M	Mastering Keras [Video]/6.Deep Reinforcement Learning/19.(Epsilon) Q-Learning and Deep Q-Networks.mp4
44M	Mastering Keras [Video]/6.Deep Reinforcement Learning/20.Dealing with Instability (1) - Experiential Replay.mp4
27M	Mastering Keras [Video]/6.Deep Reinforcement Learning/21.Dealing with Instability (2) - Double Deep Q-Networks.mp4
41M	Mastering Keras [Video]/6.Deep Reinforcement Learning/22.Advantage Networks.mp4
12M	Mastering Keras [Video]/6.Deep Reinforcement Learning/23.Actor-Critic Networks.mp4
11M	Mastering Keras [Video]/6.Deep Reinforcement Learning/24.Asynchronous Agents and A3C Networks.mp4
17M	Mastering Keras [Video]/6.Deep Reinforcement Learning/25.Implementing a Deep Reinforcement Learning.mp4
18M	Mastering Keras [Video]/6.Deep Reinforcement Learning/26.Discussion of Real-World Applications.mp4
105M	Mastering Keras [Video]/7.One-Shot and Deep Semi-Supervised Learning
12M	Mastering Keras [Video]/7.One-Shot and Deep Semi-Supervised Learning/27.Significance of One-Shot Learning Methods.mp4
49M	Mastering Keras [Video]/7.One-Shot and Deep Semi-Supervised Learning/28.Siamese Networks.mp4
9.3M	Mastering Keras [Video]/7.One-Shot and Deep Semi-Supervised Learning/29.Semi-Supervised Learning.mp4
17M	Mastering Keras [Video]/7.One-Shot and Deep Semi-Supervised Learning/30.Semi-Supervised Learning Using Ladder Networks.mp4
20M	Mastering Keras [Video]/7.One-Shot and Deep Semi-Supervised Learning/31.Semi-Supervised Learning Using GANs.mp4
2.6M	Mastering Keras [Video]/Exercise Files
2.6M	Mastering Keras [Video]/Exercise Files/code_9781838823863.zip
1.1G	total