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TORRENT DETAILS
[FreeCoursesOnline.Me] [Packtpub.Com] Python Deep Learning For Beginners - [FCO]
TORRENT SUMMARY
Status:
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We avoid complex math equations, which can often be a barrier to entry for newcomers.
This course will teach you to apply deep learning concepts using Python to solve challenging tasks. You'll build a Python deep learning-based image recognition system and deploy and integrate images into web apps or phone apps.
You will start out with an intuitive understanding of neural networks in general. We will guide you through the building blocks of deep learning networks to tackle complex neural networks.
So, take this course and learn the skills and temperament need to enter the AI marketplace today.
Style and Approach
A direct, practical, and very hands-on approach where we deal less with theory and adopt a more hands-on style of learning.
What You Will Learn
• The history of neural networks, and where they are now
• Get a brief understanding of trade-offs and practical implementation aspects
• Get hands-on experience building basic neural network models (no math!) using Python
• Ramp up productivity in model building by leveraging popular frameworks
• Implement some state-of-the-art computer vision algorithms using deep learning and Python
• Build and learn to deploy a practical deep learning application with Python
• Get an overview of current skills, frameworks, tools, and techniques for the AI market
• Build a deep learning-based image recognition system using Python and learn how to deploy and integrate it into web apps or phone apps
Authors
Rudy Lai
Colibri Digital is a technology consultancy company founded in 2015 by James Cross and Ingrid Funie. The company works to help its clients navigate the rapidly changing and complex world of emerging technologies, with deep expertise in areas such as big data, data science, Machine Learning, and cloud computing. Over the past few years, they have worked with some of the world's largest and most prestigious companies, including a tier 1 investment bank, a leading management consultancy group, and one of the world's most popular soft drink s companies, helping each of them to make better sense of its data, and process it in more intelligent ways. The company lives by its motto: Data -> Intelligence -> Action. read more at source.
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FILE LIST
Filename
Size
1.Understanding Deep Learning/01.The Course Overview.mp4
6.1 MB
1.Understanding Deep Learning/02.A Brief History of Deep Learning.mp4
5.1 MB
1.Understanding Deep Learning/03.Deep Learning Today.mp4
11.6 MB
1.Understanding Deep Learning/04.Tools, Requirements, and Setup.mp4
20 MB
2.Building the Basic Blocks of Machine Learning/05.Exploring Supervised Learning.mp4
3.8 MB
2.Building the Basic Blocks of Machine Learning/06.Representational Learning and Feature Engineering.mp4
8.4 MB
2.Building the Basic Blocks of Machine Learning/07.Linear Regression.mp4
18.9 MB
2.Building the Basic Blocks of Machine Learning/08.The Perceptron.mp4
14 MB
3.Diving into Deep Neural Networks/09.Feedforward Networks.mp4
8.5 MB
3.Diving into Deep Neural Networks/10.Backpropagation.mp4
10.4 MB
3.Diving into Deep Neural Networks/11.Neural Networks from Scratch.mp4
9 MB
3.Diving into Deep Neural Networks/12.Overfitting and Regularization.mp4
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