Description
Deep Learning: Convolutional Neural Networks in Python is the name of a course from Udemy that teaches how to use deep learning for computer vision with the help of convolutional neural networks. Convolutional neural networks are a type of deep neural networks that are used in performing image or speech analysis in machine learning. During this course, you will learn how to combine computer vision, data science, and machine learning, and learn how to use Theano and TensorFlow libraries.
In this course we are going to take a look at the SVHN dataset, which uses large color images at different angles. This problem is quite complicated both in terms of computation and classification, but we show you how convolutional neural networks or CNN can manage these challenges. We also discuss the biology and how convolutional neural networks affect animal vision and show practical solutions to deep learning problems.
Items taught in this course:
- Introduction to convolutional neural network
- Applying convolutional neural network to sound effects
- Implementation of blur and edge search in codes
- Implementation of a sound effect in codes
- Using convolutional neural network in image classification
Details of the Deep Learning: Convolutional Neural Networks in Python course:
- Publisher: Yudmi
- teacher: Lazy Programmer Inc
- English language
- Duration: 13 hours and 21 minutes
- Number of courses: 75
- Education level: Intermediate
Course topics on 1/2024
Course prerequisites
- Install Python, Numpy, Scipy, Matplotlib, Scikit Learn, and Theano or TensorFlow
- Learn about backpropagation from Deep Learning in Python part 1
- Learn about Theano and TensorFlow implementations of Neural Networks from Deep Learning part 2
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 1080p
Changes:
The version of 2022/5 compared to 2018/8 has increased the number of 20 lessons and the duration of 4 hours and 43 minutes. Also, the course quality has been increased from 720p to 1080p.
The version of 2023/3 compared to 2022/5 has increased the number of 2 lessons and the duration of 1 hour and 13 minutes.
download link
File(s) password: www.downloadly.ir
Size
3.58 GB
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