Description
Neural Networks and Deep Learning is the name of the video training collection in the field of data science and machine learning. These days, one of the popular educational topics is the topic of deep learning Deep Learning is. This course is actually a part of this science. You will learn the basics in this training course Neural networks and deep learning You will get to know the concept of artificial intelligence. At the end of this course, you will be able to implement systems with high artificial intelligence and put it into operation.
Also, in this course, an attempt has been made to convey to you the concept and functioning of deep learning. This course can also help you find an ideal job. You will prepare yourself well for job opportunities by learning the materials and training available in this course. Finally, by viewing all the sessions and trainings of this course, you can use your deep learning knowledge in your data development programs.
Items taught in this course:
- Basic familiarity with the basics of deep learning
- Learn how to build Neural Networks and use it
- Improve Python programming skills
- Meet How to run efficient neural networks
- Understanding the key parameters in the architecture of a neural network
- And…
Course details:
- Publisher: Coursera
- English language
- Duration: 3 months including 10 hours of work per week
- Number of courses: 5
- teacher : Andrew Ng
- File format: mp4
The headings of the Neural Networks and Deep Learning course
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
To find assignments, quizzes, … to this link See. For ease of use, AI tools and packages are recommended from Anaconda And its graphical environment ie Anaconda Navigator which is free, use it.
Changes:
Version 4/2021:
We’re thrilled to announce that we’ve updated the first four courses of the Deep Learning Specialization on Coursera! The updated material includes leading-edge techniques and concepts that will better prepare learners to apply their deep learning skills for building real-world applications. With this refresh, you can also access updated lectures, quizzes, and assignments that reflect the recent changes to the TensorFlow API.
Version 2023/8:
Neural Networks and Deep Learning course: The number of 24 videos for a duration of 7 hours and 7 minutes and 98 documents (quizzes, highlights, PowerPoint, etc.) has increased.
Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization course: The number of 37 videos for a duration of 5 hours and 41 minutes and 77 documents (quizzes, highlights, PowerPoint, etc.) has increased.
Structuring Machine Learning Projects course: the number of 24 videos for a duration of 4 hours and 5 minutes and 67 documents (quizzes, highlights, PowerPoint, etc.) has increased.
Convolutional Neural Networks course: the number of 37 videos for a duration of 6 hours and 10 minutes and 92 documents (quizzes, highlights, PowerPoint, etc.) has increased.
Sequence Models course: the number of 28 videos for a duration of 5 hours and 5 minutes and 75 documents (quizzes, highlights, PowerPoint, etc.) has increased.
download link
Neural Networks and Deep Learning
Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization
Structuring Machine Learning Projects
Convolutional Neural Networks
Sequence Models
Download Transformer Network module (In the new update, this module is not available after entering the course. For this reason, it is placed separately from the previous version.)
Password file(s): www.downloadly.ir
Size
5.46 GB
Be the first to comment