Description
Neural Networks and Deep Learning, an educational video series in the field of data and machine learning may be the name. Nowadays, one of the educational topics, popular topics, is learning deeply or the same Deep learning may be. This period is actually part of that knowledge. In this course you will learn the fundamentals and fundamentals neural networks and deep learning with the concept of artificial intelligence, becomes familiar. At the end of this course, you will be able to implement systems with high artificial intelligence and take it to the stage.
This period also tried so well to convey the concept and performance of deep learning to you. This course can also help you find the perfect job. With the learning content and training provided in this course, you will be well prepared for your career opportunities. Finally, and by watching all the sessions and tutorials in this course, you will gain deep learning knowledge about data usage in development programs.
Occasions for teaching the course:
- Dating principles with the basics of deep learning
- Learn to build neural networks and use it
- Improve your programming skills in Python
- Acquaintance how to implement neural networks effectively
- Understand the basic parameters of neural network architecture
- And…
Profile courses:
- Publisher: Coursera
- Language: English
- Duration Time: 3 months 10 hours a week
- Number of courses: 5
- Instructor: Andrew Ng
- File format: mp4
This course Neural Networks and Deep Learning
Pictures
Sample movie
installation manual
After extracting with the player, your custom view.
Subtitles: English
Quality: 720p
Check it out for assignments, quizzes, etc linksis recommended to facilitate the use of AI tools and packages Anaconda and its graphical environment, Anaconda Navigator, which is free.
Changes:
v2021/4:
We’re excited to announce that we’ve updated the first four courses in Coursera’s Deep Learning specialization! The updated material includes cutting-edge techniques and concepts that better prepare learners to apply their deep learning skills to create real-world applications. With this update, you also get access to updated lectures, quizzes, and assignments that reflect recent changes to the TensorFlow API.
v2023/8:
Neural Networks and Deep Learning course: 24 videos with a total duration of 7 hours and 7 minutes and 98 documents (quizzes, highlights, PowerPoint, etc.) have increased.
Enhancing Deep Neural Networks Hyperparameter Tuning, Tuning and Optimization Course: 37 videos with a total duration of 5 hours and 41 minutes and 77 documents (quizzes, highlights, PowerPoint, etc.) have increased.
Structuring Machine Learning Projects: 24 videos with a total duration of 4 hours and 5 minutes and 67 documents (quizzes, highlights, PowerPoint, etc.) have increased.
Convolutional Neural Networks Course: 37 videos with a total duration of 6 hours and 10 minutes and 92 documents (quizzes, highlights, PowerPoint, etc.) have increased.
Sequence Models Course: 28 videos with a total duration of 5 hours and 5 minutes and 75 documents (quizzes, highlights, PowerPoint, etc.) have increased.
Download link
Neural networks and deep learning
Improving Hyperparameter Tuning, Regularization, and Optimization of Deep Neural Networks
Structuring Machine Learning Projects
Convolutional neural networks
Sequential models
Download the Transformer Network Module (In the new update, this module is not available after entering the course. Therefore, it is placed separately from the previous version)
Password file(s): free download software
file size
5.46GB