The title of this article is a question on Zhihu. Since 2017, ai has been written into the government work report twice. On this auspicious spring breeze occasion, how to seize the historical new opportunity, quickly occupy the commanding heights of artificial intelligence? In the field of education, many colleges and universities are trying to establish artificial intelligence schools, so follow us to see which colleges and universities have established artificial intelligence schools.
CSDN College has summarized the answers to the following questions. At present, institutions offering deep learning courses include:
Peking University Shanghai University of Science and Technology Huazhong University of Science and Technology Chinese Academy of Sciences Fudan University Zhejiang University Graduate Program Central South University Harbin Institute of Technology Southeast University Shanghai University of Science and Technology Sichuan University
The figure below shows the specific information of artificial intelligence-related courses offered by various universities:
If there are omissions, welcome to supplement ~
In addition, CSDN school is making a list of the best courses of the year in 2018, which includes many excellent deep learning courses
This is a list of deep learning courses, and highlights several courses that are highly praised by students:
Introduction to Deep Learning in 1.5 Days (16 free lessons)
Address: https://edu.csdn.net/course/detail/5444?utm_source=266504144
This course is oriented to 0 basic students, starting from the most basic single layer perceptron in the 1960s, starting from the most basic knowledge, systematic learning. The course will cover most of the important branches in the field of neural networks, and extend through these branches to the most popular deep confidence network DBN, convolutional neural network CNN, deep residual network RES and short and short memory network LSTM. Help you from artificial intelligence neural network novice into a master.
2. 30-day systematic training of deep learning (62 classes in total)
This series of courses starts from the neural network, the most core module of deep learning, and conquers the complex neural network by modules. From neural network to deep learning, detail convolutional neural network and recursive neural network, the most core network in deep learning. Choose the most popular framework of deep learning Tensorflow for case combat, select the classic case of computer vision and natural language processing and gorgeous AI black technology combat, lead you to master the necessary principles and combat skills of deep learning step by step from scratch.
3. Introduction to Deep Learning video course (50 lessons in total)
Deep learning introductory video courses to start from the most basic neural network, the complex neural network into several small modules, first on the details of the necessary knowledge in detail and then expand to the whole of neural networks, the neural network architecture, details a comprehensive analysis, and using the python code completion of neural network, neural network in effect feeling powerful. After I am familiar with neural network, I will enter convolutional neural network and recursive neural network to explain the principles and details of CNN and RNN in detail. The structure of the classical network model is analyzed in detail, and the classic paper is selected for analysis. Get you started on deep learning!
4. Deep learning (53 lessons in principle and practice)
This course will explain in detail the principles of deep learning and use TensorFlow for project practice. Through the Titanic problem of Kaggle competition platform, the course explained the basic usage of TensorFlow and common skills of problem processing, explained convolutional neural network CNN in the field of images, several classical network architectures and the application of CNN, explained RNN, LSTM and their various variant structures in the field of natural language processing. The paper constructs language model and dialogue robot, introduces the realization of loss function and optimization algorithm in TensorFlow.
5. Deep Learning — AI — 150 lectures
Deep learning series of courses start from the most basic neural network, and gradually transition to the most popular convolution and recursive neural network architecture. The course style is easy to understand, so that you can quickly master the essential principles of deep learning. The course is combat-oriented, combined with the most popular Tensorflow framework to carry out case combat, so that students can quickly get to grips with modeling combat. For classic deep learning projects, we will lead you step by step to complete a number of actual combat tasks from data processing!