Lessons learned from the NLP part of the course "Baidu architects hands-on deep learning"

“ Baidu architects teach in-depth learning hand in hand ” Course NLP Some lessons learned

from 2019/11/19 To participate in “ Baidu architects teach in-depth learning hand in hand ” Start , I have learned CV and NLP Two parts .

NLP Part of the course content is progressive , Start with an overview of the development of naturallanguageprocessing ; Then it introduces word vector, emotion analysis and text matching ; It also introduces the recommendation system , It also gives a recommended system task to help us understand its principle more clearly .

This time, “ Baidu architects teach in-depth learning hand in hand ” Of NLP Course , The lecturer explained the knowledge points in simple terms , It is easy to understand the principle of network and some interesting ideas in the method of building network . Very friendly for beginners , Can lay a solid foundation , Important algorithm teachers will also explain , It is convenient to have a clear understanding of the network in principle .
There is something unclear or anything about the course when studying , Homework , Questions about the code can be asked to the head teacher and teaching assistants in the group , Very convenient . The discussion in the group is also very hot , Some of your questions will also be answered enthusiastically .
The teaching course is conducted in the form of live broadcast , If you don't understand something in the course, you can also ask the lecturer . Even if you miss the live broadcast , You can also go to AIstudio Watching course recording and broadcasting .AIStudio There are not only recorded live videos in , There are also text materials and examples related to the course with code to help understand the course content .
There will be corresponding homework for each part , The assignment content is closely related to the live broadcast content of the day , It can consolidate the knowledge learned that day , Each course has homework, which can also play a role in urging learning .

adopt “ Baidu architects teach in-depth learning hand in hand ” Course NLP Part of the learning , Let me be right about NLP With a systematic understanding , And can use the relevant knowledge to solve the simple task of Chinese news text title classification .