当前位置:网站首页>From zero learning artificial intelligence, open the road of career planning!
From zero learning artificial intelligence, open the road of career planning!
2020-11-06 01:21:59 【Elementary school students in IT field】
The authors introduce
Zero one , Senior Algorithm Engineer , at AI Technical director of Medical Project ,CSDN Experts . Former director of network technology operations, supply and demand world 、 Master of Mathematics , Dozens of modeling Awards , First prize winner of the National Mathematical Modeling Contest for graduate students , Share enthusiastically . Personal micro signal :huangtaonide、 WeChat official account :R-data、 There's another you .
Yes AI The attitude of
about AI, Don't laugh , Don't exaggerate !
Artificial intelligence (Artificial Intelligence, The abbreviation is AI) Every once in a while, the topic will be very popular . Just finished the international event ——2018 Boao Forum for Asia , Artificial intelligence for the first time (Artificial Intelligence, The abbreviation is AI ) Simultaneous interpretation is at the critical moment “ Off the chain ” 了 : The foreign guests will speak in English “ the Belt and Road ” Translated into “ A road and a belt ”“ Roads and conveyor belts ”. this AI Simultaneous interpretation is spitting “ Drawback ” Many more , Like a system crash , The statement , One after another “ ah , ah ”, There's a bunch of “for,for,for⋯⋯”, Even their own abbreviations “AI” I can't recognize , It can only be translated into “ Suffer from ”. So many stems , As a result, the translation industry is filled with regret and self mockery :“ My job has been saved for the time being !”
The person in charge came forward to explain , High standard of Boao Forum activities , The language of the speaker varies a lot 、 Many professional directions 、 There are many speakers , There are all kinds of corpus knowledge 、 Professional terms 、 English schools from all over the world , Plus microphone noise 、 The interference of environmental sound such as echo ,AI Simultaneous interpretation does face great challenges .
But Robin Li said well ,“ about AI, Don't laugh , Don't exaggerate ”. What needs to be done now , It's not about finding AI Black history of 、 Dig it “ Drawback ”、 Resist its coming , It's about getting used to it , Welcome to “ AI Time ” The arrival of the . about AI practitioners , In particular, we need to have a clear understanding of the current situation of technology and industrial application , Keep finding problems , solve the problem , Push AI Towards more and more mature direction .( Source of information : Beijing Science and technology news No 004 edition )
AI The trend of
One 、 World class AI comes from China
last year 7 month , Issued by the state council 《 Development plan of new generation artificial intelligence 》, Make a comprehensive design for the layout development of artificial intelligence , Proposed to 2030 Artificial intelligence theory 、 Technology and application reach the world leading level .
More and more traditional manufacturing enterprises hope to realize transformation and upgrading with the help of artificial intelligence , Internet companies have increased the layout of artificial intelligence .
Two 、 Artificial intelligence industry is in short supply
And with the artificial intelligence station on the air , Related enterprises 、 Talent is in short supply . In the planning of the State Council , We must speed up the cultivation of talents at all levels of artificial intelligence , To meet the needs of industry development .
China's AI talent gap exceeds 500 ten thousand people , At present, the number of artificial intelligence talents in China is insufficient 5 ten thousand people . at present , In China, there are only less than 30 individual , The annual output of talents is far less than the market demand . So the AI industry is close to 3 To 5 The annual meeting will be the industry with the most shortage of people .
3、 ... and 、 How industry giants are in AI Domain layout
Four 、 The language choice of artificial intelligence
1956 year , The concept of artificial intelligence was first proposed , Now , Artificial intelligence has become one of the hottest industries !
Computer level two examination to join “Python Language programming ” subject !
Python Programming to enter Zhejiang Province Information Technology College Entrance Examination !
Primary school information technology sixth grade teaching material also added Python Content !
The pupils all began to touch Python The language !!!
It's really , Don't let your child lose on the starting line !!
The choice of programming language
Who will be AI And the first development language in the era of big data ?
This is a question that does not need to be debated . If three years ago , Matlab 、 Scala 、 R 、 Java and Python There are also opportunities , The situation is not clear , So three years later , The trend is very clear , Especially the first two days Facebook Open source PyTorch after , Python As AI The position of time's top language is basically established , The suspense of the future is just who can take the second place .
Python Language from 1991 First version released in , So far it's almost 30 Years. . As an interpretative language , I've been fighting for years “ Scripting language ” The label of , And it was criticized for its speed .
According to the data platform Kaggle released 2017 A survey of machine learning and data science , In terms of tool language use ,Python It's the language most used by data scientists and AI practitioners ( See the picture below ).
IEEE an overview (IEEE Spectrum) released 2017 On the list of most popular programming languages ,Python The same number one ( See the picture below ).
If you don't want to be a code poet , Or language masters , It's just trying to be as simple and direct as possible , Did something , The preferred language is indeed Python.
Start with theory and practice AI
There is a certain threshold in the field of artificial intelligence research . For beginners , The general practice is to buy some popular books directly , such as “ Watermelon book ”、“ Flower Book ”、“xx Heaven from entry to mastery ”、“xx Heaven from entry to abandonment ” wait , But most books are about the basics , A little boring and boring , Besides, the content is too profound , Beginners may want to give up after watching for a while . So we need a good way to !
this is The story : This is a story of mathematicians finding girlfriends through code .
OkCupid It's a dating website , Every registered user needs to answer 350 A question , The system automatically calculates the matching degree between users according to the answers , Give priority to recommending suitable objects .
McKinley (Mckinlay) It's a mathematician , Mathematicians who can write code . He registered 12 Accounts , use Python Script from the OkCupid The website crawled tens of thousands of women who met his personal requirements . And then use Bell Labs K-Modes The algorithm divides these women into 7 class . He wrote another program , Leave footprints on the home page of the type of person he best matches . such , When the girls log in, they find , A man with a high speed dating index came to pay attention to himself . Soon , McKinley's in box was jammed , Every day, there are beautiful women who come to answer the conversation , Finally, McKinley chose a master's degree in fine arts as his girlfriend . This year , He 35 year .
McKinley wrote his story into a Book ,OkCupid It's even more hype , It brought tens of millions of exposures to the website .
This story happened in 2012 year , It's still spreading .
“ The most useful knowledge is about methods ” — Darwin , The author starts with his own learning experience , Select valuable knowledge points , I hope the ideas and methods of this course can play a positive role in your career !
brief introduction
This course is based on AI Engineers are the ultimate goal , from AI Career start , utilize Python 3 To break the ice AI.
This course starts with mathematical modeling , In detail Python 3 stay AI Engineering applications , Including data exploration 、 Data analysis and mining 、 machine learning 、 Data Science 、 Natural language processing, etc . Each section provides the reader with mathematical knowledge and code examples to understand , To help readers better grasp each knowledge point .
Finish this lesson carefully , You'll find that AI It's not that unattainable , Even with AI Related technical work says Hello!
This course consists of three parts :
The first part ( The first 01 course ), Base part ( Including preparatory knowledge and preparation ), It briefly introduces Python Important package such as Numpy、Pandas etc. ;
The second part ( The first 02-10 course ), Introduce four kinds of engineer content ( Data scientist 、 Machine learning Engineer 、 Natural language engineer and Recommendation Algorithm Engineer ), In the form of constructing actual combat cases , Real implementation “ be personally on the scene ”;
The third part ( The first 11 course ),Tensorflow Introduction to minimalism , Open the door to deep learning .
preparation
See this , If you're still right about Python Next AI Very interested , Then you need to be ready to install Python The environment ( Specific installation method please do Baidu , If you really can't contact Xiaobian ), Before you start learning Python Before , most important of all , You need to install Python Environmental Science .
Many beginners get tangled up , You should choose 2.x Version or 3.x Version problem . in my opinion , The world is changing faster , The same is true of language update speed , There's no reason to stay in the past , Instead of looking forward .
For more and more popular 、 At the same time, it has many cool new features python 3.x, We really have no reason to reject it . If you understand life is short, you need python It's hard work , We should choose this future oriented development model . Choose one of your own at the same time IDE Tools , The author is recommended to use Python IDE, be called PyCharm, Of course, the others IDE It's all possible . After installation, you can enter the learning process . If you are ready for work and have problems, you can consult the editor at any time !
The way of reading
Scan the code and try to read to buy or Click here to try and buy


版权声明
本文为[Elementary school students in IT field]所创,转载请带上原文链接,感谢
边栏推荐
- C++ 数字、string和char*的转换
- C++学习——centos7上部署C++开发环境
- C++学习——一步步学会写Makefile
- C++学习——临时对象的产生与优化
- C++学习——对象的引用的用法
- C++编程经验(6):使用C++风格的类型转换
- Won the CKA + CKS certificate with the highest gold content in kubernetes in 31 days!
- C + + number, string and char * conversion
- C + + Learning -- capacity() and resize() in C + +
- C + + Learning -- about code performance optimization
猜你喜欢
-
C + + programming experience (6): using C + + style type conversion
-
Latest party and government work report ppt - Park ppt
-
在线身份证号码提取生日工具
-
Online ID number extraction birthday tool
-
️野指针?悬空指针?️ 一文带你搞懂!
-
Field pointer? Dangling pointer? This article will help you understand!
-
HCNA Routing&Switching之GVRP
-
GVRP of hcna Routing & Switching
-
Seq2Seq实现闲聊机器人
-
【闲聊机器人】seq2seq模型的原理
随机推荐
- LeetCode 91. 解码方法
- Seq2seq implements chat robot
- [chat robot] principle of seq2seq model
- Leetcode 91. Decoding method
- HCNA Routing&Switching之GVRP
- GVRP of hcna Routing & Switching
- HDU7016 Random Walk 2
- [Code+#1]Yazid 的新生舞会
- CF1548C The Three Little Pigs
- HDU7033 Typing Contest
- HDU7016 Random Walk 2
- [code + 1] Yazid's freshman ball
- CF1548C The Three Little Pigs
- HDU7033 Typing Contest
- Qt Creator 自动补齐变慢的解决
- HALCON 20.11:如何处理标定助手品质问题
- HALCON 20.11:标定助手使用注意事项
- Solution of QT creator's automatic replenishment slowing down
- Halcon 20.11: how to deal with the quality problem of calibration assistant
- Halcon 20.11: precautions for use of calibration assistant
- “十大科学技术问题”揭晓!|青年科学家50²论坛
- "Top ten scientific and technological issues" announced| Young scientists 50 ² forum
- 求反转链表
- Reverse linked list
- js的数据类型
- JS data type
- 记一次文件读写遇到的bug
- Remember the bug encountered in reading and writing a file
- 单例模式
- Singleton mode
- 在这个 N 多编程语言争霸的世界,C++ 究竟还有没有未来?
- In this world of N programming languages, is there a future for C + +?
- es6模板字符
- js Promise
- js 数组方法 回顾
- ES6 template characters
- js Promise
- JS array method review
- 【Golang】️走进 Go 语言️ 第一课 Hello World
- [golang] go into go language lesson 1 Hello World