With the growing development of the Internet and the Internet of Things, people in the past never imagined that one day in the future, artificial intelligence products such as robots and automatic sweepers in sci-fi works will really be implemented. In the present of convenient life, people can start their minds. What kind of future scenarios do you think of?
But no matter what kind of sci-fi future, it must be the importance of algorithms. As the core factor of artificial intelligence, algorithm will be widely used in all aspects in the future. It was mentioned in "A Brief History of the Future" that the future is the world of algorithms . In addition to sweepers and assisted robots, in daily life, such as love matching or preference matching, are all based on algorithms.
With algorithms, there will be more and more areas of artificial intelligence applications, and the types of robots will become more complicated. Of course, what is more important is that people's lives will be greatly changed, manpower will be liberated, and occupations will be more distinct.
For example, the current workshops and plants may be able to realize unmanned workshops with the help of artificial intelligence in the future. Another example is the takeaway express delivery that we rely on now. With the help of artificial intelligence, it may also be possible to achieve true "zero touch", unified by takeaway/express Robots come to serve you and so on.
At this time, some people will start to think, if there are robots to replace jobs, wouldn't people be unemployed? No, no. The film "Charlie and the Chocolate Factory" provides a good idea: Charlie's father worked as an assembly line worker in a factory. Later, after the factory became a robot to do it, his father was unemployed, but in the end, Charlie's father Change your mind and become a repairman who repairs the robot.
Maybe we can also change our minds and be the ones who repair robots.
Artificial intelligence is an esoteric subject. In order to make it easier for everyone to learn, in this course, we have simplified the complexity and combined with the hot "chicken eating" game to bring you a different course experience. The content is as follows:
Chapter 1: Overview of Machine Learning
1. Overview of artificial intelligence
2. Development history of artificial intelligence
3. Main branches of artificial intelligence
4. Machine learning workflow
5. Machine learning algorithm classification
6. Model evaluation
7.Azure machine learning model building experiment
8. Introduction to Deep Learning
Chapter 2 Machine Learning Basic Environment Installation and Use
1. Library installation
2. Use jupyter notebook
Chapter 3 Matplotlib
1.Matplotlib之HelloWorld
2. Basic drawing function-take line chart as an example
3. Common graphics drawing
Chapter 4 Numpy
1. Numpy advantages
2.N-dimensional array-ndarray
3. Basic operation
4. ndarray operation
5. Operations between arrays
6. Mathematics: Matrix
Chapter 5 Pandas
1. Introduction to Pandas
2. Pandas data structure
3. Basic data manipulation
4. DataFrame operations
5.Pandas drawing
6. File reading and storage
7. Advanced processing-missing value processing
8. Advanced processing-data discretization
9. Advanced processing-merge
10. Advanced processing-cross table and pivot table
11. Advanced processing-grouping and aggregation
12. Case
Course: Artificial Intelligence must learn basic courses-7 days of introductory machine learning
I wish you all a happy study~