A few days of Chuanzhi Podcast's basic python class

How many days does Chuanzhi Podcast’s basic python class take?

Chuanzhi Podcast’s basic python class lasts for 20 days, and the employment class lasts for four and a half months.

Things to learn in Chuanzhi Podcast python training class

1. The first stage of Python core programming

Core competencies that can be mastered

1. Master the basic syntax of Python and have basic programming abilities;

2. Establish programming thinking and object-oriented programming ideas.

Realistic Problems Solved

Be able to skillfully use Python technology to write programs for small problems and develop small game programs.

2.

Second stage Python and Linux advanced programming

Core competencies that can be mastered

1. Be able to use the Linux operating system proficiently;

2. Master the technologies related to network programming and be able to realize data communication between networks;

3. Master the technologies related to handling concurrency in programming design and be able to write network programs that support high concurrency;

4. Be able to master MySQL operation related technologies, be proficient in writing various database operation SQL statements, and be able to interact with data between Python and MySQL;

5. Master the workflow of the web server, and The implementation principle of web framework.

Realistic problems solved

Be able to use object-oriented programming methods to develop high-concurrency network programs based on the Linux operating system.

3. The third stage of front-end development

Core capabilities that can be mastered

1. Can develop the front-end page of the Web website based on UI design;

2. PC and mobile page special effects development;

3. Front-end page performance optimization.

Realistic Problems Solved

1. Develop front-end pages and mobile H5 pages for common Web websites;

2. Communicate data with the backend.

The fourth stage of Web development

Core capabilities that can be mastered

1. The front-end interface of the Web website can be developed based on the product prototype diagram;

2 , The backend business of the Web website can be developed according to the business flow chart;

3. The corresponding database can be developed according to the Web framework design;

4. The operation and design of the cache server;

5. Implementation of asynchronous tasks.

Realistic problems solved

1. High concurrency and full-featured Web website development;

2. Provide data response speed and flexible use of cache;

3 , Design corresponding database tables based on actual problems.

Fifth stage data processing

Core capabilities that can be mastered

1. Master the working principles and design ideas of crawlers;

2. Master anti-crawlers Mechanism;

3. Master distributed data collection;

4. Master the basic processes and steps of data analysis;

5. Master the general process of data mining.

Realistic problems solved

1. Targeted capture of massive information in specified fields on the Internet;

2.Use distributed crawlers to achieve large-scale data collection;

3. Be able to customize the crawler collection system according to actual development needs;

4. Be able to analyze massive data and mine the potential value of data according to needs.

The sixth stage of artificial intelligence

Core capabilities that can be mastered

1. Master the use of basic data mining tools; 4. Design strategies based on quantitative trading rules;

2. Master data mining and data processing methods; 5. Master deep learning algorithms and frameworks;

3. Understand the principles of common machine learning algorithms; 6. Implementation of image recognition and detection.

Realistic problems solved

1. From data support to strategy development;

2. Implementation of automatic quantitative trading platform;

3. Deep learning model The training process;

4. Image recognition and detection tasks.

Seventh stage interview strengthening

Core competencies that can be mastered

1. Master the basics and development skills of shell programming;

2. Master the commonly used shell programming Expressions and process control statements;

3. Master the process specifications for project release;

4. Master the process specifications for writing production scripts;

5. Understand the project life cycle and common project development models.

Realistic problems solved

1. Automatic deployment of project environment;

2.Automated release of project code;

3.Understanding of project life cycle.

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