Gen AI for Code Generation for Python from Coursera

Welcome to the 'Gen AI for Code Generation for Python' course, where you'll embark on a journey to explore and develop your skills in the art of code generation with Generative AI.

Throughout this short course, you will delve into various techniques for generating Python code effortlessly, ranging from simple scripts to complete end-to-end projects. By the course's conclusion, you will be able to:

- Generate code with the help of the Generative AI tool

- Implement strategies to design precise prompts for optimal code output

- Analyze the quality and efficiency of the generated Python code

- Create diverse Python projects using Gen AI's code-generation tools

- Create diverse test scenarios using ChatGPT to cover various aspects of software functionality

-Generate effective test cases with ChatGPT encompassing different use and potential edge cases

-Evaluate the best practices in AI-driven code generation

-Practice refining and optimizing generated code for real-world applications

This course is tailored for freshers, Python developers, and coding enthusiasts eager to harness the power of Generative AI in their coding journey.

Prior experience with Generative AI and Prompt Engineering concepts can provide a beneficial foundation for this course.

Embark on a creative journey to enhance your proficiency in generating visually captivating Python code for a wide range of purposes.

What's inside

Syllabus

Mastering Code Generation with Generative AI

This course empowers learners with the skills and knowledge needed to excel in code generation using generative AI. It offers practical guidance on optimizing prompts for superior output and fosters a deep understanding of generative AI models and their capabilities. By the course's conclusion, participants will be well-prepared to produce high-quality code, automate tasks, and create custom tools, enhancing their productivity and creativity as developers. This course is designed for learners of all levels, from beginners to experienced developers. Prior coding experience in Python is a plus, but no prior experience with generative AI is required..

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Provides Gen AI knowledge and skills for Python developers

Focuses on Generative AI and Prompt Engineering techniques

Creates test scenarios using ChatGPT and generates effective test cases

Taught by Edureka, recognized for their work in online education

Emphasizes best practices in AI-driven code generation

May require some background knowledge in Generative AI and Prompt Engineering

Career center

Learners who complete Gen AI for Code Generation for Python will develop knowledge and skills that may be useful to these careers:

Computer Scientist

Computer Scientists research and develop new computer technologies. They work on a variety of topics, from artificial intelligence to computer architecture. This course will provide you with the skills and knowledge you need to succeed as a Computer Scientist. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Computer Scientist.

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Data Scientist

Data Scientists use data to solve business problems. They work on a variety of tasks, from data analysis to machine learning. This course will provide you with the skills and knowledge you need to succeed as a Data Scientist. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Data Scientist.

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Software Engineer

Software Engineers design, develop, and maintain software systems. They work on a variety of tasks, from writing code to testing and debugging software. This course will provide you with the skills and knowledge you need to succeed as a Software Engineer. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Software Engineer.

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Artificial Intelligence Engineer

Artificial Intelligence Engineers design, build, and maintain AI systems. They work on a variety of tasks, from developing new algorithms to deploying AI models in real-world applications. This course will provide you with the skills and knowledge you need to succeed as an Artificial Intelligence Engineer. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Artificial Intelligence Engineer.

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Machine Learning Engineer

Machine Learning Engineers develop and implement machine learning models. They work on a variety of tasks, from collecting and cleaning data to training and deploying models. This course will provide you with the skills and knowledge you need to succeed as a Machine Learning Engineer. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Machine Learning Engineer.

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Computational Scientist

Computational Scientists use computers to solve scientific problems. They work on a variety of topics, from climate modeling to drug discovery. This course will provide you with the skills and knowledge you need to succeed as a Computational Scientist. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Computational Scientist.

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Data Analyst

Data Analysts collect, clean, and analyze data to help businesses make better decisions. This course will provide you with the skills and knowledge you need to succeed as a Data Analyst. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Data Analyst.

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Project Manager

Project Managers are responsible for planning, executing, and closing projects. This course will provide you with the skills and knowledge you need to succeed as a Project Manager. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Project Manager.

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Business Analyst

Business Analysts help businesses improve their performance by identifying and solving problems. This course will provide you with the skills and knowledge you need to succeed as a Business Analyst. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Business Analyst.

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Database Administrator

Database Administrators are responsible for the maintenance and performance of databases. This course will provide you with the skills and knowledge you need to succeed as a Database Administrator. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Database Administrator.

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Network Administrator

Network Administrators are responsible for the maintenance and performance of networks. This course will provide you with the skills and knowledge you need to succeed as a Network Administrator. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Network Administrator.

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Product Manager

Product Managers are responsible for the development and launch of new products. This course will provide you with the skills and knowledge you need to succeed as a Product Manager. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Product Manager.

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Systems Analyst

Systems Analysts analyze and design computer systems. This course will provide you with the skills and knowledge you need to succeed as a Systems Analyst. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Systems Analyst.

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Software Tester

Software Testers test and evaluate software to ensure it meets requirements. This course will provide you with the skills and knowledge you need to succeed as a Software Tester. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Software Tester.

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Web Developer

Web Developers design and develop websites. This course will provide you with the skills and knowledge you need to succeed as a Web Developer. You will learn how to use generative AI to generate Python code, optimize prompts for superior output, and evaluate the quality and efficiency of the generated code. This course can help you build a foundation in generative AI and code generation, which are essential skills for any Web Developer.

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Gen AI for Code Generation for Python

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