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Generative AI for Software Developers

Generative AI for Software Developers

Name: Generative AI for Software Developers
Item: Generative AI for Software Developers
Rating: 5
Author: Michael Harkins

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Edureka's Generative AI for Developers Learning Path training is designed by industry experts to help you prepare frontend developer, backend developer, fullstack developer, etc. The objective of this generative AI for Java developers course is to help learners improve their Prompt Engineering and Software Testing skills. This Generative AI for Software Programmers training covers important concepts like Gen AI tools, types, principles, etc.

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Why should you take Generative AI for Software Developers Course?

The Gen AI in Software Development Market is projected to reach USD 287.4B by 2033, growing at a CAGR of 21.5% from 2024-2033, compared to USD 41.0B in 2023.

Bloomberg Intelligence reported that the market size for Generative AI is poised to reach $1.3 Trillion by 2032.

The average annual pay for a Generative AI Engineer in the US is $115,864 a year with a $5,500 cash bonus per year.

Curriculum

Introduction and Applications of Generative AI

Topics

Introduction to Generative AI
What is Generative AI?
Generative vs Discriminative Models
Popular Generative AI Tools
Generative AI Principles
Types of Generative Models
Machine Learning Algorithms with GenAI
Applications of Generative AI
Capabilities of Generative AI
Commonly used tools for text, image, code, audio, & video
Ethical Considerations

Hands-on

Implementing Generative AI Use Cases

Skills

Generative AI Fundamentals
Generative AI for Problem Solving
Ethical Insights into Generative AI

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Prompt Engineering: Techniques and Approaches

Topics

Prompt Engineering Principles
What is Prompt Engineering?
Concept and relevance of prompt engineering in generative AI models.
Explore commonly used tools for prompt engineering
Prompt Design Strategies
Types of Prompting
Approaches for writing effective prompts
Best practices for creating impactful prompts
Parameter Tuning

Hands-on

Designing Precise Prompts
Experimenting with Various Prompt Design Strategies
Advanced Parameter Tuning for Prompt Engineering

Skills

Prompt Engineering Principles
Crafting Effective Prompts
Advanced Parameter Tuning for Prompts

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Unveiling Generative AI for Software Development

Topics

Set up a development environment for AI and ChatGPT
ChatGPT for Creating Programs
Useful AI prompts for software development
ChatGPT for Debugging
ChatGPT for Integrating New Features
Code generation, bug detection, and troubleshooting with AI
ChatGPT for Testing
Documenting Your Code with ChatGPT
Essential Application Programming Interface (API) Concepts
Introducing OpenAI and ChatGPT API

Hands-on

Leveraging ChatGPT for debugging, and integrating new features
Experiment with ChatGPT for testing purposes and generating test cases
Practice documenting code and API concepts with ChatGPT

Skills

Programming with ChatGPT
ChatGPT for Code debugging and Documentation
Software Testing using ChatGPT

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GitHub Copilot for Software Developers

Topics

Integration of AI into software development workflows
Automatically Generating Function Descriptions
Code Comments Generation
Assisting Developers During Debugging
Code Optimization and Refactoring
Automatically Generating Unit Tests
Software Testing Enriched by ChatGPT
Useful prompts for software testing and DevOps
Streamlining Documentation and Reporting Processes with AI

Hands-on

Car Rental Website using Python and Streamlit

Skills

Programming with GitHub Copilot
GiHub Copilot for Code debugging and Documentation
Software Testing using GitHub Copilot

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About the Generative AI for Software Development Course

About Generative AI for Developers Learning Path Course

The "Generative AI for Developers Learning Path" course provides a detailed exploration of Generative AI tools and its practical applications in software development. Learners become adept at applying cutting-edge AI methods to improve a range of software development lifecycle components. Learners gain the ability to use Generative AI tools, like ChatGPT and GitHub Copilot, for tasks like program creation, debugging, testing, and documentation through a series of modules. With a focus on experiential learning, the course equips learners with practical skills in software testing enhanced by Generative AI, prompt engineering, and code optimization. By the end of the course, learners will have the know-how to efficiently use Generative AI, optimize development procedures, and stimulate innovation in software development methodologies.

What are the learning outcomes of this Generative AI for Developers Learning Path Course?

Upon completing the Generative AI for Developers Learning Path Course, participants will attain the following learning outcomes:

Gain a solid understanding of Generative AI principles, models, tools, and applications, along with ethical considerations.
Develop skills in prompt design strategies, parameter tuning, and crafting effective prompts for various software development tasks.
Leverage ChatGPT for creating programs, debugging, testing, code documentation, and other development tasks, enhancing productivity and efficiency.
Explore GitHub Copilot for automating tasks such as generating function descriptions, code comments, and streamlining documentation processes, thereby improving code quality and developer productivity.
Gain hands-on experience in prompt engineering, using ChatGPT and GitHub Copilot for software development tasks, and enhancing software testing processes.
Develop advanced skills in prompt engineering, code optimization, and software testing enriched by Generative AI.

Why take up this Generative AI for Developers Learning Path Course?

Enrolling in the "Generative AI for Developers Learning Path" course offers a transformative opportunity for developers to stay ahead in the dynamic tech industry. Learners can increase productivity, improve the quality of their code, and expedite development processes by learning Generative AI techniques. By gaining practical experience with tools such as ChatGPT and GitHub Copilot, developers can enhance their skill set, automate repetitive tasks, and stimulate innovation in software development.

Who should take up this Generative AI for Java Developers online training Course?

This course is suitable for a wide range of individuals, including:

AI professionals
Software Developers
Full Stack Developers
Python and Java Developer
Data Scientists
Anyone interested in AI

What are the prerequisites for this Generative AI in Software Development Training Course?

There are no prerequisites required for this Prompt Engineering with Generative AI course. However, it is beneficial to have:

Basic Programming Knowledge
Problem-Solving Skills

What are the system requirements for this Generative AI for Mobile Developers Course?

The system requirements for a Generative AI for Java Developers Learning Path course include:

A laptop or desktop computer with a minimum of 8 GB RAM with Intel Core-i3 and above processor to run NLP and machine learning models is required.
A stable and high-speed internet connection is necessary for accessing online course materials, videos, and software.

How will I execute the practicals in this Generative AI for Developers Learning Path Course?

Practicals for this course will be implemented using Python, VS Code, and Jupyter Notebook. Detailed step-by-step installation guides are available on the LMS. In case you come across any doubt, the 24*7 support team will promptly assist you.

What is the cost of this Gen AI for Software engineer course?

The cost of this Generative AI for Java developers is INR 14,449/-. Use our no-cost EMI option and get started for just ₹4817/month, With no extra amount. Invest in your future now, and pay later!

What is included in this Generative AI for Developers Learning Path certification course?

Generative AI for software programmers course and includes 15 hours of training, live sessions, lifetime access, 24/7 support and you will learn the skills of Leveraging Generative AI, AI-assisted Coding, etc. And get industry-relevant projects, Quizzes & Assignments.

What is the duration of this Generative AI for front end developers?

Duration of this generative ai for full stack developers training is 15 hours.

How do I enroll in the Generative AI for back end developers training course?

There are simple steps to enroll in this Generative AI for front end developers certification course:

Check the Course Details
Create an Account
Click Enroll now
Select your Batch and Timing
Complete your Payment
Get a confirmation mail
Start learning

Can I access the course materials after Generative AI for Software engineer certification course?

Edureka provides lifetime access to the course content. You can come back any time if you want to brush up your knowledge.

Can I enroll in the Generative AI for Software engineer course after it has started?

If you missed out on joining our current batch, then you can connect with our experts to get you enrolled in the next batch.

How do I provide feedback on the Generative AI in Software Development Training Course?

We take each feedback seriously. So after completing every class, our Edureka support team will contact you for your valuable feedback on the course.

Are you providing corporate training for this Generative AI for Software Developers course?

Yes, we are providing corporate training for this Generative AI for Developers Learning Path.

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Testimonial Reviews

Manish DunaniBig Data Enthusiast

It is a very good experience to learn from edureka!.Faculty seems excellent in sharing real world ex ... Read More

Sudha KargiAVP, Business Optimization and BPO Relationship | PMP Certified | Zions Bancorporation

I took PMP online classes with edureka. Just wanted to let you know that I was successfully able to ... Read More

Venkateswarlu ponnaAgile Test Lead (UAT)

Edureka is Best Online training in throughout my career (11 years). I subscribed for DevOps and cour ... Read More

Joga RaoPrincipal Data Architect at AEMO

I am a Customer at Edureka. I attended the AWS Architect Certification Training, I found the trainin ... Read More

Farhan KarmaliVirtual Learning Environment Developer. Islamic Online University, Mumbai, Maharashtra, India

Edureka aptly named, gives the students a Eureka" Moment during the course. Learning is a world to e ... Read More

Michael HarkinsSolution Engineer-Open Source Analytics at IBM, former Systems Architect at Hortonworks

The courses are top rate. The best part is live instruction, with playback. You get all the presenta ... Read More

Video Reviews

Sriram speaks about his learning experience with Edureka and how our Hadoop training helped him execute his Big Data project efficiently.

Our learner Balasubramaniam shares his Edureka learning experience and how our training helped him stay updated with evolving technologies.

Vinayak shares his Edureka learning experience and how our Big Data training helped him achieve his dream career path.

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Generative AI for Full stack developers Course FAQs

What is Generative AI?

Generative AI is a branch of artificial intelligence that focuses on producing or creating fresh content, such as images, text, audio, or even videos, that closely resembles data generated by humans. In contrast to conventional AI models that learn to identify patterns or make decisions based on existing data (discriminative models), generative AI models are trained to produce new data that mirrors the original training data. These models have a wide range of applications, including generating images, and text, synthesizing data, and even engaging in creative tasks like art and music generation.

Will I learn how to generate code using Generative AI in this course?

Yes, the course covers techniques for generating code using ChatGPT and GitHub Copilot. Learners will learn how to utilize these models to automate code generation tasks, create code snippets, and even assist in debugging and optimization.

Will I get placement assistance after completing this Generative AI for Developers Learning Path Course?

To help you in this endeavor, we have added a resume builder tool in your LMS. Now, you will be able to create a winning resume in just 3 easy steps. You will have unlimited access to use these templates across different roles and designations. All you need to do is, log in to your LMS and click on the "create your resume" option.

Who are the instructors for the Generative AI for Java Developers Training Course?

All the instructors at edureka are practitioners from the Industry with a minimum of 10-12 yrs of relevant IT experience. They are subject matter experts and are trained by edureka for providing an awesome learning experience to the participants.

What if I have more queries after completion of the Generative AI for Software Developers Learning Path Course?

Just give us a CALL at +91 98702 76459/1844 230 6365 (US Tollfree Number) OR email at sales@edureka.co.

What if I miss a class of Generative AI for Developers Learning Path certification course?

You will never miss a lecture at Edureka! You can choose either of the two options:

View the recorded session of the class available in your LMS.
You can attend the missed session, in any other live batch.

How does Generative AI impact the software development process?

Generative AI plays a significant role in the software development process by automating tasks such as code generation, code completion, testing, and debugging. Gen AI improves the efficiency and quality of code.

What is the significance of ethical considerations in AI-driven software development?

Ensure fairness, prevent bias, protect privacy, and secure data are four major AI ethics in software development.

What industries can benefit from Generative AI Training in Software Development?

Major industries like healthcare, finance, retail, manufacturing, education, entertainment, telecommunications, etc., will benefit from using Generative AI in software development.

How does Generative AI for Software Development will differ from traditional AI?

Traditional AI is old and designed to perform tasks like rephrasing and generating new content. Generative AI is an advanced AI system that helps by doing human activities like creating coding, generating automated images, etc. Traditional AI is analytical and predictive. Gen AI is Creative and more generative.

Can this Generative AI Software Development course improve the team collaboration?

Yes, absolutely; Gen AI in software development training course will help you learn new advanced AI systems, tools, etc. Sharing your new Gen AI skills with your colleagues helps to improve team collaboration with a positive attitude.

Will generative AI replace software developers?

Gen AI will not replace software engineers. It helps developers simplify their work by generating automated code, finishing incomplete code, testing in code, debugging, etc.

What are the Gen AI tools available for software developers?

GitHub Copilot, Tabnine, Kite, Codex are some most used Gen AI tools.

What are the other Courses on Artificial Intelligence provided by Edureka?

Here is the list of courses offered by Edureka:

How can I stay updated on the latest developments and research in the field of Generative AI in Software Development?

To stay updated on your Gen AI in software development knowledge, We are providing free resources like blogs and forums. You can also subscribe to industry journals, join professional forums, and attend conferences and webinars.

View course curriculum

Be future ready. Start learning

Structure your learning and get a certificate to prove it.

Generative AI for Software Developers

Why should you take Generative AI for Software Developers Course?

Curriculum

Introduction and Applications of Generative AI

Prompt Engineering: Techniques and Approaches

Unveiling Generative AI for Software Development

GitHub Copilot for Software Developers

About the Generative AI for Software Development Course

About Generative AI for Developers Learning Path Course

What are the learning outcomes of this Generative AI for Developers Learning Path Course?

Why take up this Generative AI for Developers Learning Path Course?

Who should take up this Generative AI for Java Developers online training Course?

What are the prerequisites for this Generative AI in Software Development Training Course?

What are the system requirements for this Generative AI for Mobile Developers Course?

How will I execute the practicals in this Generative AI for Developers Learning Path Course?

What is the cost of this Gen AI for Software engineer course?

What is included in this Generative AI for Developers Learning Path certification course?

What is the duration of this Generative AI for front end developers?

How do I enroll in the Generative AI for back end developers training course?

Can I access the course materials after Generative AI for Software engineer certification course?

Can I enroll in the Generative AI for Software engineer course after it has started?

How do I provide feedback on the Generative AI in Software Development Training Course?

Are you providing corporate training for this Generative AI for Software Developers course?

Testimonial Reviews

Video Reviews

Generative AI for Full stack developers Course FAQs

What is Generative AI?

Will I learn how to generate code using Generative AI in this course?

Will I get placement assistance after completing this Generative AI for Developers Learning Path Course?

Who are the instructors for the Generative AI for Java Developers Training Course?

What if I have more queries after completion of the Generative AI for Software Developers Learning Path Course?

What if I miss a class of Generative AI for Developers Learning Path certification course?

How does Generative AI impact the software development process?

What is the significance of ethical considerations in AI-driven software development?

What industries can benefit from Generative AI Training in Software Development?

How does Generative AI for Software Development will differ from traditional AI?

Can this Generative AI Software Development course improve the team collaboration?

Will generative AI replace software developers?

What are the Gen AI tools available for software developers?

What are the other Courses on Artificial Intelligence provided by Edureka?

How can I stay updated on the latest developments and research in the field of Generative AI in Software Development?

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