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Generative AI For Software Developers

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  4.7/5 Ratings     4.7/5Ratings

12 Sessions

  Live Classes

Generative AI For Software Developers Overview

This course is designed for software developers interested in leveraging Generative AI to innovate and enhance their development workflows. From understanding the basics of AI to deploying applications integrated with the latest generative AI technologies, students will gain hands-on experience with tools like ChatGPT, Gemini, and GitHub Copilot. This comprehensive course is designed to equip participants with the cutting-edge skills required to navigate the evolving landscape of software development with Generative AI technologies, fostering innovation and efficiency in their projects and workflows.

Course objectives

Participants in this Generative AI course will have the following skills after completing this course:

  1. Understand Generative AI and its usages
  2. Use AI tools into everyday development tasks, including crafting status updates, conducting requirement analysis and implementation.
  3. Empower software developers to leverage Generative AI to enhance their development workflows.
  4. Effectively working with ChatGPT and Gemini to analyze project requirements and writing effective code.
  5. Using ChatGPT and Gemini to generate code documentation, writing test cases and explaining code.
  6. Boost their development and coding productivity using GitHub Copilot by 2X.
  7. Innovate and improve efficiency in building software applications.
  8. Build a end-to-end full-stack web application using ChatGPT and Copilot.
  9. Become a SMART software developer to create efficient, and intelligent applications using AI tools.

Why Learn Generative AI?

Generative AI is the most popular & widely used AI. Looks at these stats.

Why Learn Generative AI in 2024?

Generative AI Career Scope

Generative AI powered developers are employed by the world's leading companies. Discover the salary and skills of Software developers with Generative AI.

Generative AI Career Scope in 2024

Tools and Technologies Covered

AI Tools
ChatGPT
Gemini
Copilot
GitHub Copilot
Code Debugging
React
Angular
VS Code
.NET
Visual Studio
GitHub
Interview Prep

Generative AI For Software Developers Key Features

  • 6 Weeks of Intensive Live Training
  • Learn from Microsoft MVPs
  • Build real-world Projects
  • Career Coaching
  • Resume & Portfolio Building
  • Job Assistance

Live Classes Schedule

Our learn-by-building-project method enables you to build practical/coding experience that sticks. 95% of our learners say they have confidence and remember more when they learn by building real world projects.
Generative AI For Software Developers Jul 20 SAT, SUN
Filling Fast
08:30PM to 10:30PM (IST)

Can't find convenient schedule? Let us know

Included in this Generative AI For Software Developers

  •   Live Sessions12 Classes
AI and Generative AI

Introduction to AI

  1. What is Artificial Intelligence?
  2.  The Evolution of AI: From Logic to Learning
  3.  Overview of AI Applications in Daily Life

Foundations of AI

  1. Understanding Machine Learning
  2. Introduction to Neural Networks and Deep Learning
  3. Key Concepts: Supervised vs. Unsupervised Learning, Reinforcement Learning

Generative AI Fundamentals

  1. What is Generative AI?
  2. Generative AI vs. Traditional AI
  3. Popular Generative AI Technologies: GANs, VAEs, Transformers

Large Language Models

  1. Introduction to large language models (LLMs)
  2. Understanding how LLMs are trained
  3. Exercise: Compare the output of different LLM sizes for the same prompt.

Responsible AI

  1. Ethics and biases in AI
  2. Principles of responsible AI development
  3. Exercise: Analyze biases in each set of AI-generated texts.

Prompt Engineering

  1. Introduction to Prompt Engineering
  2. Understanding Model Architecture (Transformers, GPT, BERT, etc.)
  3. Basic Prompt Mechanics and Syntax
  4. Techniques for Clear and Concise Prompts
  5. The Art of Question Framing
  6. Handling Ambiguity and Complexity in Prompts

Advanced Prompt Engineering Strategies

  1. Zero-shot, Few-shot, and Chain-of-thought Prompting
  2. Conditional Logic in Prompts
  3. Personalization and Contextualization Techniques
  4. Prompt Engineering for Specific Use Cases

Ethical AI Frameworks and Principles

  1. Principles of Responsible AI
  2. The Importance of Security and Ethics in AI
  3. Overview of AI Security Threats
  4. Ethical Considerations in AI Development

AI Security Challenges

  1. Understanding AI Vulnerabilities
  2. Data Privacy and Security in AI Systems
  3. Secure AI Architectures and Deployment Models
Working with ChatGPT

OpenAI and ChatGPT

  1. What is OpenAI?
  2.  An overview of OpenAI model families
  3.  What is ChatGPT?
  4.  How ChatGPT Works?

Getting Familiar with ChatGPT

  1. Setting up a ChatGPT account
  2. Familiarizing yourself with the UI
  3. Organizing chats

Understanding Prompt Design

  1. What is a prompt and why is it important?
  2.  Zero-, one-, and few-shot learning – typical of transformers models
  3.  Principles of well-defined prompts to obtain relevant and consistent results
  4.  Avoiding the risk of hidden bias and taking into account ethical considerations in ChatGPT

Coding with ChatGPT

  1. Why ChatGPT for developers?
  2. Generating, optimizing, and debugging code
  3. Generating documentation and code explainability
  4. Understanding ML model interpretability
  5. Translation among different programming languages

Building a Project with ChatGPT

  1. Use ChatGPT for Brainstorming
  2. Initial Project Setup Guide using ChatGPT
  3. Discuss component structure and functionality with ChatGPT
  4. Using ChatGPT for Code Snippets
  5. Data Fetching and API Integration Guide
  6. Discuss UI design ideas with ChatGPT
Working with Gemini

Google AI and Gemini

  1. What is Google AI?
  2. An overview of Google AI
  3. What is Gemini?
  4. How Gemini Works?

Getting Familiar with Gemini

  1. Setting up a Gemini account
  2. Familiarizing yourself with the UI
  3. Organizing chats

Coding with Gemini

  1. Why Gemini for developers?
  2. Generating, optimizing, and debugging code
  3. Generating documentation and code explainability
  4. Understanding ML model interpretability
  5. Translation among different programming languages

Building a Project with the Gemini

  1. Use Gemini for Brainstorming
  2. Initial Project Setup Guide using Gemini
  3. Discuss component structure and functionality with Gemini
  4. Using Gemini for Code Snippets
  5. Data Fetching and API Integration Guide
  6. Discuss UI design ideas with Gemini
Full-stack Development with Github Copilot

Introduction to GitHub Copilot

  1. What is GitHub Copilot?
  2.  GitHub Copilot’s Limitations
  3.  Future Trends and Learning Pathways
  4.  Setting up GitHub Copilot in VS Code
  5.  GitHub Copilot Basics and Features

GitHub Copilot For JavaScript

  1. Integrating GitHub Copilot for JavaScript Development
  2. Writing and Refactoring JavaScript Code
  3. Best Practices and Limitations

GitHub Copilot For React

  1. Setting up a React project with Copilot
  2. Utilizing Copilot for component development
  3. Debugging and optimization tips

GitHub Copilot For Angular

  1. Angular project setup with Copilot
  2.  Enhancing productivity in Angular app development
  3.  Navigation and service management with Copilot

GitHub Copilot using Visual Studio

  1. Configuring GitHub Copilot in Visual Studio
  2. Features and Differences from the VS Code Extension

GitHub Copilot C#

  1. Creating C# Projects with GitHub Copilot
  2. Writing C# code with AI Assistance
  3. Enhancing .NET applications with Copilot

GitHub Copilot For ASP.NET Core

  1. Setting Up ASP.NET Core Projects
  2. Building Web APIs and MVC Applications
  3. Entity Framework Core and Database Operations

Build a Web App with Copilot

  1. Project Overview and Requirements
  2. Setting up Your Development Environment
  3. Step-by-Step Guide to Building the App
  4. Initial setup with your chosen stack
  5. Implementing CRUD operations
  6. Adding interactive UI components
  7. Testing and Debugging with GitHub Copilot
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Frequently Asked Questions

Q1. Can I Attend a Demo Session before Enrolment?

Yes, you can Attend a Demo Session before Enrolment in angular certification course. It gives you the opportunity to assess whether the training program aligns with your learning objectives. So, don't hesitate! Take advantage of this opportunity and attend a demo session before making your decision.

Q2. Can I request for a support session if I need to better understand the topics?

Yes, of course you can request for a support session if you need to better understand the topics. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com

Q3. Do you offer certificate of completion?

Yes. The certificate is valid and can be used for interviews. Additionally, the student can register for the .Net Certification exam after completion of this course.

Q4. Who are your mentors?

All our mentors are highly qualified and experience professionals. All have at least 8-10 yrs of development experience in various technologies and are trained by Dot Net Tricks to deliver interactive training to the participants.

Q5. What If I miss my online training class?

All online training classes are recorded. You will get the recorded sessions so that you can watch the online classes when you want. Also, you can join other class to do your missing classes.

Q6. Can I share my course with someone else?

In short, no. Check our licensing that you agree to by using Dot Net Tricks LMS. We track this stuff, any abuse of copyright is taken seriously. Thanks for your understanding on this one.

Q7. Do you provide any course material or live session videos?

Yes we do. You will get access to the entire content including class videos, mockups, and assignments through LMS.

Q8. Do you provide training on latest technology version?

Yes we do. As the technology upgrades we do update our content and provide your training on latest version of that technology.

Q9. Do you prepare me for the job interview?

Yes, we do. We will discuss all possible technical interview questions and answers during the training program so that you can prepare yourself for interview.

Q10. Will I get placement assistance after receiving my course completion certificate?

Yes, you’ll get placement assistance after receiving your course completion certificate. The placement assistance provided by the US will guide you through the job search process, help you polish your resume, and connect you with potential employers. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com

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