AI in Coding Data Science- Master ChatGPT, GitHub Copilot

AI in Coding & Data Science: Master ChatGPT, GitHub Copilot, available at $69.99, has an average rating of 4.05, with 51 lectures, 3 quizzes, based on 61 reviews, and has 9042 subscribers.

You will learn about Understand the concept of AI-assisted coding and how it can enhance developer productivity and code efficiency. How to set up a development environment and interact with the OpenAI API for generating code snippets. Learn how to effectively use AI tools like ChatGPT and GitHub Copilot for code generation, debugging, and testing. Gain insights into the future of coding and how AI is transforming the software development process. How to integrate ChatGPT into their development workflow using IDE integrations, command-line tools, and automation. Understand how AI can assist in creating more robust and efficient code, reducing the time spent on debugging and testing. Real-world examples and case studies showcasing the advantages and challenges of AI-powered code generation. Best practices for using ChatGPT as a collaborative coding tool and maximizing productivity. Acquire the skills to innovate and create AI-powered applications that stand out in the competitive tech landscape, opening up new opportunities for career grow This course is ideal for individuals who are Complete beginners in coding: If you have always been curious about coding but never knew where to start, this course is for you. Well start from the basics and gradually build up your skills. or Professionals seeking to add coding to their skillset: If youre in a field where coding could enhance your work but youve never had the opportunity to learn, this course will provide a beginner-friendly introduction. or Individuals with a basic understanding of programming concepts and experience in at least one programming language, looking to explore the possibilities offered by AI in software development. or Individuals interested in leveraging AI for coding: If youve heard about AIs potential in coding and want to learn how to take advantage of it, this course will guide you on how to use ChatGPT to enhance your coding process. or Anyone wanting to understand how AI can assist in everyday tasks: Even if youre not specifically interested in coding, understanding how AI like ChatGPT can assist in a variety of tasks can be very beneficial. or Tech enthusiasts who want to stay up-to-date with the latest advancements in AI and its applications in the software development process. or The course content will be valuable for those who want to explore the capabilities of OpenAIs ChatGPT, learn how to integrate it into their Python and Django projects, and build AI-powered applications that stand out in the competitive tech landscape. By catering to the needs of learners seeking to innovate and revolutionize their approach to web development, this course will provide valuable insights and hands-on experience in AI-assisted programming. It is particularly useful for Complete beginners in coding: If you have always been curious about coding but never knew where to start, this course is for you. Well start from the basics and gradually build up your skills. or Professionals seeking to add coding to their skillset: If youre in a field where coding could enhance your work but youve never had the opportunity to learn, this course will provide a beginner-friendly introduction. or Individuals with a basic understanding of programming concepts and experience in at least one programming language, looking to explore the possibilities offered by AI in software development. or Individuals interested in leveraging AI for coding: If youve heard about AIs potential in coding and want to learn how to take advantage of it, this course will guide you on how to use ChatGPT to enhance your coding process. or Anyone wanting to understand how AI can assist in everyday tasks: Even if youre not specifically interested in coding, understanding how AI like ChatGPT can assist in a variety of tasks can be very beneficial. or Tech enthusiasts who want to stay up-to-date with the latest advancements in AI and its applications in the software development process. or The course content will be valuable for those who want to explore the capabilities of OpenAIs ChatGPT, learn how to integrate it into their Python and Django projects, and build AI-powered applications that stand out in the competitive tech landscape. By catering to the needs of learners seeking to innovate and revolutionize their approach to web development, this course will provide valuable insights and hands-on experience in AI-assisted programming.

Enroll now: AI in Coding & Data Science: Master ChatGPT, GitHub Copilot

Summary

Title: AI in Coding & Data Science: Master ChatGPT, GitHub Copilot

Price: $69.99

Average Rating: 4.05

Number of Lectures: 51

Number of Quizzes: 3

Number of Published Lectures: 42

Number of Published Quizzes: 3

Number of Curriculum Items: 57

Number of Published Curriculum Objects: 48

Original Price: ?7,900

Quality Status: approved

Status: Live

What You Will Learn

Understand the concept of AI-assisted coding and how it can enhance developer productivity and code efficiency.

How to set up a development environment and interact with the OpenAI API for generating code snippets.

Learn how to effectively use AI tools like ChatGPT and GitHub Copilot for code generation, debugging, and testing.

Gain insights into the future of coding and how AI is transforming the software development process.

How to integrate ChatGPT into their development workflow using IDE integrations, command-line tools, and automation.

Understand how AI can assist in creating more robust and efficient code, reducing the time spent on debugging and testing.

Real-world examples and case studies showcasing the advantages and challenges of AI-powered code generation.

Best practices for using ChatGPT as a collaborative coding tool and maximizing productivity.

Acquire the skills to innovate and create AI-powered applications that stand out in the competitive tech landscape, opening up new opportunities for career grow

Who Should Attend

Complete beginners in coding: If you have always been curious about coding but never knew where to start, this course is for you. Well start from the basics and gradually build up your skills.

Professionals seeking to add coding to their skillset: If youre in a field where coding could enhance your work but youve never had the opportunity to learn, this course will provide a beginner-friendly introduction.

Individuals with a basic understanding of programming concepts and experience in at least one programming language, looking to explore the possibilities offered by AI in software development.

Individuals interested in leveraging AI for coding: If youve heard about AIs potential in coding and want to learn how to take advantage of it, this course will guide you on how to use ChatGPT to enhance your coding process.

Anyone wanting to understand how AI can assist in everyday tasks: Even if youre not specifically interested in coding, understanding how AI like ChatGPT can assist in a variety of tasks can be very beneficial.

Tech enthusiasts who want to stay up-to-date with the latest advancements in AI and its applications in the software development process.

The course content will be valuable for those who want to explore the capabilities of OpenAIs ChatGPT, learn how to integrate it into their Python and Django projects, and build AI-powered applications that stand out in the competitive tech landscape. By catering to the needs of learners seeking to innovate and revolutionize their approach to web development, this course will provide valuable insights and hands-on experience in AI-assisted programming.

Target Audiences

Complete beginners in coding: If you have always been curious about coding but never knew where to start, this course is for you. Well start from the basics and gradually build up your skills.

Professionals seeking to add coding to their skillset: If youre in a field where coding could enhance your work but youve never had the opportunity to learn, this course will provide a beginner-friendly introduction.

Individuals with a basic understanding of programming concepts and experience in at least one programming language, looking to explore the possibilities offered by AI in software development.

Individuals interested in leveraging AI for coding: If youve heard about AIs potential in coding and want to learn how to take advantage of it, this course will guide you on how to use ChatGPT to enhance your coding process.

Anyone wanting to understand how AI can assist in everyday tasks: Even if youre not specifically interested in coding, understanding how AI like ChatGPT can assist in a variety of tasks can be very beneficial.

Tech enthusiasts who want to stay up-to-date with the latest advancements in AI and its applications in the software development process.

The course content will be valuable for those who want to explore the capabilities of OpenAIs ChatGPT, learn how to integrate it into their Python and Django projects, and build AI-powered applications that stand out in the competitive tech landscape. By catering to the needs of learners seeking to innovate and revolutionize their approach to web development, this course will provide valuable insights and hands-on experience in AI-assisted programming.

Welcome to ‘AI in Coding & Data Science: Master ChatGPT, GitHub Copilot‘, a comprehensive course designed to revolutionize your coding and data science journey. This course is meticulously crafted to help you harness the power of AI in coding and data science, thereby boosting your productivity and making you future-ready.

With Udemy’s 30-day money-back guarantee, you have nothing to lose. So why wait? Start learning today and supercharge your coding efficiency with AI

In this course, you will learn how to leverage AI tools like ChatGPT, GitHub Copilot, and Noteable to enhance your coding efficiency and data science capabilities. These tools are designed to assist you in code generation, debugging, testing, data analysis, visualization, and machine learning. They can significantly speed up your development process and make it easier to get started with new technologies.

The course is structured into several modules, each focusing on a different aspect of AI-assisted coding and data science. You will learn how to set up and use these AI tools, understand their features and benefits, and see them in action through hands-on exercises and real-world examples. The course also includes sections on how to use these tools for job search and interview preparation, making it a comprehensive guide for anyone looking to boost their career in development or data science.

One of the highlights of this course is the section on ChatGPT Plugins for Data Analytics, Visualizations, and Machine Learning. Here, you will get hands-on experience with the CodeInterpreter plugin, which allows you to generate Python code, perform data analysis, and even build machine learning models using natural language commands. You will work on several real-world datasets, including the Titanic, Iris, and MNIST datasets, and build predictive models to solve complex problems.

By the end of this course, you will:

Understand the role of AI in coding and data science and how it can enhance your productivity.

Be proficient in using AI tools like ChatGPT, GitHub Copilot, and Noteable.

Know how to leverage these tools for efficient coding, rapid learning, and advanced data analysis.

Be able to apply these tools in real-world scenarios, improving your problem-solving skills.

Understand how to use AI tools for job search and interview preparation.

This course is suitable for both beginners and experienced developers or data scientists. Whether you’re just starting your coding journey, venturing into data science, or looking to enhance your existing skills, this course will provide you with the knowledge and skills you need to succeed in the rapidly evolving tech world.

Enroll today and start your journey towards mastering AI-assisted coding and data science. With Udemy’s 30-day money-back guarantee, you have nothing to lose. So why wait? Start learning today and supercharge your coding and data science efficiency with AI.

Course Curriculum

Chapter 1: Introduction

Lecture 1: Welcome and Course Overview

Lecture 2: Understanding the basics of AI and Machine Learning

Lecture 3: The role of AI in coding

Lecture 4: Introduction to generative AI models

Lecture 5: Goals and Target Audience

Lecture 6: Prerequisites and Expectations

Chapter 2: ChatGPT Fundamentals

Lecture 1: Introduction to ChatGPT

Lecture 2: GPT Architecture and Evolution

Lecture 3: ChatGPT Applications and Use Cases

Chapter 3: **Utilizing OpenAI API: Enhance Your Coding with ChatGPT** <Very Important>

Lecture 1: Understanding the OpenAI API

Lecture 2: Setting the Stage for AI-Assisted Coding: Configuring Your ChatGPT API Key

Lecture 3: Setting Up Your Development Environment and making API Call

Chapter 4: Installing and Integrating the ChatGPT Plugin into PyCharm IDE

Lecture 1: Installing and Utilizing ChatGPT within Your IDE

Chapter 5: Hands-On Workshop: Building Python & Django Web Apps with ChatGPT Assistance

Lecture 1: Discussion: Building a Blogging Web Application with Python, Django, and ChatGPT

Lecture 2: Live Coding : Building a Blogging Web Application with Python, Django, ChatGPT

Chapter 6: Exploring AI Tools for Coding

Lecture 1: GitHub Copilot

Chapter 7: ChatGPT Plugins for Data Analytics, Visualizations and Machine Learning

Lecture 1: Understanding and Enabling ChatGPT Plugins: An Overview of Different Types

Lecture 2: Empowering Data Science with Noteable: A ChatGPT Plugin

Chapter 8: AI-Powered Data Analytics and Machine Learning with ChatGPT CodeInterpreter

Lecture 1: Introduction to ChatGPT CodeInterpreter

Lecture 2: Getting Started with ChatGPT CodeInterpreter: Enabling and Uploading Documents

Lecture 3: Data Analysis with CodeInterpreter

Lecture 4: Hands-On Data Analysis: Exploring Titanic Datasets with CodeInterpreter

Lecture 5: Machine Learning with CodeInterpreter

Chapter 9: Code Generation for Popular Languages and Frameworks

Lecture 1: Language/Framework Overview

Lecture 2: Generating Code Snippets with ChatGPT

Lecture 3: Tips and Tricks for the Language/Framework

Chapter 10: AI-Powered Code Generation Basics

Lecture 1: How ChatGPT Can Assist with Code Generation

Lecture 2: Choosing the Right Language and Frameworks

Lecture 3: Best Practices for Generating Code Snippets

Chapter 11: Advanced Customization and Fine-Tuning

Lecture 1: ChatGPT Prompts and Parameters

Lecture 2: Fine-Tuning ChatGPT for Specific Domains

Lecture 3: Evaluating and Improving Generated Code Quality

Chapter 12: Code Review and Debugging with ChatGPT

Lecture 1: Leveraging ChatGPT for Code Review

Lecture 2: Debugging with ChatGPT

Lecture 3: Ensuring Code Quality and Security

Chapter 13: Real-World Examples and Case Studies

Lecture 1: Success Stories of AI-Powered Code Generation

Lecture 2: Analyzing Generated Code: Pros and Cons

Lecture 3: Addressing Potential Challenges and Limitations

Chapter 14: Best Practices and Conclusion

Lecture 1: Best Practices for AI-Assisted Coding

Lecture 2: Staying Updated with ChatGPT and AI Developments

Lecture 3: Course Conclusion and Next Steps

Chapter 15: ChatGPT for Career Advancement

Lecture 1: Creating a Tailored Resume: A Step-by-Step Guide

Instructors

Pragati Kunwer
Experienced Full-Stack Developer & Engineering Leader

Rating Distribution

1 stars: 2 votes

2 stars: 4 votes

3 stars: 5 votes

4 stars: 16 votes

5 stars: 34 votes

Frequently Asked Questions

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You can view and review the lecture materials indefinitely, like an on-demand channel.

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Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!