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. We'll start from the basics and gradually build up your skills. or Professionals seeking to add coding to their skillset: If you're in a field where coding could enhance your work but you've 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 you've heard about AI's 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 you're 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 OpenAI's 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. We'll start from the basics and gradually build up your skills. or Professionals seeking to add coding to their skillset: If you're in a field where coding could enhance your work but you've 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 you've heard about AI's 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 you're 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 OpenAI's 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. We'll start from the basics and gradually build up your skills.
- Professionals seeking to add coding to their skillset: If you're in a field where coding could enhance your work but you've 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 you've heard about AI's 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 you're 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 OpenAI's 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. We'll start from the basics and gradually build up your skills.
- Professionals seeking to add coding to their skillset: If you're in a field where coding could enhance your work but you've 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 you've heard about AI's 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 you're 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 OpenAI's 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:
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Understand the role of AI in coding and data science and how it can enhance your productivity.
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Be proficient in using AI tools like ChatGPT, GitHub Copilot, and Noteable.
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Know how to leverage these tools for efficient coding, rapid learning, and advanced data analysis.
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Be able to apply these tools in real-world scenarios, improving your problem-solving skills.
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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
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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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