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ChatGPT Masterclass for Programmers and Software Engineers

Name: ChatGPT Masterclass for Programmers and Software Engineers
Rating: 4.6 (333 reviews)

An AI Grad's Guide: OpenAI's ChatGPT & Prompt Engineering in Python for Software Development, Testing, Interviews & More

Created byMary-Brenda Akoda

Last updated 6/2023

English

German [Auto],English [Auto],

What you'll learn

How to effectively use ChatGPT to boost your productivity, streamline your workflow, improve your skills, and land your dream job.
Hands-on experience using ChatGPT to build complex programs from scratch and add new features, including a sentiment analyzer and an image recognition feature.
Advanced Prompt Engineering Principles and Techniques for achieving your desired goal with ChatGPT, Bard, Bing Chat, Claude, and other LLMs.
Hands-on experience making ChatGPT become your AI Mock Interviewer for technical and behavioral interviews (Applies to Tech & Non-Tech roles)
Reviewing and optimizing your code or an employee's code using ChatGPT for better performance, efficiency, security, privacy, robustness, and other aspects.
Practical applications of ChatGPT, including tracking & fixing bugs, refactoring code to improve readability and translating code between programming languages.
Using ChatGPT to create and update technical documentation for programs, APIs, databases, and transform them into ready-to-publish webpages and markdown.
Hands-on Experience using ChatGPT to write comprehensive unit tests using any test library and programming language.
Hands-on Experience using ChatGPT to solve and fully understand any Leetcode or FAANG Coding Interview Challenge at any difficulty level.
How to safeguard your sensitive information from GPT Model Training while still harnessing the capabilities of ChatGPT.
Hands-on Experience using ChatGPT to deepen your understanding of any difficult concept or intricate code in a fun way.
How to reduce ChatGPT's hallucinations, infinite loops, and undesirable responses.

Course content

12 sections • 32 lectures • 4h 52m total length

Course Introduction8:12
Master ChatGPT for programming with practical prompts for debugging, coding, testing, and refactoring. Learn translation, documentation, interview prep, and advanced prompting across languages.
Introduction to ChatGPT and Its Features6:33
Set up ChatGPT's web interface, log in, and start new chats as it remembers context; explore chat history, prompts editing, and upgrading to plus for plugins that enable internet browsing.
Limitations and Considerations When Using ChatGPT4:35
Explore ChatGPT's limitations and considerations for programmers and software engineers, including bias, prompt engineering, data privacy, training data usage, and a 2021 knowledge cutoff.

Code Generation with ChatGPT11:50
Use ChatGPT to generate code from a high level specification, practice prompts to write Python functions, and explore how to build complex code like a sentiment analyzer.
Advanced Prompt Engineering to Generate Complex Code: Build a Sentiment Analyzer13:06
Master chain-of-thought prompting to build a Python sentiment analyzer that tokenizes text, tags parts of speech, extracts adjectives and adverbs, computes polarity, and returns a JSON report.
Engineering More Complex Prompts Using ChatGPT: Sentiment Analysis Case Study3:59
[Optional] Developing an Advanced Algorithm for Finding Palindromes

Using ChatGPT to Write More Robust Code6:53
Learn to use ChatGPT to improve existing code by providing clear specifications and prompts, add robust error handling (e.g., division function), and iterate prompts to refine results.
Adding Deep Learning-based Image Recognition to a Python Flask App using ChatGPT17:36
Learn to add deep learning–based image recognition to a Python Flask app using a fast pre-trained model from TensorFlow, such as MobileNet v2, guided by ChatGPT prompts.
[Optional] Adding a Feature to a Python Class to Serialize Instances to JSON
Intermission: Please Leave a Review0:47

Improving Code Readability and Maintainability with ChatGPT4:20
Use ChatGPT to refactor Python code with descriptive names and docstrings, improving readability, maintainability, and helping future selves understand the code, saving time for managers and teammates.
Refactoring Idiomatic Programming Constructs with ChatGPT3:53
Refactor code with ChatGPT to use idiomatic Python constructs, improving readability by adopting snake_case, enumerate, and a natural loop style.
[Optional] Refactoring Code by Non-Native Python Developers

Cracking the Code with ChatGPT: Dissecting Google's Popular Leetcode Challenge7:28
Leverage ChatGPT to understand and explain code, enhance code reviews, and help students dissect complex solutions like the Leetcode Number of Islands through line-by-line analysis.
Mastering Challenging Concepts with ChatGPT: Machine Learning Concepts Example11:17
Use ChatGPT to master difficult machine learning concepts, with gradient descent as a core example, and tailor explanations to any audience—from simple terms to a ten-year-old.
[Optional] ChatGPT Explains One Concept in 5 Levels of Difficulty

Code Simplification with ChatGPT5:57
Learn to use ChatGPT to simplify complex code, remove unnecessary complexity, and optimize for readability and performance.
API Security & Privacy Review with ChatGPT: An Example for Managers & Team Leads18:09
Leverage ChatGPT as a code reviewer to identify security vulnerabilities and privacy risks in Python code that fetches user data from an api, and provide actionable improvements guided by prompts.
Optimizing Code for Performance & Efficiency: A Note for Individual Contributors2:13

Prompt Development Lifecycle and Engineering for ChatGPT, Bard, Bing AI & Claude4:36
Apply the prompt development life cycle with ChatGPT to write and refine code test cases. Use clear prompts, necessary context, chain-of-thought prompts, and a fallback plan.
Comprehensive Unit Testing with ChatGPT and Test Frameworks: Unittest Example22:48
Harness ChatGPT to brainstorm a comprehensive test suite via a two-step prompt, then write code with the unittest framework to cover edge cases and robust scenarios in Python.
Using ChatGPT to Craft Unit Tests for an ECommerce Shopping Cart in Seconds8:35
Leverage ChatGPT to generate comprehensive unit tests for a shopping cart class, using chain-of-thought prompting to create test cases and test code with the unit test library.
Testing, Debugging, and Improving Robustness using Unittest, PyTest, and ChatGPT

Creating Technical Documentation as Webpages: Python Banking Class Example14:33
Learn to generate detailed technical documentation for code using ChatGPT, with a bank account class example. Create markdown and HTML docs, include methods, parameters, return types, and usage.
Creating Technical Documentation with ChatGPT for APIs and Databases in Markdown12:17
Learn to generate API reference and database documentation with ChatGPT, using markdown format and clear prompts, covering endpoints and database tables like dictionary_words.
Updating Technical Documentation: Prompt Engineering for Technical Writers3:12

Requirements

Basic knowledge of any programming language

Description

In this comprehensive and hands-on course, you'll dive deep into the realm of ChatGPT, the powerful AI language model developed by OpenAI, and emerge equipped with the skills to transform your career. With my guidance as a First Class Honours AI graduate, innovator, and experienced instructor, you'll harness the full potential of ChatGPT and discover the art of prompt engineering for various software development scenarios. Whether you're a tech professional seeking to boost your productivity, a student or novice developer eager to level up your skills, a manager or entrepreneur seeking to drive efficiency, this course is tailored to meet your goals.

Prepare for interviews like never before as ChatGPT becomes your personal AI Mock Interviewer, helping you excel in both technical and behavioral interviews, whether you're targeting tech or non-tech roles. You'll be empowered to confidently showcase your skills and land your dream job.

Gain practical experience as we embark on hands-on projects, building complex programs from scratch and incorporating advanced features like sentiment analysis and image recognition using ChatGPT. We'll delve into debugging, unit testing, code optimization for efficiency and security, and performance enhancements that will take your software development abilities to new heights.

Master the art of prompt engineering to achieve desired outcomes effectively and efficiently, not only with ChatGPT but also with other Large Language Models like Bard, Bing Chat, and Claude.

Enhance your problem-solving abilities and elevate your coding skills as ChatGPT helps you master data structures and algorithms. Through comprehensive preparation and leveraging ChatGPT's insights and guidance, you'll gain the competitive edge needed to confidently ace your coding interviews and tackle complex programming challenges.

Unlock the power of ChatGPT in technical writing as we explore how it can create and update technical documentation for programs, APIs, databases, and even convert them into webpages and markdown.

Expand your coding horizons as we discover ChatGPT's capabilities in code translation between programming languages and deepen your understanding of complex code and challenging concepts.

With practical examples, exercises, and a prompt templates cheat sheet, this course ensures that the knowledge you gain is immediately applicable in real-world scenarios. Throughout the course, I'll be your dedicated instructor, guiding you every step of the way, providing personalized support and valuable insights to help you master ChatGPT and ensure your success. Together, we'll navigate real-world scenarios, tackle challenging concepts, and unlock the true potential of ChatGPT.

Enroll now and join the ranks of tech professionals who have revolutionized their workflows, propelled their careers, and unlocked the limitless possibilities of ChatGPT. Join me on this thrilling learning adventure to unleash your true potential and become a ChatGPT master in our rapidly evolving world!

Who this course is for:

Tech professionals seeking to enhance their productivity and transform their workflow.
Students and Novice developers eager to level up their knowledge and skills.
Managers and tech entrepreneurs seeking to boost their efficiency.
Job seekers pursuing their dream jobs, both in tech and non-tech domains.

ChatGPT Masterclass for Programmers and Software Engineers

What you'll learn

Explore related topics

Course content

Introduction3 lectures • 19min

Debugging with ChatGPT2 lectures • 11min

Building Programs with ChatGPT3 lectures • 29min

Adding New Features to Apps and Improving Code Robustness with ChatGPT3 lectures • 25min

Code Readability and Refactoring with ChatGPT2 lectures • 8min

Enhancing Your Learning with ChatGPT2 lectures • 19min

Code Review, Simplification and Optimization with ChatGPT3 lectures • 26min

Code Translation with ChatGPT2 lectures • 9min

Software Testing and Prompt Engineering with ChatGPT3 lectures • 36min

Technical Writing with ChatGPT3 lectures • 30min

Requirements

Description

Who this course is for: