ChatGPT Python Programming: AI Guided Code Mastery
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- Curriculum
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This course is designed to revolutionize your coding experience by integrating the power of ChatGPT into your learning process. Embark on an exciting journey where artificial intelligence meets Python programming. Whether you’re a beginner or an experienced coder, the curriculum is tailored to provide hands-on guidance, making Python programming both accessible and exhilarating. Join me as we explore the synergy between AI and Python, unlocking new possibilities for code mastery.
Course Highlights:
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Introduction to AI-Guided Python Programming:
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Understand the benefits of AI-Guided programming
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Explore the role of AI in Python programming.
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Getting Started with ChatGPT and Python:
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Set up your development environment effortlessly.
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Learn to integrate ChatGPT into your Python projects.
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ChatGPT Basics for Python Programmers:
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Master effective ChatGPT prompting techniques.
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Refine and improve ChatGPT-generated code.
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AI-Guided Python Fundamentals and Basic Programs:
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AI-Guided Applications:
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Create your first Python program with ChatGPT guidance.
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Personalized assistance for crafting fundamental Python code.
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Develop AI-Driven Graphical User Interfaces (GUIs)
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AI-Guided Python Basics Overview:
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Explore Python essentials with ChatGPT’s real-time guidance.
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Intermediate Python Programming with AI:
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AI-Guided Working with Data Structures:
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Dive into Python’s data structures with ChatGPT’s support.
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Enhance your coding skills with personalized assistance.
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AI-Guided Functions and Modules:
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Craft modular code and functions with ChatGPT assistance.
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Advance your Python proficiency with AI-guided learning.
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Advanced Python Applications with AI:
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AI-Driven Web Development in Python:
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Integrate AI principles into web development projects.
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Leverage ChatGPT’s expertise for enhanced web applications.
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Machine Learning Scripting with ChatGPT:
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Script machine learning applications with expert guidance.
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Explore the intersection of AI and machine learning in Python.
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SPECIAL SEGMENT – ChatGPT Integration in Python Environment
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Configure ChatGPT API keys for Python integration.
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Harness ChatGPT for real-time support in the Python development environment.
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Fine-tune ChatGPT’s API parameters for achieving desired AI model behavior outcomes
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Enroll Now: Are you ready to revolutionize your Python programming journey? Enroll now and experience the thrill of AI-guided code mastery! Unleash the power of ChatGPT and elevate your Python skills to new heights.
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1AI + Python: Opening the Doors to AI-Guided ProgrammingVideo lesson
Join me as we delve into the world of AI-guided programming! Let's take a peek at what this course has in store for you, offering a glimpse of the exciting journey ahead
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2Advantages of AI-Guided ProgrammingVideo lesson
Explore the innovative realm of AI-guided Python programming in this introductory lesson. Uncover the power of leveraging ChatGPT for real-time assistance and code generation.
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3The Role of AI in Python ProgrammingVideo lesson
This lesson covers the pivotal role of AI in Python programming. Explore how AI enhances coding workflows, facilitates problem-solving, and transforms the programming landscape. Gain insights into leveraging AI for intelligent coding and discover the dynamic interplay between artificial intelligence and Python programming concepts.
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4Introduction to ChatGPT for ProgrammersVideo lesson
Embark on an exploration of ChatGPT in this introductory lecture, its role in AI-driven programming, and how it revolutionizes interactions with natural language. Discover the potential of ChatGPT as a powerful tool for generating code snippets and providing real-time assistance in code generation.
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5Accessing ChatGPTVideo lesson
Discover how to sign in or create an account to access the ChatGPT environment, offering a firsthand look at OpenAI's platform.
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6Setting Up the Python IDLE and PyCharm Development EnvironmentsVideo lesson
In this informative lecture, explore the crucial steps in setting up your Python development environment. Learn the essentials, including installing Python, required libraries, and configuring an integrated development environment (IDE).
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7The Role of Prompting: ChatGPT Prompting EssentialsVideo lesson
In this enlightening lecture, discover effective techniques for prompting ChatGPT. Uncover strategies to craft prompts that yield precise and insightful responses. Learn the nuances of language and context to optimize your interactions with ChatGPT. Elevate your prompting skills and harness the full potential of AI-driven assistance in your Python programming journey.
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8Handling Responses, Conditional Prompts, and Iterative RefinementVideo lesson
Explore effective strategies for handling ChatGPT responses and iterative refinement in this insightful lecture. Learn how to interpret and utilize AI-generated content, and discover methods for refining and improving responses iteratively. Gain practical skills in optimizing the interaction loop with ChatGPT for enhanced outcomes in your Python programming endeavors.
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9Crafting Prompts for Writing Python Code with ChatGPTVideo lesson
Learn to craft precise Python prompts with ChatGPT for accurate coding solutions tailored to your needs. Explore techniques for effective prompt formulation to communicate coding requirements effectively. Gain insights into customizing prompts for specific tasks, domains, and styles, empowering you to maximize ChatGPT's potential for Python projects.
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10ChatGPT Prompts for Code Review and DebuggingVideo lesson
Dive into ChatGPT prompts for code review and debugging, enhancing code reliability. Explore strategies for framing prompts to identify and resolve errors effectively. Learn to communicate debugging objectives and interpret ChatGPT responses for comprehensive code improvement.
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11ChatGPT Prompts for Code ExplanationVideo lesson
Unlock clear code explanations with ChatGPT, simplifying complex concepts. Explore crafting prompts for insightful explanations of code functionality and logic. Enhance your ability to understand and communicate programming concepts effectively with ChatGPT-generated insights.
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12ChatGPT Prompts for Optimizing CodeVideo lesson
Learn how to optimize your code effectively using ChatGPT prompts. Discover actionable strategies for improving performance and efficiency in software development, leveraging ChatGPT's insights to streamline your coding workflow.
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13ChatGPT Prompts for Code ImprovementsVideo lesson
Enhance your code effectively with ChatGPT, incorporating insightful guidance for improvements. Explore crafting prompts for continuous improvement and refinement. Acquire practical skills in leveraging ChatGPT for fostering code quality and maintainability.
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14ChatGPT Prompts for Learning New ConceptsVideo lesson
Embark on a journey of accelerated learning with ChatGPT prompts tailored for grasping new programming concepts effectively. Explore methodologies for formulating prompts that facilitate the exploration and understanding of unfamiliar paradigms, languages, and frameworks. Learn to leverage ChatGPT as a personalized tutor for acquiring new skills and expanding your programming knowledge base.
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15ChatGPT Prompts for Design PatternsVideo lesson
Master software design patterns with ChatGPT, gaining insights for scalable solutions. Delve into the creation of prompts that prompt ChatGPT to provide beginner-level to advanced explanations related to various design patterns. Enhance your proficiency in designing maintainable and robust software systems using ChatGPT as a valuable resource.
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16ChatGPT Prompts for Syntax HelpVideo lesson
Navigate syntax complexities effortlessly with ChatGPT prompts, improving code readability. Explore crafting prompts for effective communication of syntax-related queries and challenges. Acquire practical skills in utilizing ChatGPT as a resource for navigating syntax intricacies and enhancing your proficiency in writing clean and syntactically correct code.
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17ChatGPT Prompts for Code RefactoringVideo lesson
Streamline code quality with ChatGPT prompts for efficient refactoring, enhancing maintainability. Gain insights into formulating prompts that prompt ChatGPT to offer suggestions and strategies for refactoring existing codebases. Master the art of leveraging ChatGPT for code refactoring, optimizing the structure and design of your software projects.
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18ChatGPT Prompts for Learning and Using APIsVideo lesson
Unlock the potential of APIs with ChatGPT prompts tailored for learning and integration. Explore strategies for framing prompts that facilitate the exploration, understanding, and utilization of application programming interfaces (APIs) using ChatGPT. Acquire practical skills in leveraging ChatGPT as a tool for discovering, learning, and leveraging APIs to enhance the functionality and capabilities of your software applications.
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19AI-Guided Python Basics OverviewVideo lesson
Gain a comprehensive overview of fundamental Python concepts in this lecture, guided by AI assistance. Explore the syntax of user inputs, variables, basic operators, and control flow structures. Leverage ChatGPT to enhance your understanding and solidify your foundation in Python programming.
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20Hello World - Your First AI-Guided ProgramVideo lesson
This lecture will enlighten you on how to craft your "Hello World" Python program with guidance from ChatGPT. Receive personalized assistance in creating your first AI-Guided Python code, setting the stage for an enriched coding experience with artificial intelligence.
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21User Inputs and VariablesVideo lesson
Learn Python's user input and variable handling alongside AI enhancements. Explore capturing user input, storing data, and optimizing interactions with AI for more intuitive applications.
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22AI-Driven Input Handling: Adult/Minor & Pythagorean Theorem ProgramsVideo lesson
Experience AI-driven input handling in action with two engaging programs: one determining adult or minor status, and the other solving the Pythagorean theorem with user inputs. Explore how AI enhances user interaction, providing intelligent responses and guidance throughout the process.
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23Overview of Basic OperatorsVideo lesson
Discover the fundamentals of basic operators in Python with this overview. Explore how Python's arithmetic, comparison, boolean, and assignment operators can be summoned by effective ChatGPT prompts.
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24Arithmetic and Comparison OperatorsVideo lesson
Uncover the power of arithmetic and comparison operators in Python through the lens of ChatGPT prompts. Engage in interactive learning experiences that leverage ChatGPT's insights to deepen your understanding and mastery of these essential programming concepts.
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25Assignment OperatorsVideo lesson
Embark on a brief journey through Python's assignment operators, where simple symbols hold immense influence in the coding world. Familiarize yourself with the various assignment operators, enhancing code readability as you stride toward AI-guided programming excellence.
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26AI-Guided Math: Celsius-Fahrenheit & Cylinder Area ProgramsVideo lesson
Embark on an AI-guided math adventure with two intriguing programs: one converting Celsius to Fahrenheit, and the other calculating the surface area of a cylinder. Harness the power of AI to streamline user interactions, provide real-time feedback, and enhance the overall learning experience.
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27Boolean OperatorsVideo lesson
Dive into the realm of Boolean operators in Python, where logical expressions reign supreme. Explore how 'and', 'or', and 'not' operators empower you to combine and manipulate truth values, unlocking powerful decision-making capabilities in your code.
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28AI-Guided Booleans: Student Eligibility & Traffic Light SimulationVideo lesson
Discover AI-driven decision-making using Boolean logic. Explore an AI-guided program on student eligibility criteria and traffic light simulations through hands-on exercises showcasing AI's role in optimizing real-world decisions.
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29Overview of Control Flow StructuresVideo lesson
This brief lesson introduces programming control flow structures: sequential execution, decision-making (if statements, etc.)
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30IF-ELIF-ELSE StatementsVideo lesson
This brief lesson covers the usage of IF-ELIF-ELSE statements in programming. Explore how to construct conditional statements to execute different blocks of code based on varying conditions.
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31AI-Guided Control Flow: RNG Guessing Game, Character Check, & Login ProgramVideo lesson
Experience AI-guided control flow through a RNG Guessing Game, Character Check, & Login Program. Explore decision-making, sequential execution, and user interaction.
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32For/While LoopsVideo lesson
Learn the fundamentals of for and while loops in programming with ChatGPT guidance. Explore their syntax, use cases, and differences.
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33AI-Guided Iteration: Enhanced Login Program, Character Check & RNG GameVideo lesson
Discover AI-guided iteration through enhanced versions of a Login Program, Character Check, and RNG Game. Explore how AI optimizes iterative processes, improving user interaction and program functionality. Engage in hands-on coding and experimentation to experience the power of AI-driven iteration.
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34The Power of AI in Creating GUIs EffortlesslyVideo lesson
Unlock the potential of AI in GUI development. Explore how AI streamlines the creation of graphical user interfaces (GUIs). Understand how AI is leveraged to simplify GUI design, enhancing user experience and productivity.
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35Designing an AI Basic Calculator Program with TkinterVideo lesson
Discover the process of designing a basic calculator program with AI guidance. Explore how AI can assist in conceptualizing, designing, and implementing a functional calculator interface, empowering you to create intuitive user experiences.
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36Python GUI Mastery: Design and Develop Any Interface with EaseVideo lesson
Master Python GUI development with ease. Learn to design and develop any interface using Python GUI libraries and AI-guided methodologies. Enhance your skills in creating visually appealing and user-friendly applications tailored to your needs.
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37Future of AI GUI DevelopmentVideo lesson
Explore the advancements and potential future directions of AI in GUI development. Gain insights into how AI-driven innovations are revolutionizing user experience and interface customization.
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38Overview of Data Structures and FunctionsVideo lesson
Dive into the realm of data structures and functions with AI guidance in this enriching lecture. Explore working with lists, tuples, dictionaries, and sets in Python. Leverage ChatGPT's expertise to enhance your understanding and proficiency in handling data structures and functions effectively.
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39Working with ListsVideo lesson
In this session, we'll delve into the realm of lists with AI guidance. Explore how artificial intelligence can assist in managing and manipulating lists efficiently, from basic operations to intermediate techniques.
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40AI-Guided Lists: Creating a Task SchedulerVideo lesson
Discover the potential of AI-guided list manipulation through building a task scheduler. Explore how AI algorithms optimize task organization and prioritization. Hands-on implementation and experimentation will showcase the effectiveness of lists for efficient task management.
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41Working with TuplesVideo lesson
This lesson navigates through the world of tuples with the aid of artificial intelligence. Discover how AI can optimize tuple handling, from creation to modification and beyond.
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42AI-Guided Tuples: Implement an Employee Payroll SystemVideo lesson
Explore the integration of AI into an employee payroll system using tuples. Learn how AI algorithms can enhance data management and processing efficiency. Through practical implementation, discover the advantages of tuples in organizing and analyzing payroll data, paving the way for streamlined payroll operations.
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43Working with DictionariesVideo lesson
Explore the power of AI in simplifying dictionary operations, from key-value manipulation to complex data structuring. Gain practical experience in leveraging AI to streamline your dictionary-related tasks and elevate your programming proficiency
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44AI-Guided Dictionaries: Develop a Language TranslatorVideo lesson
Embark on building a language translator empowered by AI-guided dictionaries. Explore how AI algorithms enhance dictionary-based translation accuracy and efficiency. Through hands-on development, discover the synergy between AI and dictionaries in creating effective language translation solutions, opening doors to cross-lingual communication.
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45Working with SetsVideo lesson
In this enlightening session, discover how AI can enhance set manipulation, from basic operations to intermediate techniques. Learn valuable strategies for leveraging AI guidance to work efficiently with sets and optimize your programming workflow.
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46AI-Guided Sets: Create a URL Shortener ApplicationVideo lesson
Dive into the creation of a URL shortener application leveraging AI-guided sets. Explore how AI algorithms optimize link management and retrieval. Through practical implementation, uncover the efficiency and scalability benefits of sets in developing robust URL shortening solutions, revolutionizing web navigation.
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47Working with FunctionsVideo lesson
This lecture covers the power of functions and modules with AI guidance. You will learn how to craft modular code and functions, leveraging ChatGPT to enhance your overall proficiency in Python programming.
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48AI-Guided Functions: Develop a File Management ToolVideo lesson
Embark on developing a file management tool empowered by AI-guided functions. Explore how AI algorithms optimize file organization and manipulation. Through practical implementation, discover the efficiency and intelligence brought by functions, enhancing the user experience and productivity in managing files.
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49AI-Driven Web Development in PythonVideo lesson
Explore the fusion of AI and web development in this captivating lecture. Discover how to integrate AI principles into Python projects, enhancing web development with ChatGPT's expertise. Unleash the potential of intelligent web applications through the synergy of artificial intelligence and Python programming.
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50Building Intelligent Web Applications using FlaskVideo lesson
This lesson focuses on implementing an AI generated web app recommendation system using Python and Flask. Explore the fundamentals of building intelligent web applications including required HTML templates.
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51Generate Web Applications to Enhance User InteractionsVideo lesson
Establish an interactive web application with a dictionary of questions and answers. Leverage AI guidance to create an HTML template enriched with a dropdown menu, enabling users to select questions of interest on a web app. Through implementation, user-friendly features are taught to be integrated in order to enhance engagement and interactivity.
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52Machine Learning Scripting with ChatGPTVideo lesson
In this lecture, you will learn about the concepts of scripting machine learning applications with expert guidance from ChatGPT. Explore the capabilities of AI-driven scripting, unlocking new possibilities in Python programming.
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53Scripting Machine Learning (ML) Models with AIVideo lesson
In this session, we delve into AI-driven Python scripting for building machine learning models. Through practical examples, we will witness AI generating Python code for tasks like loading datasets, training models, and making predictions.
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54Hyperparameter Tuning with AIVideo lesson
Explore the power of AI-driven hyperparameter tuning in optimizing machine learning models. In this session, you will learn how AI algorithms can efficiently search through hyperparameter spaces to enhance model performance.
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55AI-Guided Model Evaluation and MetricsVideo lesson
This session explores AI-guided techniques for model evaluation, metrics, and reporting in machine learning. Gain practical understanding on how AI algorithms assist in selecting appropriate evaluation metrics and interpreting model performance. Discover how AI-driven tools streamline the assessment of model accuracy, precision, recall, and other critical metrics.
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56Configure ChatGPT API keys for Python IntegrationVideo lesson
In this demonstration, you will learn the essential steps to configure ChatGPT API keys for integration with Python. Gain practical insights into obtaining and setting up API keys, laying the foundation for leveraging ChatGPT's capabilities in your Python projects.
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57Utilization of ChatGPT in the Python Development EnvironmentVideo lesson
Explore the effective utilization of ChatGPT in your Python development environment and learn how to integrate ChatGPT into your coding workflow, unlocking real-time assistance and code generation. Elevate your Python programming experience by harnessing the capabilities of ChatGPT within your development environment.
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58Fine-Tuning ChatGPT: API Parameters for CustomizationVideo lesson
This advanced lecture dives into the technicality of fine-tuning ChatGPT (OpenAI) API parameters. Learn to control output randomness, refine vocabulary selection, and enhance creativity using the 'temperature, 'top_p,' 'frequency_penalty,' and 'presence_penalty' parameters. Gain hands-on experience for personalized interactions, optimizing ChatGPT for diverse applications.
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59Experimenting with Fine-Tuning of API Parameters in PythonVideo lesson
In this hands-on workshop, we will delve into the experimentation of fine-tuning OpenAI's (ChatGPT) API reference parameters directly in Python. Gain valuable experience in customizing ChatGPT's behavior for various applications. Through practical exercises and code demonstrations, you will learn how to manipulate parameters such as 'temperature,' 'top_p,' 'frequency_penalty,' and 'presence_penalty' to achieve desired AI model behavior outcomes.
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