Packt

ChatGPT and Prompt Engineering With Advanced Data Analysis

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Packt

ChatGPT and Prompt Engineering With Advanced Data Analysis

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Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.
niveau Intermédiaire

Expérience recommandée

9 heures à compléter
Planning flexible
Apprenez Ă  votre propre rythme
Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.
niveau Intermédiaire

Expérience recommandée

9 heures à compléter
Planning flexible
Apprenez Ă  votre propre rythme

Ce que vous apprendrez

  • Master the art of prompt engineering for a wide range of applications

  • Use ChatGPT and AI tools to enhance productivity and creativity in business

  • Build and debug machine learning models with AI assistance

  • Leverage data analysis techniques for advanced insights and visualizations

Compétences que vous acquerrez

  • CatĂ©gorie : Excel Formulas
  • CatĂ©gorie : Artificial Neural Networks
  • CatĂ©gorie : AI powered creativity
  • CatĂ©gorie : Social Media
  • CatĂ©gorie : Responsible AI

Outils que vous découvrirez

  • CatĂ©gorie : AI Workflows

Détails à connaître

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février 2026

Évaluations

14 devoirs

Enseigné en Anglais

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Il y a 13 modules dans ce cours

In this module, we will provide an overview of the course structure, its objectives, and how to navigate the learning journey. We will introduce OpenAI’s mission and its transformative role in AI technology. Additionally, we will guide you through the process of setting up your OpenAI account to ensure a seamless learning experience.

Inclus

3 vidéos1 lecture

In this module, we will explore the concepts of Large Language Models (LLMs) and Generative AI, understanding how they power ChatGPT. We will also dive into the significance of transformers and neural networks, breaking down the technologies that enable ChatGPT to process and generate human-like text. This module offers a comprehensive look at the cutting-edge innovations behind modern conversational AI.

Inclus

2 vidéos1 devoir

In this module, we will explore practical ways to use ChatGPT for various tasks. We will start by crafting elevator pitches that effectively communicate complex ideas in a succinct manner. Next, we will leverage ChatGPT to create engaging PowerPoint presentations that captivate audiences. Finally, we will dive into coding, using ChatGPT to generate and debug programs, honing your programming abilities.

Inclus

3 vidéos1 devoir

In this module, we will immerse ourselves in the world of prompt engineering, understanding how to craft effective prompts to achieve optimal results with ChatGPT. We will explore various applications, from business analysis to professional development, and discover how different prompt types can be used to meet specific needs. With practical case studies and exercises, this module equips you with the skills to fine-tune your interactions with ChatGPT and leverage it to enhance your productivity and decision-making.

Inclus

7 vidéos1 devoir

In this module, we will delve into the integration of ChatGPT with machine learning tasks. We will learn how to leverage ChatGPT in building and refining machine learning models, using both its language generation and data analysis capabilities. Additionally, we will explore how to use ChatGPT and Streamlit to create interactive, visually engaging word clouds, helping to better represent and analyze textual data.

Inclus

2 vidéos1 devoir

In this module, we will explore how ChatGPT can elevate your social media strategy. We will learn how to create concise and engaging summaries for blog posts, ensuring key insights are captured effectively. You will also discover how to generate impactful hashtags to increase your reach on social media platforms and craft creative, optimized titles and descriptions for YouTube videos to attract more viewers.

Inclus

3 vidéos1 devoir

In this module, we will enhance your data analysis skills by utilizing ChatGPT to master Excel functions and data interpretation. We will start by learning how to use VLookUp for efficient data navigation, then progress to advanced techniques for handling complex scenarios. Additionally, we will explore how to analyze Net Promoter Score (NPS) data, leveraging ChatGPT’s insights to make informed decisions based on customer satisfaction metrics.

Inclus

3 vidéos1 devoir

In this module, we will dive into the world of advanced data analysis, starting with the foundational tools and techniques provided by ChatGPT. We will begin by exploring the pre-processing steps and conducting exploratory data analysis (EDA) to uncover hidden insights. From there, we will move on to advanced analysis and visualization methods to make data-driven conclusions. Lastly, we will blend creativity with data as we learn to create GIFs from images, adding a dynamic element to our data presentations.

Inclus

4 vidéos1 devoir

In this module, we will dive into the fascinating world of image generation with ChatGPT through the DALL-E plugin. You will learn how to transform textual descriptions into visually striking images, discovering the creative power of ChatGPT in generating unique visual content. This module opens up new possibilities for using AI in design, art, and beyond.

Inclus

1 vidéo1 devoir

In this module, we will explore ten fascinating and practical applications of ChatGPT, showcasing its versatility across various fields. From solving complex problems to sparking creativity, you’ll discover how ChatGPT can be a powerful tool in everyday tasks and professional endeavors. This video offers a glimpse into the innovative ways ChatGPT can enhance your personal and work life.

Inclus

1 vidéo1 devoir

In this module, we will dive into the powerful world of Whisper AI, exploring its advanced language processing features and capabilities. You will gain insights into how Whisper AI is transforming the landscape of AI-driven communication, from transcription and translation to voice recognition. This video provides a deeper understanding of how this innovative tool can be applied across various use cases to enhance communication efficiency.

Inclus

1 vidéo1 devoir

In this module, we will explore the versatile capabilities of Google Bard. Starting with a detailed walkthrough, you'll learn how to navigate its interface and use its basic features for practical applications. We will also delve into the synergy between Google Bard and Google Lens, unlocking enhanced visual processing potential. Additionally, we will examine Bard's advanced features and demonstrate how to export its outputs to Google Sheets for streamlined data management and productivity.

Inclus

4 vidéos1 devoir

In this final module, we will explore critical issues surrounding AI-generated content. We will begin by learning how to identify whether content is created by AI or humans, equipping you with tools for content evaluation. We will also delve into the privacy concerns tied to AI, exploring ethical challenges and the importance of safeguarding user data. Additionally, we’ll discuss the potential of ChatGPT in comparison to Google, and address the risks involved in using AI tools, ensuring you have a well-rounded understanding of the responsible deployment of AI technologies.

Inclus

4 vidéos3 devoirs

Instructeur

Packt - Course Instructors
Packt
1 763 Cours506 652 apprenants

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Felipe M.

Étudiant(e) depuis 2018
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Étudiant(e) depuis 2020
’J'ai directement appliqué les concepts et les compétences que j'ai appris de mes cours à un nouveau projet passionnant au travail.’

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Étudiant(e) depuis 2021
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