Course
Prompt Engineering
31 hours, 12 minutes 20 Seconds
Description
Prompt Engineering for Gen AI Tools is an engaging exploration into the strategic use of the generative AI language model. This journey spans from foundational concepts to hands-on exploration, advancing to sophisticated prompting techniques and real-world applications. Begin with a foundational understanding of the basics of prompt engineering and generative AI language models. Progress to hands-on exploration in tuning responses through the Open AI Playground. Develop advanced skills in diverse prompting techniques applicable to various contexts. Conclude with practical application through case studies, refining your ability to enhance generative AI model performance. This learning path equips you with comprehensive expertise in leveraging prompt engineering and generative AI tools effectively.OpenAI GPT APIs: In the OpenAI API Aspire journey, you will learn about the OpenAI GPT API, how to create more reliable, controlled outputs from LLMs, how to create optimal input prompts, and how to best use the data returned by the API.
Prompt Engineering for Programmers Want to use AI programming tools to improve your coding? Learn the basics of prompt engineering and write quality prompts you can use to accomplish tasks.In this Journey, you will use Generative AI tools to create bash commands, regulary expressions, SQL queries, whole programs, and more. Learn how to use these tools to speed up basic processes and increase your programming output.
 In the Prompt Engineering for Data Science and Visualization journey, participants will delve into the intricacies of leveraging generative AI for data analysis, manipulation, and visualization. The journey unfolds with a deep dive into essential Data Analysis and Manipulation topics, equipping participants with the skills to derive meaningful insights from diverse datasets. The exploration extends to Visualization topics, unravelling prompt engineering techniques to effectively communicate data findings through compelling visualizations. Attendees will then navigate the realm of prompt engineering with a focus on code generation prompts, including debugging, explaining, and correcting syntax prompts. The journey concludes with hands-on experience using ChatGPT (free version) and Bard, empowering participants to leverage advanced prompt engineering techniques for enhanced data science and visualization endeavours.
The Prompt Engineering for Statistics and Machine Learning journey is a comprehensive journey where the learners will delve into writing effective prompts for performing fundamental statistical and machine learning techniques. Throughout this journey, harness the power of natural prompts across platforms like ChatGPT and Bard, comparing outputs to optimize your learning experience and proficiency in statistical analysis and machine learning applications.
Overall Learning Outcomes
The Prompt Engineering course provides a comprehensive understanding of crafting effective prompts to optimize generative AI tools for various applications. Participants will learn foundational and advanced prompt engineering techniques, enabling them to fine-tune AI model responses and achieve reliable outputs. Practical case studies and hands-on exercises in programming, data science, and machine learning ensure learners can apply their skills in real-world scenarios. By the end, students will be proficient in leveraging generative AI for tasks ranging from coding to data visualization and statistical analysis.
What Students Will Learn
- Track: Prompt Engineering Essentials: Navigation Generative AI for Optimal Results.
- Introduction to Generative AI and Prompt Engineering
- Prompt Engineering for Programmers
- Prompt Engineering for Data Science
- Prompt Engineering for Statistics and Machine Learning
- Business and Leadership for Prompt Engineering with Generative AI tools
- Productivity Tools for Prompt Engineering with Generative AI Tools
- Business and Leadership for Prompt Engineering for Data Science
- Productivity Tools for Prompt Engineering for Data Science
- Business and Leadership for Prompt Engineering for Statistics and Machine Lear
- Productivity Tools for Prompt Engineering for Statistics and Machine Lear
- Cheetsheets
- Bookshelf
Communication Essentials
- Convey your Message without Words
- Expanding your communication Skill Set
- Enhancing Communication Through Listening
- Harnessing the power of Written Word
- Proven Techniques for Technical Communication
- Capturing the Attention of Senior Executives
- Effective Stakeholder Communication for Technology Professionals
- The Art and Science of Communication
- Trust Building through Effective Communication
- Choosing the right Interpersonal Communication Method to Make Your Point
The "Communication Essentials" course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships.
Time Management
- Saving Time by Setting Goals
- Managing Time so it Doesn’t Manage You
- Sharpening your Focus to Stay on Track
- Aligning Goals and Priorities to Manage Goals
- Make the Time you Need: Get Organized
- The Art of Staying Focused
- Be Productive by Working Efficiently
- Maximizing your Productivity by managing Time and Tasks
This course emphasizes the importance of setting clear goals to save time and manage priorities effectively. It teaches how to sharpen focus, stay on track, and align goals with priorities to achieve better results. The course provides strategies for organization and efficiency, enabling you to make the most of your available time. By mastering focus and productivity techniques, you can maximize task management and achieve a balanced and efficient workflow.