Certified Prompt Engineer for Data Science & Analytics
Unlock the Potential of Language Models in Data Science & Analytics
IT and Software ,IT Certifications,
Lectures -129
Resources -52
Duration -6.5 hours
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Course Description
Students enrolled in this course will go through the foundations of natural language processing and artificial intelligence, and they will learn specifically about their uses in data science. Curriculum is specially crafted to equip students with a comprehensive understanding of the principles of developing good prompts. Emphasizing simplicity and precision, students will learn how subtle form and words can have significant influence on the performance of language models, eventually resulting in quality data analysis and interpretation.
During the course, learners will engage with advanced concepts and theories that aim to tackle challenge and opportunity of immediate engineering. Through models of theory and case studies, learners will be able to forecast the complexities of producing prompts that yield optimal model results.This course promotes the critical thinking and analytical skills necessary for learners to evaluate and adjust their prompt design processes, and to generate new processes, within a diverse range of data situations.
The course will also explore the ethical dimensions and implications of prompt engineering in data science. The students will examine the obligations as a prompt engineer to ensure that they achieve fairness, transparency, and accountability in their role. Understanding the ethical practice will enable the students to be positioned well to carve out the dynamic nature of data analytics with vision and integrity.
As they progress through the course, the students will develop the confidence and competence to make meaningful contributions to their careers. The theories gained will equip them with the ability to lead projects that improve more data-driven decision-making and strategy development in their companies. By mastering the art of prompt engineering, the students will put themselves at an edge in terms of innovation in analytics and data science, opening new career prospects and opportunities for growth.
This course offers a unique opportunity to take your theoretical understanding of prompt engineering to lead in the competitive era of analytics and data science. Expand your skills with the latest concepts, think beyond the box, and become a certified professional ready to make a significant impact in your workspace. Be a part of us and revolutionize your knowledge of data science through the prism of prompt engineering, and get ready to mold the analytics future with your new skills.
Who this course is for:
- Data scientists looking to improve their prompt engineering skills
- Analytics professionals who want to tap language models for insights
- Those with an interest in the ethics of data science
- Those who want to innovate in data-driven organizations
- Analysts who want to augment data interpretation using well-designed prompts
- Data science leaders seeking to enhance skills
- Students interested in learning application of AI in data analysis
- Those who want to extend their skill in designing prompts
Goals
Become familiar with fundamental concepts of natural language processing. Explore AI applications in data science. Explore design principles for developing quality prompting. Analyze the relationship of language and structure to model performance. Explore advanced concepts in prompt engineering. Expect challenges in developing the best prompts.- Encourage critical thinking in developing prompts.
- Evaluate prompt design models in data contexts.
- Examine ethical issues associated with prompt engineering.
- Commit to fairness and transparency in your use of prompts.
- Conduct data analysis ethically.
- Organize and facilitate data-driven decision making.
- Reflect on your capacity to implement data strategy.
- Position yourself in the leading edge of developments in data science.
- If appropriate, advance your career in analytics.
Prerequisites
- No prior knowledge of prompt engineering is required—just an interest in how AI and language models can enhance data analysis.
- A basic understanding of data science or analytics concepts will be helpful, but the course is designed to introduce foundational theories before advancing.
- Participants should have an analytical mindset and be comfortable working with structured data, as the course explores how prompts can optimize AI-driven insights.
- A willingness to engage with theoretical discussions on AI, ethics, and language models will help students fully grasp the course material.
- Enthusiasm for exploring new techniques in data-driven decision-making will be beneficial for applying prompt engineering to real-world analytics challenges.

Curriculum
Check out the detailed breakdown of what’s inside the course
Course preparation
5 Lectures
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Section introduction 00:01 00:01
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01-01 lesson 00:01 00:01
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01-01 lesson case 00:01 00:01
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01-01 lesson article
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Section summary 00:01 00:01
Introduction to prompt engineering
12 Lectures

Fundamentals of data science & analytics
12 Lectures

Natural language processing for prompt engineering
12 Lectures

Designing prompts for data analysis
12 Lectures

Integrating prompts into data science workflows
12 Lectures

Ethical considerations in prompt engineering
12 Lectures

Tools and platforms for prompt engineering
12 Lectures

Advanced techniques in prompt engineering
12 Lectures

Testing and validation of prompts
12 Lectures

Real-world applications of prompt engineering
12 Lectures

Course summary
4 Lectures

Instructor Details

YouAccel
The e-learning experience provided by YouAccel is Dynamic. Each course is streamed in High Definition with corresponding assignments, quizzes, and exams delivered and graded electronically. All YouAccel courses are taught by certified educators who have numerous years of work experience in the field for which they provide instruction. The courses can be taken at one's own pace and are offered at several levels including beginner, intermediate and advanced.
YouAccel courses are continuously updated based on feedback from students and engaged community members. YouAccel instructors encourage communication at every step of the learning process. To date, hundreds of contributors around the globe have invested both time and resources, to ensure YouAccel courses meet the highest level of quality. YouAccel instructors are world-renowned and many of them have been featured in mainstream publications such as Forbes, Mashable, Entrepreneur, and PBS among others.
Course Certificate
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