Advanced Claude Prompt Engineering - Innovate in Voyage AI with Python
Unlock the full potential of embeddings for advanced prompt engineering in our specialized course.
Explore the transformative capabilities of embeddings for prompt engineering in our specialized course. Tailored for developers, data scientists, and AI enthusiasts, this program delves deep into the intricacies of embedding techniques to enhance the effectiveness of prompt engineering. Participants will embark on a journey to master the art of leveraging embeddings for dynamic and contextually relevant prompts in natural language processing tasks.
Throughout the course, participants will gain a comprehensive understanding of embedding methodologies, including word embeddings, sentence embeddings, and contextual embeddings. Through hands-on exercises and real-world examples, students will learn how to implement embedding techniques using cutting-edge tools and frameworks, empowering them to create highly effective prompts that resonate with users across various applications.
Furthermore, this course will explore advanced strategies for optimizing embeddings for prompt engineering, such as fine-tuning pre-trained models and incorporating domain-specific knowledge. Participants will also learn how to evaluate the performance of embedding-based prompt engineering approaches and iteratively refine their models for optimal results.
By the end of the course, participants will emerge with a deep understanding of embeddings and their applications in prompt engineering, equipped to tackle complex natural language processing challenges with confidence and expertise. Whether you're looking to enhance chatbot interactions, improve search relevance, or advance dialogue systems, this course provides the knowledge and skills needed to excel in the rapidly evolving field of AI-driven natural language processing.
Your Instructor
Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvardโs edX, Business Insider and more.
Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
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Start01 Why every prompt engineer must understand embeddings
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Start02 Overview of Embeddings with Anthropic
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Start03 Getting Started with Voyage AI
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Start04 Use the Voyage Python Package for Text Embeddings
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Start05 Access Text Embeddings via Voyage HTTP API
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Start06 Practical Application of Voyage Embeddings - A Semantic Search Example
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Start06b Hands-on build embeddings with Voyage Python SDK (6:52)
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Start07 Accessing Voyage Embeddings on AWS Marketplace
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StartWhere to take the exam