Developing AI Applications

Overview

Embark on a journey to develop innovative user-facing AI systems with cutting-edge tools. This course will introduce you to state-of-the-art techniques for building advanced AI systems behind the latest chatbots, search engines, and recommendation platforms.

Gain mastery over using OpenAI's GPT and Whisper models through the OpenAI API for sophisticated text analysis, chatbot creation, and seamless audio transcribing and translation.

Explore prompt engineering techniques such as multi-step, chain-of-thought (CoT), and self-consistency prompting to enhance the capabilities of your AI models.

Leverage the Hugging Face Hub and the transformers library to access diverse open-source models for a range of natural language processing (NLP) tasks.

Establish a robust foundation in responsible AI development by focusing on ethical practices and ensuring data privacy in your applications.

Discover the potential of LangChain for unifying the AI development landscape under a single syntax, enabling seamless integration of large language models (LLMs), vector databases, and multi-source data.

Provider:

DataCamp

Categories:

Artificial Intelligence Courses, Prompt Engineering Courses, LangChain Courses, Hugging Face Courses, Data Privacy Courses, AI Ethics Courses, Embeddings Courses

Subjects