Introduction to the Course

Get introduced to the course, its scope, and learning outcomes.

We'll cover the following

What is GenAI?

Communication between humans and machines was previously confined to individuals with expertise in programming languages. To perform a task with the help of a machine, we had to learn the machine language and semantics. This created a significant barrier and limitation for individuals without specific knowledge. Generative Artificial Intelligence (GenAI) has transformed how humans interact with technology. The machines are now intelligent enough to understand, learn, and apply knowledge across a broad range of tasks.

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GenAI has opened the door to a future where machines collaborate seamlessly with humans using natural language. This has already revolutionized various aspects of our lives. We can now use a virtual assistant powered by AI that speaks different languages or query a chatbot to retrieve information tailored to our needs. It’s high time to acknowledge the impact of GenAI in reshaping how humans perform their daily tasks and utilize the potential for even greater advancement.

Scope and target audience

This course is designed for individuals seeking to harness the power of language models in their applications.

LangChain is an absolute game-changer that has not only made it easier for developers to integrate GenAI to their applications but has also enhanced the capabilities and features of a GenAI in application development. It has simplified the creation of application development in the world of data engineering.

This course is perfect for both seasoned developers looking to utilize the features of GenAI in their applications and people with little coding knowledge seeking to implement the use of language models in their daily tasks. The course covers all components of the LangChain framework together with hands-on exercises to ensure that you not only understand the principles but also gain confidence to implement them in your projects. We aim to make you ready to be able to transform your ideas into reality, leveraging the power of language models.

Prerequisites

Throughout the course, we’ll use basic Python language, so basic knowledge of the language would be helpful. Other than that, it’s a plus if you already have an idea of how language models work and generate data.