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New course 0 learners 5 lessons 1m
◉ English◎ Beginner↻ Updated October 15, 2026
Learning Outcomes

What you'll learn

✓Learn to create advanced generative AI applications leveraging the Langchain framework and Huggingface's state-of-the-art models.✓Understand the architecture and design patterns for building robust generative AI systems.✓Gain hands-on experience in deploying generative AI models to various environments, including cloud platforms and on-premise servers.✓Explore different deployment strategies, ensuring scalability and reliability of AI applications.✓Develop Retrieval-Augmented Generation (RAG) pipelines to enhance the performance and accuracy of generative models by integrating retrieval mechanisms.✓Learn to seamlessly incorporate Huggingface's pre-trained models into Langchain applications, leveraging their powerful NLP capabilities.✓Customize and fine-tune Huggingface models to fit specific application requirements and use cases.✓Work on real-world projects that illustrate the application of generative AI in various domains, such as chatbots, content generation, and data augmentation.
Course Content

Curriculum

5 sections · 5 lessons · 1m

Introduction-What We will Learn In This CourseExplore building advanced generative AI applications with LangChain and Huggingface, from NLP foundations to end-to-end projects using open and paid models across deployment, fine-tuning, and LangChain ecosystems.1 lessons · 1m
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Introduction-What We will Learn In This CourseVideo · Optional
Preview
Getting Started With VS CodeMaster getting started with VS Code for Python development by creating and activating a conda environment with Python 3.12, running .py files and Jupyter notebooks, and installing ipykernel.1 lessons · 1m
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Getting Started With VS CodeVideo · Optional
Preview
Different Ways Of creating Python EnvironmentExplore three ways to create Python environments for end-to-end projects: Python -m venv, virtualenv, and conda, with activation, library installation, and Python version management.1 lessons · 1m
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Different Ways Of creating Python EnvironmentVideo · Required
Python Basics-Syntax And SemanticsLearn Python syntax and semantics through comments, indentation, case sensitivity, and line continuation, with practical examples of variable assignment, type inference, and common syntax errors.1 lessons · 1m
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Python Basics-Syntax And SemanticsVideo · Optional
Preview
Variables In PythonExplore variables in Python by declaring and assigning values, naming conventions, and data types. Learn type checking, dynamic typing, type conversion, and practical examples including printing and input.1 lessons · Self-paced
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Variables In PythonVideo · Optional
Preview
Before You Start

Requirements

  • 1 Role Play
  • 70 hours on-demand video
  • 2 articles
  • 69 downloadable resources
About This Course

Description

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since 1966, when designers at Letraset and James Mosley, the librarian at St Bride Printing Library in London, took a 1914 Cicero translation and scrambled it to make dummy text for Letraset's Body Type sheets. It has survived not only many decades, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised thanks to these sheets and more recently with desktop publishing software like Aldus PageMaker and Microsoft Word including versions of Lorem Ipsum.Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since 1966, when designers at Letraset and James Mosley, the librarian at St Bride Printing Library in London, took a 1914 Cicero translation and scrambled it to make dummy text for Letraset's Body Type sheets. It has survived not only many decades, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised thanks to these sheets and more recently with desktop publishing software like Aldus PageMaker and Microsoft Word including versions of Lorem Ipsum.Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since 1966, when designers at Letraset and James Mosley, the librarian at St Bride Printing Library in London, took a 1914 Cicero translation and scrambled it to make dummy text for Letraset's Body Type sheets. It has survived not only many decades, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised thanks to these sheets and more recently with desktop publishing software like Aldus PageMaker and Microsoft Word including versions of Lorem Ipsum.

Ideal Learners

Who this course is for

  • Familiarity with Python programming language, including basic syntax, data structures, and functions.
  • Basic understanding of machine learning concepts, including supervised and unsupervised learning, and fundamental AI principles.
  • Basic knowledge of deep learning concepts and frameworks (e.g., TensorFlow or PyTorch) is advantageous but not strictly required.
  • Understanding of APIs and how to interact with them, as the course will involve integrating various APIs for model deployment and usage.
  • Ability to navigate and execute commands in a command line interface (CLI) or terminal.
Your Instructor

Meet the instructor

LMS Admin

LMS Admin

Avenzo Course Instructor

Course instructor on Avenzo Learning.

1 course · 0 learners
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