Unlock the future of technology with the Top Free AI Courses offered by NVIDIA in 2024! Whether you’re a beginner or an experienced professional, these courses are designed to equip you with essential skills in artificial intelligence and machine learning.
Participants will engage in a comprehensive curriculum that covers essential aspects of digital marketing, including data analysis, campaign management, and customer engagement strategies. By collaborating with industry experts and working on real-world projects, apprentices will develop the skills necessary to thrive in today’s digital landscape.
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1. Building RAG Agents for LLMs for Free AI Courses
The evolution and adoption of large language models (LLMs) have been nothing short of revolutionary, with retrieval-based systems at the forefront of this technological leap. These models are not just tools for automation; they are partners in enhancing productivity, capable of holding informed conversations by interacting with a vast array of tools and documents.
Course Outline
- introduction to the workshop and setting up the environment.
- Exploration of LLM inference interfaces and microservices.
- Designing LLM pipelines using LangChain, Gradio, and LangServe.
- Managing dialogue states and integrating knowledge extraction.
- Strategies for working with long-form documents.
- Utilizing embeddings for semantic similarity and guardrailing.
- Implementing vector stores for efficient document retrieval.
- Evaluation, assessment, and certification.
Course Link – Building RAG Agents for LLMs
2. Accelerating Data Science Workflows with Zero Code Changes
Across industries, modern data science requires large amounts of data to be processed quickly and efficiently. These workloads need to be accelerated to ensure prompt results and increase overall productivity. NVIDIA RAPIDS offers a seamless experience to enable GPU-acceleration for many existing data science tasks with zero code changes.
Course Outline
understand the benefits of a unified workflow across CPUs and GPUs for data science tasks.
Learn how to GPU-accelerate various data processing and machine learning workflows with zero code changes.
Experience a significant reduction in processing time when workflows are GPU-accelerated.
Course Link – Accelerating Data Science Workflows with Zero Code Changes
3. Generative AI Explained for Free AI Courses
The DOCA Software Framework enables developers to rapidly create applications and services on top of BlueField data processing units (DPUs). Together, DOCA and the BlueField DPU deliver breakthrough networking, security, and storage performance with a comprehensive, open development platform.
Course Outline
There are five modules in this training:
- DOCA Demystified
- Introducing BlueField DPUs
- Setting Up a BlueField-2 DPU
- DOCA Development Environments
- Applying DPU Acceleration Using DOCA
Course Link – Generative AI Explained
4. Digital Fingerprinting with Morpheus
In this course you will get hands-on experience developing and deploying the NVIDIA digital fingerprinting AI workflow that enables 100 per cent data visibility and drastically reduces the time to detect threats. You’ll also hear from cybersecurity experts from a variety of institutions about how to use NVIDIA AI frameworks and tools to architect cybersecurity solutions.
Course Outline
This course will proceed as follows:
- Morpheus Overview: Learn about the core issues facing modern cybersecurity teams and how NVIDIA Morpheus can be used to address them.
- Hands-on Lab: Create multiple digital fingerprinting pipelines with NVIDIA Morpheus to identify and flag anomalous system behavior.
- Expert Panel: Learn from industry cybersecurity experts about the challenges they face and how NVIDIA Morpheus has benefited their objectives.
Course Link – digital Fingerprinting with Morpheus
5. Building A Brain in 10 Minutes for Free AI Courses
This notebook explores the biological and psychological inspirations to the world’s first neural networks.
Course Outline
Evaluating the Model
Data
Building a Neuron
Initiate Training
Course Link – Building A Brain in 10 Minutes
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