At Extreme Investor Network, we understand the importance of staying updated on the latest technological advancements, especially in fields like artificial intelligence (AI) and data science. That’s why we are excited to share the latest offering from the NVIDIA Developer Program – five new free technical courses designed to enhance developers’ skills and knowledge in these cutting-edge areas.
Accelerating End-to-End Data Science Workflows
One of the courses focuses on building and executing GPU-accelerated data science workflows using RAPIDS accelerated data science libraries. Participants will learn to apply GPU-accelerated machine learning algorithms and logistic regression for large-scale data analysis. This course will equip developers with the tools and knowledge needed to optimize data science workflows using GPU acceleration.
RAPIDS Accelerator for Apache Spark
Another course in the lineup is all about leveraging NVIDIA GPUs with Apache Spark to accelerate workloads and reduce costs. By integrating RAPIDS Accelerator with Apache Spark, developers can run CPU and GPU workloads to analyze performance gains and optimize job tuning for increased speed and efficiency.
Introduction to Transformer-Based Natural Language Processing
Transformers are at the core of large language models (LLMs) used in natural language processing (NLP) tasks. This course delves into the use of transformers for tasks like text classification, named-entity recognition (NER), and question-answering. Participants will gain valuable insights into leveraging pretrained LLMs for various NLP tasks.
Prompt Engineering with Llama 2
Participants will learn how to interact with and prompt engineer Llama 2 models to analyze documents and generate text. By mastering prompt engineering techniques, developers can guide LLMs to achieve desired outcomes and create chatbot behavior based on prompt-response history.
Synthetic Data Generation for Training Computer Vision Models
For developers looking to train computer vision models, this course covers synthetic data generation using Omniverse Replicator. Participants will learn how to write and perfect Replicator scripts, fine-tune pretrained models for object detection, and export trained models to NVIDIA Triton Inference Server for testing.
The NVIDIA Developer Program offers developers access to GPU-accelerated servers in the cloud, along with a range of self-paced online courses and instructor-led workshops. Members also benefit from access to advanced tools, software, and a dedicated community to help them stay ahead in the rapidly evolving field of accelerated computing.
Join the NVIDIA Developer Program today to access these courses, along with a wealth of resources, community engagement opportunities, and expert insights. Stay connected with the latest technological innovations and elevate your skills with the support of NVIDIA’s developer community.