With the speedy tempo of technological innovation pushed by synthetic intelligence (AI), protecting expertise updated is essential for builders. The NVIDIA Developer Program is now providing 5 new free technical programs, designed to offer coaching and sources important for fulfillment in varied industries, in accordance with the NVIDIA Technical Weblog.
Accelerating Finish-to-Finish Knowledge Science Workflows
This course allows builders to construct and execute end-to-end GPU-accelerated knowledge science workflows. Using RAPIDS accelerated knowledge science libraries, contributors will be taught to use GPU-accelerated machine studying algorithms and logistic regression for large-scale knowledge evaluation.
- Implement GPU-accelerated knowledge preparation and have extraction utilizing cuDF and Apache Arrow knowledge frames.
- Apply GPU-accelerated machine studying duties utilizing XGBoost and cuML algorithms.
- Execute GPU-accelerated graph evaluation with cuGraph.
- Construct knowledge visualizations with cuXFilter.
RAPIDS Accelerator for Apache Spark
This course focuses on leveraging NVIDIA GPUs with Apache Spark to speed up workloads and scale back prices.
- Use Apache Spark and combine RAPIDS Accelerator.
- Run Spark CPU and GPU workloads to investigate efficiency features.
- Make the most of the RAPIDS Accelerator toolset for job tuning and pace estimation.
Introduction to Transformer-Primarily based Pure Language Processing
Transformers are elementary to giant language fashions (LLMs). This course covers their use in pure language processing (NLP) duties equivalent to textual content classification, named-entity recognition (NER), and question-answering.
- Clarify transformers and their position in LLMs for NLP.
- Analyze and generate text-based knowledge utilizing transformers.
- Leverage pretrained LLMs for varied NLP duties.
Immediate Engineering with Llama 2
Contributors will be taught to work together with and immediate engineer Llama 2 fashions to investigate paperwork and generate textual content.
- Write exact prompts to align LLM habits with intentions.
- Information LLMs with immediate engineering methods.
- Create chatbot habits by incorporating prompt-response historical past.
Artificial Knowledge Technology for Coaching Laptop Imaginative and prescient Fashions
This course makes use of Omniverse Replicator for artificial knowledge era (SDG) to coach pc imaginative and prescient fashions.
- Write and excellent Replicator scripts in Omniverse.
- Positive-tune pretrained fashions for object detection utilizing PyTorch.
- Export educated fashions to NVIDIA Triton Inference Server for testing.
The NVIDIA Developer Program gives builders with entry to GPU-accelerated servers within the cloud, providing sensible experience by a mix of self-paced on-line programs and instructor-led workshops. This system additionally consists of free entry to superior instruments, software program, and a devoted group, enabling builders to maintain tempo with technological developments in accelerated computing.
Neighborhood, Software program Entry, and Extra Advantages
The NVIDIA Developer Program helps technical practitioners with sources and group engagement at each stage of their journey with NVIDIA applied sciences. Advantages embrace:
- Entry to NVIDIA software program, SDKs, APIs, libraries, and fashions.
- Use of GPU-optimized software program and containerized apps from NVIDIA NGC.
- Personalised information updates on technological improvements.
- Participation in early entry packages for brand new NVIDIA expertise.
- Coaching choices by NVIDIA Coaching and certification alternatives.
- Neighborhood engagement by NVIDIA Developer boards and occasions.
- Entry to analysis papers, technical documentation, weblog posts, and industry-specific sources.
Builders are inspired to hitch the NVIDIA Developer Program to start accessing these sources and connecting with consultants and friends within the area.
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