# Accelerated Data Science Learning Path Learn how to accelerate your workflows with familiar Python libraries and other tools. Elevate your technical skills in data science and ML engineering with our comprehensive learning path. This learning path is designed for developers to learn how to build and optimize solutions using accelerated data science, including courses on how to configure and support optimized machine learning models, and additional courses for advanced data science solutions. Start Learning Today ## Choose the Training That Best Matches Your Needs Courses with an asterisk (\*) are recommended for the Associate or Professional Accelerated Data Science certification preparation. Learn more about our certification program [here](https://www.nvidia.com/en-us/learn/certification.md) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Accelerated Data Science Foundations [Course 1 Self-Paced ### Accelerating End-to-End Data Science Workflows\* $90 8 Hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-01+V2) [Course 2 Self-Paced ### Accelerating Clustering Algorithms to Achieve Highest Performance $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-04+V1) [Course 3 Self-Paced ### Analyzing and Visualizing Large Data Interactively Using Accelerated Computing $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-05+V1) [Course 4 Self-Paced ### Getting Started With Deep Learning\* $90 8 Hours Certificate available Also available as an instructor-led workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-01+V1) [Course 5 Self-Paced ### Best Practices in Feature Engineering for Tabular Data with GPU Acceleration\* $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-06+V1) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Data Preparation for Model Training [Course 1 Self-Paced ### Accelerate Data Science Workflows with Zero Code Changes Free 1 Hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-DS-03+V1) [Course 2 Self-Paced ### Synthetic Tabular Data Generation Using Transformers $30 4 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-09+V1) [Course 3 Self-Paced ### Introduction to Multi-Modal Data Curation Free 1 Hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:NVIDIA+S-FX-27+V1) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Big Data Processing Pipelines [Course 1 Self-Paced ### Accelerate Data Science Workflows with Zero Code Changes Free 1 Hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-DS-03+V1) [Course 2 Self-Paced ### Accelerate Data Analytics on GPUSs with the RAPIDS Accelerator for Apache Spark $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-02+V3) [Course 3 Instructor-Led ### Enhancing Data Science Outcomes With Efficient Workflow\* $500 8 Hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-DS-04+V1) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Data Processing for AI [Course 1 Self-Paced ### Introduction to Transformer-Based Natural Language Processing $30 6 Hours Also available as an instructor-led workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-08+V1) [Course 2 Self-Paced ### Augment your LLM Using Retrieval Augmented Generation Free 1 Hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-16+V1) [Course 3 Self-Paced ### Structure From Chaos: Accelerate GraphRAG With cuGraph and NVIDIA NIM\* $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-07+V1) [Course 4 Self-Paced ### Use GPUs To Accelerate RAG Pipelines with Vector Databases $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-08+V1) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Accelerated Data Science for Cybersecurity [Course 1 Self-Paced ### Accelerate Data Science Workflows with Zero Code Changes Free 1 Hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-DS-03+V1) [Course 2 Self-Paced ### Exploring Adversarial Machine Learning $90 8 Hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-03+V1) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Accelerated Data Science for Financial Services [Course 1 Self-Paced ### Accelerated Machine Learning for Time Series Forecasting $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-10+V1) [Course 2 Self-Paced ### Accelerating Portfolio Optimization $30 2 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-09+V1) [Course 3 Self-Paced ### KAN-Casting: Kolmogorov Arnold Networks for Interpretable Time Series Forecasting $30 2 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-11+V1) **Share** Facebook LinkedIn X Copy Link Copied to clipboard. ### Accelerated Data Science for Healthcare [Course 1 Self-Paced ### Accelerate Data Science Workflows with Zero Code Changes Free 1 Hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+T-DS-03+V1) [Course 2 Self-Paced ### Accelerate Data Science and Leverage Foundation Models in Digital Biology $30 2 Hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-HX-05+V1) ## Ready to Get NVIDIA Certified? Take the next step in your career with Accelerated Data Science certification. Choose the associate or professional exam. [Learn More](https://www.nvidia.com/en-us/learn/certification.md) Interested in a particular topic? View our full set of learning paths to see the recommended sequence of courses to take. [View All Learning Paths](https://nvdam.widen.net/s/brxsxxtskb/dli-learning-journey-2009000-r5-web) ## Team Training for Data Science Connect with an NVIDIA training advisor to tailor a specialized program for your team. We’ll collaboratively design a customized training plan that aligns with your business goals and addresses your team’s specific learning needs. [Connect With a Training Advisor](https://www.nvidia.com/en-us/learn/organizations/request.md)