NVIDIA: Fundamentals of Machine Learning

NVIDIA: Fundamentals of Machine Learning Course is a foundational course designed to introduce learners to key machine learning concepts and techniques. This course is the first part of the Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs Associate specialization. The course covers fundamental machine learning principles, including supervised and unsupervised learning, model training, evaluation metrics, and optimization techniques. It also provides insights into data preprocessing, fe

• Understand the fundamentals of AI, ML, and Deep Learning, and their key differences.
• Implement supervised learning techniques like classification and regression.
• Apply clustering methods and time series analysis using ARIMA.
• Leverage NVIDIA RAPIDS for GPU-accelerated ML workflows.