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This course is designed to introduce students to the fundamental concepts of artificial intelligence, machine learning, and deep learning, without requiring advanced prior knowledge in mathematics or programming.
View CourseMaster data preprocessing —clean, encode, scale, and validate like a pro—so your ML models perform brilliantly. Real datasets, real fraud detection project, real impact.
View CourseStudents will understand how a Transformer works, why it revolutionized AI, and how to use it practically with Hugging Face — without needing fine-tuning yet.
View CourseQLoRA enables efficient fine-tuning of large language models on low-memory GPUs by combining 4-bit quantization with low-rank adapters, reducing VRAM usage while preserving performance.
View CourseLearn to compress models so they are fast, lightweight, and suitable for mobile devices or production.
View CourseGenerative artificial intelligence has burst onto the global cultural scene as a transformative force, redefining the boundaries of creativity, design, visual storytelling, and content production.
View CourseThis course is designed to take you from a complete beginner to a proficient R programmer, covering everything from basic syntax to advanced data visualization and analysis techniques.
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