Avancerad statistisk maskininlärning
- Högskoleutbildning
- 100% (heltid)
- Linnéuniversitetet
- Växjö (Distansundervisning)
- Studiestart 2025-10-06
- 7.5 högskolepoäng
- Studietid: ingen
- Engelska
Embark on a dynamic journey into the cutting-edge realm of statistical learning with our exciting introductory course! This comprehensive program seamlessly integrates theoretical knowledge with hands-on experience in machine learning methods, empowering students to master the art of data-driven decision-making. Dive into the world of statistical software and harness the power of deep learning components as you work with diverse real-world datasets. Our unique approach combines insightful projects that illuminate both the theoretical intricacies and the practical applications of machine learning. Gain proficiency in industry-relevant tools like R, equipped with libraries such as Keras and TensorFlow. Elevate your skills with an exploration of neural networks, deep learning architectures, and optimization techniques. From unraveling the mysteries of bias-variance tradeoff to tackling real-world challenges, this course promises an immersive and transformative learning experience. Join us and unlock the doors to a future where you're not just learning about machine learning you're living it!
Behörighet
Grundläggande behörighet för studier på avancerad nivå samt särskild behörighet: Statistik 15 hp (beskrivande statistik, statistisk inferens, och regressionsanalys), eller motsvarande. Engelska 6, eller motsvarande.