Coursera
Unlock the power of Calculus with our specialized course designed for aspiring data scientists and machine learning enthusiasts. Learn how to optimize functions, interpret gradients, and apply these critical skills to enhance your understanding and application of ML algorithms.
Coursera
Dive into the core principles of Linear Algebra that are pivotal in Machine Learning and Data Science with this comprehensive online course. Learn to represent and analyze data using vectors and matrices, apply essential operations like dot products and inverses, and explore linear transformations and eigenvalues/eigenvectors for advanced problem-solving.
Coursera
Embark on a foundational journey into Mathematics for Machine Learning and Data Science, a beginner-friendly program designed by DeepLearning.AI. Taught by Luis Serrano, this course equips you with the fundamental mathematical toolkit necessary to navigate the complexities of machine learning and data science effectively.
Udacity
Dive into the world of deep learning with Udacity's 'Intro to Deep Learning with PyTorch'. Learn the basics of deep learning and implement your first deep neural network using PyTorch. Gain hands-on experience through coding exercises and projects that cover cutting-edge AI applications like style transfer and text generation.