人工智慧：搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)
本課程分為人工智慧（上）、人工智慧（下）兩部份，第一部分除了人工智慧概論外，著重在目標搜尋、meta heu...
University/Institute: National Taiwan University
VLSI CAD Part I: Logic
A modern VLSI chip has a zillion parts -- logic, control, memory, interconnect, etc. How do we desig...
University/Institute: University of Illinois at Urbana-Champaign
Spatial Data Science and Applications
Spatial (map) is considered as a core infrastructure of modern IT world, which is substantiated by b...
University/Institute: Yonsei University
Sequence Models
In the fifth course of the Deep Learning Specialization, you will become familiar with sequence mode...
University/Institute: DeepLearning.AI
Scalable Machine Learning on Big Data using Apache Spark
This course will empower you with the skills to scale data science and machine learning (ML) tasks o...
University/Institute: IBM
Sample-based Learning Methods
In this course, you will learn about several algorithms that can learn near optimal policies based o...
University/Institute: Alberta Machine Intelligence Institute & University of Alberta
Programming Fundamentals
Programming is an increasingly important skill, whether you aspire to a career in software developme...
University/Institute: Duke University
Probabilistic Graphical Models 1: Representation
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions ov...
University/Institute: Stanford University
Prediction and Control with Function Approximation
In this course, you will learn how to solve problems with large, high-dimensional, and potentially i...
University/Institute: Alberta Machine Intelligence Institute & University of Alberta
Optimize ML Models and Deploy Human-in-the-Loop Pipelines
In the third course of the Practical Data Science Specialization, you will learn a series of perform...
University/Institute: Amazon Web Services & DeepLearning.AI
Operations Research (1): Models and Applications
Operations Research (OR) is a field in which people use mathematical and engineering methods to stud...
University/Institute: National Taiwan University
Neural Networks and Deep Learning
In the first course of the Deep Learning Specialization, you will study the foundational concept of...
University/Institute: DeepLearning.AI
Natural Language Processing with Sequence Models
In Course 3 of the Natural Language Processing Specialization, you will: a) Train a neural network w...
University/Institute: DeepLearning.AI
Natural Language Processing with Probabilistic Models
In Course 2 of the Natural Language Processing Specialization, you will: a) Create a simple auto-cor...
University/Institute: DeepLearning.AI
Natural Language Processing with Classification and Vector Spaces
In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analys...
University/Institute: DeepLearning.AI
Natural Language Processing with Attention Models
In Course 4 of the Natural Language Processing Specialization, you will: a) Translate complete Engli...
University/Institute: DeepLearning.AI
Mathematics for Machine Learning: Multivariate Calculus
This course offers a brief introduction to the multivariate calculus required to build many common m...
University/Institute: Imperial College London
Mathematical Thinking in Computer Science
Mathematical thinking is crucial in all areas of computer science: algorithms, bioinformatics, compu...
University/Institute: University of California San Diego
Machine Learning with Python
This course dives into the basics of machine learning using an approachable, and well-known programm...
University/Institute: IBM
Introduction to battery-management systems
This course can also be taken for academic credit as ECEA 5730, part of CU Boulder’s Master of Scien...
University/Institute: University of Colorado Boulder & University of Colorado System