Computer Science > > Algorithms

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

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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

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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

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Sequence Models

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence mode...

University/Institute: DeepLearning.AI

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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

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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

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Programming Fundamentals

Programming is an increasingly important skill, whether you aspire to a career in software developme...

University/Institute: Duke University

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Probabilistic Graphical Models 1: Representation

Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions ov...

University/Institute: Stanford University

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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Machine Learning with Python

This course dives into the basics of machine learning using an approachable, and well-known programm...

University/Institute: IBM

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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

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