Search results for algorithms
149 courses found
Subjects & Topics
Modality
Level
Certificate
Pricing

Mining Massive Data Sets

By Stanford Certificate or Program credits available

This course focuses on Map Reduce as a tool for creating parallel algorithms that can process very large amounts of data.
Subject & Topics: Engineering, Distributed File Systems, Hadoop, Map-Reduce, Pagerank, Topic-Sensitive Pagerank, Spam Detection, Hubs-And-Authorities, Similarity Search, Shingling, Minhashing, Random Hyperplanes, Locality-Sensitive Hashing, Analysis, Social Networks, Graphs, Association Rules, Dimensionality Reduction, UV, SVD, CUR Decompositions, Algorithms, Large-Scale Mining, Clustering, Nearest-Neighbor Search, Gradient Descent, Support-Vector Machines, Classification, Submodular Function, Optimization, Computer Science, Leskovec, CS 246.
$5,824
Introductory
Virtual
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Data Science: Machine Learning | Harvard University

By Harvard Certificate or Program credits

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
Subject & Topics: Computer Science, Machine Learning, Algorithms, Data Science.
Introductory
On-Demand
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Data Science: Machine Learning - April 2024 | Harvard University

By Harvard

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
Subject & Topics: Computer Science, Machine Learning, Algorithms, Data Science.
Introductory
On-Demand
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CS50's Introduction to Artificial Intelligence with Python - May 2023 | Harvard University

By Harvard

Learn to use machine learning in Python in this introductory course on artificial intelligence.
Subject & Topics: Computer Science, Data Algorithms, Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning, Natural Language Processing, Neural Networks, Algorithms, Programming, Python.
Introductory
On-Demand
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CS50's Introduction to Artificial Intelligence with Python | Harvard University

By Harvard Certificate or Program credits

Learn to use machine learning in Python in this introductory course on artificial intelligence.
Subject & Topics: Computer Science, Data Algorithms, Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning, Natural Language Processing, Neural Networks, Algorithms, Programming, Python.
Introductory
On-Demand
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CS50: Introduction to Computer Science | Harvard University

By Harvard Certificate or Program credits

An introduction to the intellectual enterprises of computer science and the art of programming.
Subject & Topics: Programming, Computer Science, Data Structures, Algorithms, SQL, C, Python, Web Development, CSS, HTML, Javascript.
Introductory
On-Demand
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Machine Learning and AI with Python | Harvard University

By Harvard Certificate or Program credits

Learn how to use decision trees, the foundational algorithm for your understanding of machine learning and artificial intelligence.
Subject & Topics: Computer Science, Artificial Intelligence, Machine Learning, Algorithms, Data Science, Data Analysis.
Intermediate
On-Demand
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Harvard Business Analytics Program - September 2023 | Harvard University

By Harvard

Designed for aspiring and established leaders in any industry, The Harvard Business Analytics Program helps students not just analyze data but understand it, translate it, and incorporate it into strategy at the top levels of their organizations.
Subject & Topics: Data Science, Leadership, Management, Operations, Strategic, Digital, Marketing, Data, Algorithms, Structures, Artificial, Intelligence, Machine, Learning, Neural, Networks, Science, Big, Mining, Analysis, Visualization, R, Databases, Python.
$51,500
Intermediate
In-Person
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CS50's Introduction to Programming with Scratch | Harvard University

By Harvard Certificate or Program credits

A gentle introduction to programming that prepares you for subsequent courses in coding.
Subject & Topics: Computer Science, Data Structures, Algorithms, Programming, Databases, Web Development.
Introductory
On-Demand
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CS50's Understanding Technology - May 2023 | Harvard University

By Harvard

This is CS50’s introduction to technology for students who don’t (yet!) consider themselves computer persons.
Subject & Topics: Programming, Computer Science, Data Structures, Algorithms, SQL, Python, Web Development, CSS, HTML, Javascript.
Introductory
On-Demand
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CS50's Understanding Technology | Harvard University

By Harvard Certificate or Program credits

This is CS50’s introduction to technology for students who don’t (yet!) consider themselves computer persons.
Subject & Topics: Programming, Computer Science, Data Structures, Algorithms, SQL, Python, Web Development, CSS, HTML, Javascript.
Introductory
On-Demand
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PekingX: 算法基础 | Fundamental Algorithms

By Peking University

本课程内容程涵盖枚举、二分、贪心、递归、深度优先搜索、广度优先搜索、动态规划等基本算法。 This course covers some fundamental algorithms, including enumeration, binary search, greedy, recursion, DFS, BFS, and dynamic programming.
Subject & Topics: Computer Science.
$25
Advanced
Virtual
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GTx: Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms

By The Georgia Institute of Technology Certificate or Program credits

Learn more complex tree data structures, AVL and (2-4) trees. Investigate the balancing techniques found in both tree types. Implement these techniques in AVL operations. Explore sorting algorithms with simple iterative sorts, followed by Divide and Conquer algorithms. Use the course visualizations to understand the performance.

Subject & Topics: Computer Science.
$189
Intermediate
On-Demand
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StanfordOnline: Algorithms: Design and Analysis, Part 2

By Stanford University Certificate or Program credits

Welcome to the self paced course, Algorithms: Design and Analysis, Part 2! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little programming experience.

Subject & Topics: Computer Science.
$149
Intermediate
On-Demand
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GTx: Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues

By The Georgia Institute of Technology Certificate or Program credits

Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Understand their operations and performance with visualizations. Implement low-level linear, linked data structures with recursive methods, and explore their edge cases. Extend these structures to the Abstract Data Types, Stacks, Queues and Deques.

Subject & Topics: Computer Science.
$189
Intermediate
On-Demand
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EPFLx: Optimization: principles and algorithms - Linear optimization

By École polytechnique fédérale de Lausanne Certificate or Program credits

Introduction to linear optimization, duality and the simplex algorithm.

Subject & Topics: Math.
$59
Introductory
On-Demand
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EPFLx: Optimization: principles and algorithms - Network and discrete optimization

By École polytechnique fédérale de Lausanne Certificate or Program credits

Introduction to network optimization and discrete optimization

Subject & Topics: Math.
$59
Intermediate
On-Demand
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RWTHx: Introduction to Industrial Image Processing

By RWTH Aachen University Certificate or Program credits

The MOOC teaches the basics of industrial image processing - the hardware components, common algorithms and applications.

Subject & Topics: Engineering.
$149
Virtual
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MITx: Understanding the World Through Data

By Massachusetts Institute of Technology

Become a data explorer – learn how to leverage data and basic machine learning algorithms to understand the world.

Subject & Topics: Computer Science.
$49
Introductory
Virtual
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ETHx: Autonomous Mobile Robots

By ETH Zurich Certificate or Program credits

Basic concepts and algorithms for locomotion, perception, and intelligent navigation.

Subject & Topics: Computer Science.
$50
Intermediate
On-Demand