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Algorithms for Big Data presents an algorithmic toolkit to efficiently deal with the challenges that the ever growing amount of data pose. In this [course_title], you will learn how to design and analyze algorithms in the streaming and property testing models of computation. The algorithms will be analyzed mathematically, so it is intended for a mathematically mature audience with prior knowledge of algorithm design and basic probability theory.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
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Course Credit: Harvard University
Course Curriculum
Module: 01 | |||
Algorithms for Big Data (COMPSCI 229r), Lecture 1 | 01:26:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 2 | 01:24:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 3 | 01:22:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 4 | 01:21:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 5 | 01:23:00 | ||
Module: 02 | |||
Algorithms for Big Data (COMPSCI 229r), Lecture 6 | 01:26:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 7 | 01:29:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 8 | 01:22:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 9 | 01:23:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 10 | 01:19:00 | ||
Module: 03 | |||
Algorithms for Big Data (COMPSCI 229r), Lecture 11 | 01:19:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 12 | 01:30:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 13 | 01:22:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 14 | 01:22:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 15 | 01:24:00 | ||
Module: 04 | |||
Algorithms for Big Data (COMPSCI 229r), Lecture 16 | 01:23:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 17 | 00:00:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 18 | 01:23:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 19 | 01:20:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 20 | 01:20:00 | ||
Module: 05 | |||
Algorithms for Big Data (COMPSCI 229r), Lecture 21 | 01:25:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 22 | 01:25:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 23 | 01:23:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 24 | 01:25:00 | ||
Algorithms for Big Data (COMPSCI 229r), Lecture 25 | 01:21:00 | ||
Assessment | |||
Submit Your Assignment | 00:00:00 | ||
Certification | 00:00:00 |
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