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188 Algorithms Training Courses (Page 12)

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Andrew McAfee: Are droids taking our jobs?

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Robots and algorithms are getting good at jobs like building cars, writing articles, translating -- jobs that once required a human. So what will we humans do for work? Andrew McAfee walks through recent labor data to say: We ain'…

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Michael Hansmeyer: Building unimaginable shapes

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Inspired by cell division, Michael Hansmeyer writes algorithms that design outrageously fascinating shapes and forms with millions of facets. No person could draft them by hand, but they're buildable -- and they could revolutioniz…

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Machine Learning with Python: A Practical Introduction

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This Machine Learning with Python course dives into the basics of Machine Learning using Python, an approachable and well-known programming language. You'll learn about Supervised vs Unsupervised Learning, look into how Statistica…

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Machine Learning with Python: from Linear Models to Deep Learning

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Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites su…

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CS50's AP® Computer Science Principles

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This is CS50 AP, Harvard University's introduction to the intellectual enterprises of computer science and the art of programming for stude…

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Dynamic Programming: Applications In Machine Learning and Genomics

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In the second part of the course, we will see how a powerful machine learning approach, using a Hidden Markov Model, can dig deeper and find relationships between less obviously related sequences, such as areas of the rapidly muta…

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Introduction to Java Programming: Fundamental Data Structures and Algorithms

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In this introductory course, you will learn programming with Java in an easy and interactive way. You will learn about fundamental data structures, such as lists, stacks, queues and trees, and presents algorithms for inserting, de…

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Data Analytics for Business

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It will illustrate the processes of analytics by allowing students to apply business analytics algorithms and methodologies to business problems. The use of examples places business analytics techniques in context and teaches stud…

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Robotics: Dynamics and Control

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This course will give you the basic theoretical tools and enable you to design control algorithms. Using MATLAB, you will apply what you have learned through a series of projects involving real-world robotic systems.

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Advanced Algorithmics and Graph Theory with Python

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Algorithmics and programming are fundamental skills for engineering students, data scientists and analysts, computer hobbyists or developers.Learning how to program algorithms can be tedious if you aren’t given an opportunity to i…

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Algorithms

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Algorithms power the biggest web companies and the most promising startups. Interviews at tech companies start with questions that probe fo…

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How I'm fighting bias in algorithms | Joy Buolamwini

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MIT grad student Joy Buolamwini was working with facial analysis software when she noticed a problem: the software didn't detect her face -…

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String Processing and Pattern Matching Algorithms

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These are all strings from a computer science point of view. To make sense of all this information and make search efficient, search engines use many string algorithms. Moreover, the emerging field of personalized medicine uses ma…

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Combinatorial Mathematics | 组合数学

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Combinatorial mathematics is just the science to deal with combinations of discrete items. As an ancient field, the history of combinatorial mathematics can be traced back over 4000 years to the age of the Great Yu in ancient Chin…

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Foundations of Data Structures

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In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures. Topics covered: Basic Data Types, Notion o…