Algorithms

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Introduction to Object-Oriented Programming with Java I: Object-Oriented Programming and Algorithms (edX)

Learn the basics of object-oriented programming and algorithms. Students will build on the skills learned from “Introduction to Object-Oriented Programming with Java I: Foundations and Syntax Basics” and learn the basics of writing classes that serve as blueprints of concepts or objects that are represented in a programming problem. [...]

Machine Learning Fundamentals (edX)

Understand machine learning’s role in data-driven modeling, prediction, and decision-making. Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world?

Data Privacy Fundamentals (Coursera)

This course is designed to introduce data privacy to a wide audience and help each participant see how data privacy has evolved as a compelling concern to public and private organizations as well as individuals. In this course, you will hear from legal and technical experts and practitioners who [...]

Unordered Data Structures (Coursera)

The Unordered Data Structures course covers the data structures and algorithms needed to implement hash tables, disjoint sets and graphs. These fundamental data structures are useful for unordered data. For example, a hash table provides immediate access to data indexed by an arbitrary key value, that could be a [...]

Coding Interview Preparation (Coursera)

Mar 27th 2023
Coding Interview Preparation (Coursera)
Course Auditing
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The final course in this program will help prepare you for the unique aspects of a coding job interview, with approaches to problem-solving and computer science foundations needed to land the job. Ultimately you’ll gain strategic insights and tips for successful interviewing.
Mar 27th 2023
Course Auditing
46.00 EUR/month

Advanced Learning Algorithms (Coursera)

Mar 27th 2023
Advanced Learning Algorithms (Coursera)
Course Auditing
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In the second course of the Machine Learning Specialization, you will: build and train a neural network with TensorFlow to perform multi-class classification; apply best practices for machine learning development so that your models generalize to data and tasks in the real world; build and use decision trees and [...]

Introducción a la Minería de Datos (Coursera)

En este curso, aprenderás de manera gradual y práctica los conceptos básicos de Minería de Datos, junto a los algoritmos más utilizados hoy en día. Al finalizar el curso, serás capaz de entender la importancia de manejar la información y de explorar por ti mismo distintas bases de datos [...]

Machine Learning Models in Science (Coursera)

Mar 27th 2023
Machine Learning Models in Science (Coursera)
Course Auditing
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This course is aimed at anyone interested in applying machine learning techniques to scientific problems. In this course, we'll learn about the complete machine learning pipeline, from reading in, cleaning, and transforming data to running basic and advanced machine learning algorithms. We'll start with data preprocessing techniques, such as [...]
Mar 27th 2023
Course Auditing
33.00 EUR/month

Application Programming Fundamentals (Coursera)

Mar 27th 2023
Application Programming Fundamentals (Coursera)
Course Auditing
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In Object-Oriented Concepts, we will introduce the core concepts behind modern, object-oriented, programming. We will discuss objects, classes, messaging, inheritance, polymorphism, and more. As with Fundamentals of Programming, we will illustrate the concepts using the Python language, but they will be portable to other object-oriented programming languages. [...]

Parallel programming (Scala 2 version) (Coursera)

With every smartphone and computer now boasting multiple processors, the use of functional ideas to facilitate parallel programming is becoming increasingly widespread. In this course, you'll learn the fundamentals of parallel programming, from task parallelism to data parallelism. In particular, you'll see how many familiar ideas from functional programming [...]