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How Google does Machine Learning em Português Brasileiro (Coursera)

May 23rd 2022
How Google does Machine Learning em Português Brasileiro (Coursera)
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O que é machine learning e que tipos de problemas ele pode resolver? A abordagem de machine learning do Google é um pouco diferente. Ela se concentra na lógica, e não apenas nos dados. Vamos discutir por que essa abordagem é útil para os cientistas de dados durante a [...]

Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)

May 23rd 2022
Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)
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There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have [...]

Estimating ML-Models Financial Impact (Coursera)

This course covers the basics of financial impact estimation for machine learning models deployed in business processes. We will discuss the general approaches to financial estimation, consider the applications to credit scoring and marketing response models, and focus on the relationship between statistical model quality metrics and financial results, [...]

Follow a Machine Learning Workflow (Coursera)

May 23rd 2022
Follow a Machine Learning Workflow (Coursera)
Course Auditing
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Machine learning is not just a single task or even a small group of tasks; it is an entire process, one that practitioners must follow from beginning to end. It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine [...]
May 23rd 2022
Course Auditing
41.00 EUR/month

Solve Business Problems with AI and Machine Learning (Coursera)

May 23rd 2022
Solve Business Problems with AI and Machine Learning (Coursera)
Course Auditing
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Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This is the first of four courses [...]
May 23rd 2022
Course Auditing
41.00 EUR/month

Build Regression, Classification, and Clustering Models (Coursera)

May 23rd 2022
Build Regression, Classification, and Clustering Models (Coursera)
Course Auditing
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In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]
May 23rd 2022
Course Auditing
41.00 EUR/month

Data Science Project: MATLAB for the Real World (Coursera)

May 23rd 2022
Data Science Project: MATLAB for the Real World (Coursera)
Course Auditing
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Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. You will choose your own pathway to answer key [...]

Introduction to Applied Machine Learning (Coursera)

This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this course will introduce you to problem definition and data preparation in a machine learning [...]

Machine Learning Algorithms: Supervised Learning Tip to Tail (Coursera)

This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally used. Learners will also gain skills to contrast [...]

Programming Languages, Part A (Coursera)

This course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket, and Ruby as vehicles for teaching the concepts, but the real intent is to teach enough about how any language “fits together” to [...]