Regression

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Data-driven Astronomy (Coursera)

Science is undergoing a data explosion, and astronomy is leading the way. Modern telescopes produce terabytes of data per observation, and the simulations required to model our observable Universe push supercomputers to their limits. To analyse this data scientists need to be able to think computationally to solve problems. [...]
10
Average: 10 ( 4 votes )

Linear Regression and Modeling (Coursera)

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test [...]
3
Average: 3 ( 4 votes )

Marketing Analytics (Coursera)

Organizations large and small are inundated with data about consumer choices. But that wealth of information does not always translate into better decisions. Knowing how to interpret data is the challenge -- and marketers in particular are increasingly expected to use analytics to inform and justify their decisions. Marketing [...]
10
Average: 10 ( 4 votes )

Machine Learning With Big Data (Coursera)

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use [...]
8
Average: 8 ( 4 votes )

Machine Learning Foundations: A Case Study Approach (Coursera)

Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classification to deep learning and [...]
2
Average: 2 ( 4 votes )

Machine Learning: Regression (Coursera)

Case Study - Predicting Housing Prices. In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just one of the many places where regression can be applied. [...]
6
Average: 6 ( 4 votes )

Practical Machine Learning (Coursera)

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and [...]
6
Average: 6 ( 4 votes )

Regression Models (Coursera)

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using [...]
3
Average: 3 ( 3 votes )

Data Engineering and Machine Learning using Spark (Coursera)

Dec 6th 2021
Data Engineering and Machine Learning using Spark (Coursera)
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Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio files, videos, sensor data, and satellite imagery and more to identify behaviors and preferences of prospects, clients, competitors, and others. In this short course [...]
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O que é ciência de dados? (Coursera)

A arte de revelar os insights e as tendências dos dados existe desde a antiguidade. Os antigos egípcios usavam os dados do censo para aumentar a eficiência da cobrança de impostos e previam com precisão a cheia do Nilo todos os anos. Desde então, as pessoas que trabalham com [...]
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