Data

Springer has released 65 Machine Learning and Data books for free

Uri Eliabayev

Hundreds of books are now free to download

Springer has released hundreds of free books on a wide range of topics to the general public. The list, which includes 408 books in total, covers a wide range of scientific and technological topics. In order to save you some time, I have created one list of all the books (65 in number) that are relevant to the data and Machine Learning field.

Among the books, you will find those dealing with the mathematical side of the domain (Algebra, Statistics, and more), along with more advanced books on Deep Learning and other advanced topics. You also could find some good books in various programming languages such as Python, R, and MATLAB, etc.

If you are looking for more recommended books about Machine Learning and data you can check my previous article about it.

The Elements of Statistical Learning

Trevor Hastie, Robert

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Technological Progress – Our World in Data

In the chart shown we see the price changes in goods and services in the United States from 1997-2017, measured as the percentage price change since 1997. Positive values indicate an increase in prices since 1997, and negative values represent a price decline. Here we see a distinct divide between consumer durables and technologies (which have typically seen a price decline), and service-based purchases (which have increased in price).

A combination of industrial offshoring, technological innovation and economies of scale have resulted in a price decline in goods such as televisions (-96% since 1997), software (-67%), toys (-69%), and clothing (-4%). In contrast, the prices of goods and services such as education, childcare, medical care, and housing have increased significantly, rising by 150%, 110%, 100% and 58%, respectively.

The observed rise in costs of services may be partly attributed to the so-called ‘Baumol’s cost disease‘, which is an important exception

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Moving Thunderbird Data to a New Computer

Thunderbird stores your data in a separate location, away from the program filesapplication, called your profile folder. To move your data, copy your profile folder to the equivalent location on your destination computer.

  1. Click on the menu button

    Fx57Menu

    , then go to and select .

    Go to the menu and select .
  2. Click on Open FolderOpen DirectoryShow in Finder. Your Thunderbird profile folder will open in Windows ExplorerFile BrowserFinder.
  3. CloseQuit Thunderbird.
  4. From your Thunderbird profile folder, go up three levelsgo up two levelsopen the menu and select two times.
  5. Right-clickHold down the control key while you click
    on the Thunderbird.thunderbird folder, and select .

    NOTE: .thunderbird is a hidden folder. Make sure you have Linux set to show hidden files.

  6. Go to the drive you are using to transfer your data, then right-clickhold down
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UCI Machine Learning Repository: Computer Hardware Data Set

Computer Hardware Data Set

Download: Data Folder, Data Set Description

Abstract: Relative CPU Performance Data, described in terms of its cycle time, memory size, etc.






















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Data Set Characteristics:  

Multivariate

Number of Instances:

209

Area:

Computer

Attribute Characteristics:

Integer

Number of Attributes:

9

Date Donated

1987-10-01

Associated Tasks:

Regression

Missing Values?

No

Number of Web Hits:

296035

May 2020
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