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Pandas is a python package that has a set of tools (nothing but functions) that can deal with data. By using this set of tools we can perform required tasks on our data.To get all these tools into our python workspace we need to import the package first. To do this importing process we have to use the python import keyword.By default, Python doesn’t load all of the libraries available to it. Due to this, we need to add an import statement to our code to utilize the library tools (functions).The syntax of importing a library is the import keyword ... Read More
Both pandas and NumPy are validly used powerful open-source libraries in python. These packages have their own applicability. A lot of pandas functionalities are built on top of NumPy, and they are both part of the SkiPy Analytics world.Numpy stands for Numerical Python. NumPy is the core library for scientific computing. it can deal with multidimensional data, which is nothing but n-dimensional numerical data. Numpy array is a powerful N-dimensional array object which is in the form of rows and columns.Many NumPy operations are implemented in the C language. It is fast and it requires less memory than pandas.Numpy allows ... Read More
Firstly we can say that It has Various tools to support data load into data objects(pandas DataFrame and Series) irrespective of their file formats. This means we can read tabular data which is any file format by using any of the pandas input functions. List of some pandas input functions are read_table, read_csv, read_html, read_excel, read_json, read_orc, read_sql, and many more.Exampledf = pd.read_table('file.txt', sep=' ') dfExplanationIn the above example, we have a text file with tabular data, and the data is separated by space (between each column). Here we created a DataFrame by using this read_table method and keyword argument ... Read More
One must need to deal with data If they are working with any of these technologies like Machine Learning or Data Science. And data is the foundation for these technologies. Dealing with data is a very difficult process in real-time. because real-world data is messy.The main advantage of using the python pandas package is, it has numerous functions to handle data. As we know that real-time data can be any form, it may be in the form of characters, integers, floating-point values, categorical data, and more.Pandas is best for handling or manipulating tabular data because it has a DataFrame object ... Read More
Let us understand what campus area network (CAN) is.CANCAN stands for campus area network. It is a network of several interconnected local area networks (LAN) in a limited geographical location. It is smaller than a wide area network (WAN) or metropolitan area network (MAN).In this type of networking, similar technology along with the hardware is used in multiple buildings of one campus or one corporation. They follow similar terminologies like the local area networks but the difference is that they are interconnected among the various buildings at the specific location.Campus Area Networks (CAN) are economical, useful, and simple to implement ... Read More
Let us first understand what an electronic signature is.Electronic SignatureAn electronic signature is a method of defining your signature on a computerized document such as a delivery slip. The electronic signature can define multiple techniques of securing a signature on a document or device.This contains methods including using a tablet or mobile application to capture an image of a handwritten signature. It can also be easily typing your name into a signature box. An instance of a frequently produced electronic signature is when it is sign for a delivery on the courier’s digital tool.The characteristic of an electronic signature is ... Read More
Optical fibre is a hair-thin glass or plastic fibre with a frequent diameter of 125 micrometers (μm), which is known as the cladding, or outer reflecting layer. The core or inner transmitting route is generally as small as 10μm.This channel enables the transmission of data as light pulses rather than electrical pulses. This process is referred to as total internal reflection, where light rays transmitted into the fibre travel and reflect inside the core for high distances with very little attenuation while supporting its intensity.Advantages of Fibre Optic CableThe advantages of fibre optic cable are as follows −Speed − The ... Read More
First, let us learn about Wavelength Division Multiplexing (WDM).WDMWDM represents Wavelength Division Multiplexing. WDM is completed only in fibre optic channels. In WDM, there are several light waves from several sources are linked utilizing a prism to make a composite light signal transmitted across the channel.The application of WDM is the SONET network in which several optical fibre lines are multiplexed and demultiplexed. There is a new technique referred to as DWDM (dense WDDM). It can create multiple huge computers of the medium by composing mediums closer to one another. It achieves even higher efficiency.Types of WDMThere are two types ... Read More
Pandas has been one of the most commonly used tools for Data Science and Machine learning, which is used for data cleaning and analysis.Here, Pandas is the best tool for handling this real-world messy data. And pandas is one of the open-source python packages built on top of NumPy.Handling data using pandas is very fast and effective by using pandas Series and data frame, these two pandas data structures will help you to manipulate data in various ways.Based on the features available in pandas we can say pandas is best for handling data. It can handle missing data, cleaning up ... Read More
In 10 Gigabit Ethernet, it is a telecommunications technology that sends data packets over Ethernet for 10 billion bits per second. This innovation improved the traditional and well-known use of Ethernet in the local area network (LAN) to a much wider area of network application, such as high-speed storage area networks (SAN), wide area networks (WAN), and metropolitan area networks (MAN).10 GbE differs from traditional Ethernet in that it takes benefit of full-duplex protocol, in which data is sent in both directions simultaneously by utilizing a networking switch to link devices.This defines that the technology diverges from the Carrier Sense ... Read More