Software Engineering for Data Scientists in Python

Prerna Tiwari
Updated on 09-Jan-2023 16:41:06

338 Views

Data science integrates math and statistics, specialized programming, advanced analytics, machine learning, and artificial intelligence (AI) with specific subject matter expertise to reveal actionable insights hidden in an organization’s data. Data science is one of the fields which has shown the quickest growth rates across all industries. This is a result of the increasing volume of data sources and data that results from them. Data Science has generated controversy among other disciplines as a field ever since it began to gain recognition. In this article we will be learning about the fundamentals of software engineering, why it ... Read More

Python for MATLAB Users

Prerna Tiwari
Updated on 09-Jan-2023 16:38:34

702 Views

When we move from our academics into the industry, especially engineering individuals, we face a very common problem that we are mainly taught about the obsolete or near obsolete technologies. For example, many schools still use MATLAB. In the engineering sector, whether it is chemical engineer, electrical engineer, or nanoengineer, everyone must have used MATLAB. But in recent times, we can see businesses are shifting from MATLAB to Python. This can be due to a variety of reasons − $1000 licensing cost Inefficient memory allocation Dearth of open source libraries Detest MATLAB syntax. The people who want ... Read More

Data Analysis with Spreadsheets

Prerna Tiwari
Updated on 09-Jan-2023 16:30:14

876 Views

Cleansing, transforming, and analyzing raw data is the first step in the process of obtaining useful, pertinent information which can help businesses make informed conclusions. By offering relevant information and facts, which are usually presented as charts, pictures, tables, and graphs, the strategy helps to lower the risks associated with decision-making. Data analysis is concerned with the process of converting unprocessed data into pertinent statistics, knowledge, and explanations. Data analysis is a crucial competence that may support better decision-making. Spreadsheets are the most often used tools for data analysis, and built-in pivot tables are the most popular analytical tool. ... Read More

Parallel Computing with Dask

Prerna Tiwari
Updated on 09-Jan-2023 16:08:30

609 Views

Dask is a flexible open-source Python library which is used for parallel computing. In this article, we will learn about parallel computing and why we should choose Dask for this purpose. We will compare it with various other libraries like spark, ray and modin. We have also discussed use cases of Dask. Parallel Computing A type of computation known as parallel computing carries out several computations or processes simultaneously. Large issues are typically divided into manageable pieces that may be solved separately. The four categories of parallel computing are Bit-level Instruction-level Data-level Job parallelism. ... Read More

Real-Time Communications (RTC)

Satish Kumar
Updated on 09-Jan-2023 15:51:30

5K+ Views

What is the Real-Time Communications (RTC)? Real-Time Communications (RTC) refers to the ability to communicate and exchange information in real time over the internet. RTC includes technologies and protocols that enable synchronous communication of audio, video, and other types of data between devices. RTC technologies are used in a wide range of applications, including voice and video calls, video conferencing, instant messaging, and live streaming. RTC relies on a combination of protocols and technologies, including Real-time Transport Protocol (RTP) and Session Initiation Protocol (SIP), to establish and maintain real-time communication sessions between devices. RTC has become increasingly important in recent ... Read More

Real-Time Transport Protocol (RTP)

Satish Kumar
Updated on 09-Jan-2023 15:45:55

10K+ Views

What is the Real-time Transport Protocol (RTP)? Real-time Transport Protocol (RTP) is a network protocol for the delivery of audio and video over the internet. It is designed to provide end-to-end network transport functions suitable for applications transmitting real-time data, such as audio and video. RTP is used in conjunction with the Real-time Transport Control Protocol (RTCP), which is used to monitor the quality of the data transmission. RTP provides the actual delivery of the media, while RTCP is used to provide feedback on the quality of the transmission and to provide other control information. RTP is a packet-based protocol, ... Read More

Real-Time Streaming Protocol (RTSP)

Satish Kumar
Updated on 09-Jan-2023 15:42:14

8K+ Views

What is Real Time Streaming Protocol (RTSP)? Real Time Streaming Protocol (RTSP) is a network control protocol designed for use in entertainment and communication systems to control streaming media servers. The protocol is used to establish and control media sessions between endpoints, and it can support the transmission of video, audio, and other types of data. RTSP is similar to HTTP, but it is specifically designed for the control of streaming media. It allows a client to issue commands to a server, such as "play, " "pause, " and "record, " and it can also be used to negotiate the ... Read More

Motion Picture Experts Group (MPEG)

Satish Kumar
Updated on 09-Jan-2023 15:38:31

8K+ Views

What is MPEG? MPEG (Motion Pictures Experts Group) is a family of standards for audio and video compression and transmission. It is developed and maintained by the Motion Pictures Experts Group, a working group of the International Organization for Standardization (ISO) and the International Electrotechnical Commission (IEC). There are several different types of MPEG standards, including − MPEG-1 −This standard is primarily used for audio and video compression for CD-ROMs and low-quality video on the internet. MPEG-2 −This standard is used for digital television and DVD video, as well as high-definition television (HDTV). MPEG-4 −This standard is used for ... Read More

Joint Photographic Experts Group (JPEG)

Satish Kumar
Updated on 09-Jan-2023 15:35:15

2K+ Views

What is JPEG? JPEG (Joint Photographic Experts Group) is a standardized image compression technique that is commonly used for digital photographs. It is designed to reduce the file size of digital images while maintaining reasonable image quality. JPEG is named after the Joint Photographic Experts Group, which developed the standard in the early 1990s. JPEG uses a lossy form of compression, which means that some data is lost when the image is compressed. The degree of compression can be adjusted, with higher levels of compression resulting in smaller file sizes but lower image quality, and lower levels of compression resulting ... Read More

Latest Research Topics in Cloud Computing

Devang Delvadiya
Updated on 09-Jan-2023 15:31:51

4K+ Views

Cloud computing is acquiring much prevalence and interest the lookout. It is getting executed in numerous associations exceptionally quickly. Cloud computing can be characterized as a recent trend of processing in which powerfully versatile and frequently virtualized assets are offered as a type of assistance over the Web. The benefits of Cloud computing innovation incorporate expense investment funds, high accessibility, and simple versatility. The most widely recognized and notable arrangement model is Public Cloud. A Private Cloud is appropriate for delicate information, where the client is subject to a specific level of security. The benefit of cloud ... Read More

Advertisements