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Articles on Trending Technologies
Technical articles with clear explanations and examples
How to print a string in Golang?
In this tutorial, we will learn how to print a string in the Golang programming language. To print a string in Golang we have to use the package fmt which contains the input/output functions. The correct specifier tells the data type of variable we are printing. The specifiers we can use to print the strings are: %s − By using this we can print the uninterpreted strings or slice. %q − By using this we can print the string with double quotes. %x − By using this we can print the lower case character string with base 16. %X − By using this ...
Read MoreHow to Print an Integer in Golang?
In this tutorial, we will learn how to print an integer in the Golang Programming language. The fmt package is used to perform the input/output operations which are comparable to the input/output functions in C i.e scanf and printf. Also, format specifiers are referred from C but in Golang they are simple. We will discuss what specifiers we have for integers. Specifiers are something which will tell us the what data type we are printing. %b − for base 2 %o − for bae 8 %d − for base 10 Functions in fmt package:− fmt.Printf() − It ...
Read MoreWho is MLOps Engineer?
What is MLOps? Machine Learning Operations (MLOps) is an acronym for Machine Learning Operations. MLOps is a basic component of Machine Learning engineering that focuses on optimizing the process of deploying machine learning models and maintaining and monitoring them. MLOps is a team effort that frequently includes data scientists, DevOps engineers, and IT. MLOps aims to boost automation and improve the quality of production models while simultaneously concentrating on business and regulatory needs, similar to DevOps and DataOps methodologies. MLOps began as a set of best practices, but it is gradually becoming a stand-alone solution to managing the ML lifecycle. ...
Read MoreMLOps vs DevOps
It would have often occurred that the development team has moved on to a new project while the operations team provides feedback on the previous one. This caused the deadline to be pushed back, for the entire software development cycle or machine learning model development cycle. For this reason, IT has adopted the new ways of working for preparing software and machine learning models, they are MLOps and DevOps. In this blog, you will get to know about these terms and how they differ. What is DevOps? The term DevOps stands for Development + OperationS. It is a method in ...
Read MoreDifferences Between MLOps, ModelOps, AIOps, DataOps
In the IT industry, each of these operational domains is cross-functional and provides a distinct value. And each of the Ops domains stems from a common broad mechanism of agile concepts, which were originally initially developed for the guidance of software developers for their development, but now have spread its wings to other domains of related technologies that are data-driven applications, AI, and ML. In this post, you will come across the popular terms in the world of Artificial Intelligence that have emerged to great extent. What is MLOps? MLOps is a collaboration and communication platform for data scientists and ...
Read MoreBest MLOps Tools & Platforms 2022
MLOps (Machine Learning Operations) has become a trend in the current world of Artificial Intelligence. There are several operations that are part of any machine learning process. This includes data versioning, feature engineering, model monitoring, experiment tracking, model serving, model deployment, etc. There are several tools and platforms in the market that could help you with these processes and get your work done efficiently with proper risk analysis. However, before you choose a product or platform for your project, you should thoroughly research it. Furthermore, you must ensure that the tools are compatible with the rest of your stack. So, ...
Read MoreDifference between Virus, Worm and Trojan Horse
Viruses, Worms, and Trojan Horses are types of malicious software that infiltrate a system and try to create havoc, however what sets them apart is the way they attack, spread, and replicate. Read though this article to get an overview of how a virus is different from a worm, and what exactly is a Trojan Horse. What is a Virus? A virus is malicious software (malware) made up of little bits of code attached to legitimate programs. When that software is launched, the virus is launched as well. Viruses are malicious programs that infect computer files and spread ...
Read MoreDifference Between HTTP and HTTPS
Have you ever seen http:// or https:// in a browser's address bar while surfing a website? In a nutshell, both of these are protocols that allow a web server and a web browser to communicate about a certain website. But, what are the features that distinguish these two? Well, the most important difference between "http" and "https" is that "https" is far more secure than "http". Read through this article to find out more about "http" and "https" and how exactly they are different from each other. The protocol used to send hypertext over the Web is called the HyperText ...
Read MoreWhat is Bucketing in Hive?
Bucketing is a method in Hive which is used for organizing the data. It is a concept of separating data into ranges known as buckets. Bucketing in hives comes helpful when the use of partitioning becomes hard. A user can determine the range of a specific bucket by the hash value. Partitioned tables can be bucketed to separate the data further to perform queries more efficiently. Every bucket is stored as a file within the table or the partition’s directories on HDFS. The records having a similar value within a column are always stored in the same bucket. Bucketing can ...
Read MoreRDD Shared Variables In Spark
The full name of the RDD is a distributed database. Spark performance is based on this ambiguous set, enabling it to consistently cope with major data processing conditions, including MapReduce, streaming, SQL, machine learning, graphs, etc. Spark supports many programming languages, including Scala, Python, and R. RDD also supports the maintenance of material in these languages. How to create RDD Spark supports RDDS architecture in many areas, including local file systems, HDFS file systems, memory, and HBase. For the local file system, we can create RDD through the following way − val distFile = sc.textFile("file:///user/root/rddData.txt") By default, Spark takes ...
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