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Day: February 16, 2023

Master The Basics Of Hadoop Online 

Posted on by Imarticus Learning

Last Updated on 2 years ago by Imarticus Learning

Big data and Hadoop are two of the most searched terms today on the internet. The main reason behind this is that Hadoop is considered the framework of big data. 

If you are interested in learning about Hadoop, then it is important that you have some basic knowledge of big data. In this article, we will discuss big data first and then move to Hadoop and related aspects.

What is Big Data?

Big data comprises huge datasets, which are extremely large in volume and complex to store and process for traditional systems. Big data faces problems in regards to velocity, volume, and variety. 

The volume of data produced every day is simply enormous. Social media contributes to maximum data generation. The time taken for processing data varies from one enterprise to another. With big data, it is possible to have high-speed data computation. Most importantly, data is available in different formats like images, audio, video, text, and XML. With big data, it is possible to carry out analytics on different varieties of data. 

What is Hadoop?

become a Data Analyst

If you are interested in knowing how to become a data analyst or make a data scientist career, it is important that you know Hadoop and big data. Hadoop provides solutions to various big data problems. Hadoop is an emerging technology, with which you will be able to store huge volumes of datasets on a cluster of machines in a distributed manner. 

Hadoop also offers big data analytics through a distributed computing framework. Hadoop is open-source software, which was initially developed as a project by Apache Software Foundation. Since its inception, two versions of Hadoop have been released.

There are different flavors in which Hadoop is available. Some of them are MapR, Cloudera, Hortonworks, and IBM BigInsight. 

Prerequisites for Learning Hadoop

Whether you are looking to make a career as a data scientist or a data analyst, you have to know Hadoop pretty well. However, before learning Hadoop, there are certain things about which you should have a fair idea. They are as follows:

  • Basic Java concepts – Learning Java simultaneously with Hadoop or having prior knowledge in Java proves to be helpful in learning Hadoop. You can reduce functions or write maps in Hadoop by using other languages like Perl, Ruby, C, and Python. This is possible with streaming API. It supports writing to standard output and reading from standard input. There are also high-level abstraction tools in Hadoop like Hive and Pig. For these, there is no need to be familiar with Java.
  • Knowledge of some basic Linux commands – Hadoop is set over Linux operating system. Therefore, knowing some basic Linux commands is definitely an added advantage. These commands are used for downloading and uploading files from HDFS. 

Core Components of Hadoop

There are three core components of Hadoop. We will discuss them here.

  • Hadoop Distributed File System (HDFS) – Hadoop Distributed File System caters to the need for distributed storage for Hadoop. There is a master-slave topology in HFDS. While the high-end machine is the master, the general computers are the slaves.

The big data files are broken into a number of blocks. With Hadoop, these blocks are stored in a distributed manner on the cluster of slave nodes. Metadata is stored on the master machine. 

  • MapReduce – In Hadoop, MapReduce is the data processing layer. Data processing takes place in two phases. They are:
  • Map Phase – In this phase, there is the application of business logic to data. The input data gets transformed into key-value pairs. 
  • Reduce Phase – The output of Map Phase is the input of Reduce Phase. It applies aggregation depending on the important key-value pairs. 
  • YARN – It is the short form of Yet Another Resource Locator. The main components of YARN are resource manager, node manager, and job submitter. 

The main idea of YARN is to split the work of job scheduling and resource management. There is also one global resource manager and application master per application. A single application can either be one job or a DAG of jobs. 

Different Hadoop Flavours

There are different flavors of Hadoop. They are as follows:

  • Hortonworks – This is a popular distribution in the industry
  • Apache – This can be considered the vanilla flavor. The actual code resides in Apache repositories
  • MapR – It has rewritten HDFS and the HDFS is faster when compared to others
  • Cloudera – This is the most popular in the industry
  • IBM BigInsights – Proprietary distribution

Learning the Basics of Hadoop Online

The best way to learn the basics of Hadoop is online. There are many tutorials and e-books available on the web where you will have a fair knowledge of the basics of Hadoop. Many institutes like Imarticus Learning offer dedicated courses in learning big data, Hadoop, and related subjects. On the successful completion of the course, you will get certification from the institute, which will help in your professional career as well. 

Why should Java Developers learn Hadoop online in 2023?

Posted on by Imarticus Learning

Last Updated on 2 years ago by Imarticus Learning

Java is a programming language that has flourished so much over the last few years that it has attracted most students to take computer applications over commerce. As the world keeps on evolving digitally, students are considering building their career in data analytics or a career in Java programming.

Many students are choosing to learn Hadoop online to improve their computer application skills and stand out from the crowd. Since Hadoop specialises in handling huge data, it makes the developers capable of taking various challenges to improve the overall software.

Advantages of learning Hadoop online

  • Better job opportunities

IT industry requires individuals who have acquired specialised knowledge in Java and those who are well-versed in Hadoop. For developers to have specialised knowledge of Hadoop, it is essential for them to master Java. 

  • Better salaries

Once you have struggled enough to become a part of a big industry and have switched to big data Hadoop, you can earn a salary of a staggering $150,000 which is more than triple the amount of what an average American earns annually. In addition to this, once you have switched to the big data Hadoop sector, you will be tackled with bigger, harder and more complex projects, which will boost your career as a developer. You will be required to enhance your quality of work, giving you a higher scope to make a difference and prove to the company that you are a valuable resource to them.

  • Increasing demand for Hadoop professionals

In 2021, there were many investors who invested in the big data industry, upscaling the demand for Hadoop developers. Looking at these predictions and the analysis report of MRFR (Market Research Future), the sector is set to show a promising growth rate of approximately 37.30% by the end of 2023. Amongst all this, the BFSI (Banking, Financial Services and Insurance) segment has also predicted that the Hadoop big data analytics sector will ensure the top position all across the global market.

  • Disruptive technology

In all its glory, Hadoop has proven to the entire world that it is better in every domain than its competition. It is better than the traditional systems of warehousing, data analysing, cost management, etc. The entire Hadoop ecosystem goes through continuous changes and innovations, which lets it stay updated with other competitors. 

  • The king of the industry – Big data

data analytics courses

Big data has transformed itself into a domain, and Hadoop is the stepping stone to entering that domain. To have your career boosted in the big data sector and get elite jobs like big data architect and big data analyst, you are advised to learn Hadoop online. Big data has left no stone unturned. It is present in each and every domain, making organisations realise its capability and business values.

The future of Java industries

The big data segment of the IT industry has crossed the $50 billion mark, witnessing exponential growth in the past few years. Java developers have increased chances of a high payroll if they shift to big data jobs. Being a Java developer, you must have heard of big data Hadoop and how learning Hadoop increases the chance of high salaries by 250%. Most Java developers have already switched to the big data Hadoop segment to push their careers consistently, gaining expertise.

When you know the Java programming language, it is easy to acquire big data knowledge from firms which makes it a potential advantage for future Java developers who are planning to step into this field.

Conclusion

As the world keeps advancing towards digitalisation, the role of Java industries and the digital sectors related to it will only flourish. However, making progress is an essential task. Java developers need to upskill and learn Hadoop online courses to get a better career in Java programming. Imarticus offers a postgraduate program in data science and analytics, which helps students learn practical applications in data science and analytics. 

Investment Banking Operations: The Vista Ahead in 2022

Posted on by Imarticus Learning

Last Updated on 2 years ago by Imarticus Learning

Investment banking is a sector of banking operation that helps organizations or individuals with financial consultancy services and raises capital for them. Most experts believe that after the rebound from the pandemic, investment banking has a broader scope in the near future. But, it is essential to understand that investment bankers primarily act as intermediaries between investors and security issuers for making them public.

Investment Banking course

As this has myriad prospects, including substantial career opportunities, it is vital to have proper investment banking training that will provide them with adequate knowledge to pursue a career in this sector.

Although the road ahead is highly optimistic, to pursue a career in it, individuals must understand the top trends in the investment banking sector. This is necessary because, most likely based on these changes, the road ahead is going to pave the way for 2022. 

Top Trends in Investment Banking 

In 2021, this concerned sector opened plenty of opportunities for investment bankers. Based on the previous year, most experts believe that this year is also likely to be eventful and will shape the future of 2022 and beyond. So, to enter this arena, aspiring individuals must opt for investment banking courses that will allow them to learn comprehensively, aligning with the modern-day industry demands.  

A few of the trends in investment banking that have the potential for future business opportunities and higher growth are: 

  • Sustainable Finance 

Although the term ‘Sustainable Finance’ is not a new concept, this idea is now achieving new heights as more investors and stakeholders are aware of the adverse environmental impacts. This concept has taken its place after this COVID-19 pandemic. And, now most investors are showing interest in net-zero carbon emissions. As a result, sustainably-linked bonds (SLB) are currently trending and it is likely to continue due to the global climate change commitments.  

  • Private Equity 

For the revival of the Indian economy after the pandemic, private equity players have shown significant confidence in the country’s growth. In particular, the private equities in infrastructure and renewable energy and fields like pharma and IT-enabled services have deployed around USD 50 billion.

  • Mergers and Amalgamations 

The mechanism of mergers and amalgamations came into the limelight because of investment facilities. Around 80 cases of this were reported in 2020, whereas 190 were witnessed in 2021. In addition, big players such as Adani, Reliance, and Tata have shown interest in the renewable energy, pharma, and retail sectors of the Indian market. Along with this, the opening of the economy with the availability of new schemes might trigger new such mergers in the near future. 

  • IPOs

In the FY 2020-21, Indian start-ups have raised a total valuation of around USD 29 billion. This amount is significantly higher compared with the previous financial year. This happened primarily due to the surge in sectors like pharma, tech, retail, financial services, and IT. The future potential of these sectors has increased the funding and will likely continue for FY 2022. 

So, it is evident that the market is changing slowly and is likely to return to the pre-COVID times with new variables. Hence, the booming field of investment banking is expected to require more talented job seekers. Therefore, individuals must look for investment banking courses with placement opportunities to get ample opportunity to grow in the future. 

Apart from seeking courses that secure a placement, make sure that the investment banking course aligns with the latest trends, is industry connected, and covers real-world scenarios of the same. A proper course or training in this field can provide rewarding careers like financial analyst, risk management consultant, and investment banking associate. 

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