BI vs Data Science - The difference

In a world where jargons are increasingly sued and encouraged, it is common for students of Data science training in Pune to get confused between Business Intelligence (BI) and Data Science. If you too face this dilemma then you are at the right place. In this post, we will have a look at the differences between the two vastly popular terms, so that you can get your facts straight.

1 – What it entails

BI is more straightforward as compared to data science. While BI is concerned with the presentation of data that has been analyzed, data science goes one step back and is concerned with the actual analysis of the data (including its pre-processing and cleaning).

Those who are opting for Data science training in Pune would know that data science uses complex tools and algorithms to predict or analyze what could happen and forecast the future with a better degree of accuracy.

So, while BI would answer “What has happened (summary) and what should be changed?”, data science would focus more on “Why it has happened and what will happen in the future?”

2 – Technology difference

It can be said that BI analysts explore past trends and present it to the stakeholders, while data science tries to forecast the future using the past trends and evolving dynamic variables associated with it.

As any trainee in Data science course training in Pune  would corroborate, a data scientist will help mitigate the risks involved in an uncertain future. This is done by providing valuable information like topline, risk predictions, and costs forecast.

3 – Vocational difference

If you are looking to complete Data science training in Pune and start a career in data science then remember that this field is far more extensive than BI. The main objective of BI would be to assist in letting the management make business decisions that impact their growth in the right way.

On the other hand, an executive working after completing the Data science training in Pune would need to arrive at decisions using algorithms, past data, and predictive modelling. They will need hands-on experience on languages like R, SQL, and Python in order to be effective at their job.

With these differences, hope it is clear for a student of Data science training in Pune about the difference between Business Intelligence (BI) and Data Science. Do write to us and let us know your views.

SAS Windows and Code Structures Worth Knowing

An important component of SAS Training In Mumbai is the number of windows and code structures that a programmer has to work with. Today we look at the major types of SAS window interfaces and the key code structures types

SAS Windows

With SAS windows, SAS Training In  Mumbai becomes smarter and more effective. It contains a lot of utilities needed in code execution and compilation.

• Code window

This is the editor interface. It is used by coders to start coding from scratch

• Log window

This windows shows the status of your program execution. It shows all the error messages and alerts that come up during the code compilation

• Output window

When you write a particular code, you will need to see the output for the same. The output window will show you the output you will write in the editor

• Result window

This view shows all the results of different modules / programs running in a single session. Needless to say, when the session is over the result widow is reset to blank

• Explore window 

This feature of SAS Display Manager lets users access to the contents of SAS data sets and catalogs with their metadata.

SAS Code Structures

Students of SAS Training In Pune  will also note about the different types of code structures needed to compile in SAS

-          DATA – This step create the SAS data set and then passes the data onto a PROC step

-          PROC – This step is used to process the data with the given SAS commands

There are some rules in order to build a valid code structure in SAS program

-          Nearly every line of code will begin with DATA or PROC

-          You can use the RUN or QUIT command to end the SAS code

-          A semi colon is necessary at the end of every line of code

-          You can write each code in a separate line or write multiple codes in single line. Of course each code must end with a semi-colon

-          SAS codes are not case sensitive. So commands given in full caps or regular way will still compile in SAS

-          You can define a new user- defined library by providing the command LIBNAME. These are permanent libraries.

To wrap up

Hope your SAS training Mumbai will be augmented with this knowledge about SAS window interfaces and the key code structures.

Data Science and its Applications in HR

One of the exciting fields for students passing a course in Data Science Training Pune is to get into HR analytics. With the power of analytics available to HR managers, they have more than just ‘instincts’ to go with at every stage of the talent development process – right from interviewing and on-boarding to performance appraisals and exit interviews. 

With bright young minds passing Data Science Training In Pune these decisions become increasingly accurate and meaningful. Hence it is no surprise that companies are investing big time to bring on-board data scientists, analysts, statisticians, and data preparation experts.

What do they do?

For a student of interested in making it big in HR analytics, here is a glimpse of what they do. These specialists work with the HR teams to devise, design, and deploy well-defined analytics that seeks to meet the organizational goal as far as its people are concerned. A great HR analytics too will utilize HR data and interpret this big data to transform numbers into useful insights.

Benefits of HR analytics

1 – Better decisions on hiring and interviewing

Historical data of job seekers can be analyzed to improve hiring decisions made by trainees from DataScience Training Course in Pune. With the help of predictive modelling you can take decisions and strengthen your hiring function.

For instance if you hired 30 candidates and 15 out of them from a particular historical data may fail at the job duties, then there are high chances that you may not hire people from similar backgrounds again in the future. With a lot of data from other recruiters’ databases, social media, and applications, HR analytics can be truly boosted with the help of data science training Pune.

2 – Better training

Training is a major cost overhead needed to bring new employees in sync with the culture and ways of working within an organization. Gaps in training at major milestones of an employee’s life and lead to many problems. A good student of Data Science Training Pune will look at the multiple patterns and see how to best optimize training in order to attain maximum yields for a lower cost.    

With these benefits it makes total sense for a student of Data Science Training Pune to look at HR analytics as one of the more lucrative career options. He can get total training in data science methods to apply in corporate real life.

The Role of a Data Scientist in Business

If you are undergoing Data Science Training Mumbai then you may wonder about the importance of a data scientist in a real life corporate world. Let’s cover the job responsibilities that a data scientist carried out to add relevance and context to decision making.

Big data analytics and data science have now made significant inroads into different industries and multiple functions, thanks to the value they provide in business decisions.

With data science businesses can enhance product development as per their specific customers’ preferences. They help deliver a better user experience to customers. But that’s not all, Data science course Training in mumbai students would discover that data science also makes decision making faster and more data backed, rather than going in blindly.

Here are some activities that Data science training Mumbai students would look forward to

1 – Cleaning data sets

Data sets are received from diverse sources and in various formats. A data scientist is tasked with preparing the data without losing its integrity or reliance. He manages the data deluge and prepares the infrastructure needed to store it the smart way in order to facilitate the further processes of analytics and visualization. This makes the entire management decision making process more fruitful and intelligent

2 – Next gen innovation

With the help of trainees fresh out of data science training Mumbai, the chief data scientist can augment daily responsibilities with innovative measures like machine learning algorithms, deep learning, predictive modelling, and accurate forecasting. While not all emerging companies would be ready for widespread innovation, a data scientist would help bring in the processes and infrastructure needed to foster innovation across the board

3 – Better profitability

With the functions of data set cleaning as well as collecting data assets strategically, a data scientist can add direct value to the business top lines. Trainees of data science training Mumbai are a vital asset to companies that leverage data for their growth. Bringing on board data science executives will help liberate helpful insights from data for maximum business benefits.

It is clear to students of data science training Mumbai that the field of data science offers a lot of potential for executives to excel at various responsibilities. Almost 3/4^th of the responsibilities involve making sense of the huge influx of data that hits an organization. Towards this they can collect the data and prepare it for better analytics and data visualization outcomes.

Should you change your career to enter Blockchain?

Millions of dollars are being pumped into the new age technology of today’s times – Blockchain. Right from the financial services industry and entertainment, to healthcare and life sciences, students of Blockchain Training in Mumbai would attest that there are some peculiar features of the technology. Features like immutability and decentralized architecture make it a hit with multiple industries through wide cases of practical applications

So if you are planning to make a transition into Blockchain, here are some reasons why this technology can be a great professional move on your part

1 – It is being well funded

Right from ICOs to institutional investors, many parties are highly interested in this disruptive technology. It is no wonder that money is flowing in for Blockchain from many streams. Many individual investors too are investing into this through the huge variety of exchanges and on-boarding infrastructure. An example is Golem which has yet to have an alpha product on its portfolio, and yet is valued at over $240 million. This is the pull of serious money that Bitcoin and its underlying architecture – Blockchain has.

2 – Lot of job generation potential

It is but obvious, the massive demand we saw in point 1 above will drive a significant boost in employment in this particular technology. Right from information architect and security experts, to data mining veterans and systems integration experts, there are quite a lot of job responsivities to be filled. If you are doing Blockchain training in Mumbai then this would be a vital motivator for your continued training. Even experts in sales, marketing, and communications are in demand and the demand is only expected to jump in the near future.

3 – Better assets digitization

Today smart contracts and cryptocurrencies are the biggest examples of how Blockchain is used to digitize assets, keep it safe from unwanted hacks, and maintain is integrity and confidentiality. As time goes by innovative minds will bring about unique applications for Blockchain that will not only elevate the level of trust but also boost process efficiency and enable transparency in a transaction between two parties. 

To wrap up

With these reasons, it makes perfect sense to get into Blockchain and carve out a lucrative career. For this the right first step to take would be to enroll in a comprehensive Blockchain training in Mumbai and get all-round training on this interesting technology.

Why Pygame is good for development?

For students undergoing Python training in Mumbai, they must have come across Pygame. It is one of the better known set of Python modules available for developers tor creating video games. Here are three reasons why Pygame is a better choice of game development platform for beginners

1 – Coding is simplified

Students of Python training in Mumbai would know that Pygame is based on Python, the hugely popular coding language worldwide. For young minds, they start off with writing in one file and a single block of code. Prior to going into classes or functions, they can start with rudimentary code.

Once the program starts growing long, the students will naturally try to break it into smaller portions for better code management. By learning about programming language syntax (minus the GUI and color component of HTML/CSS which can tend to be distracting with its visual appeal). It’s better to start off with command based programming via Python training in Mumbai to understand the basics of programming before moving on to typography, colors, and fonts associated with HTML/CSS.

2 – Easy to install

Pygame is one of the few languages where the package is pretty easy to install and get started. Even universal configuration hardly takes any time. Students of Python training in Mumbai can use Python Wheels and see Pygame un-package itself the right way without much hassles.

You can also visit Pygame installation documentation in case you run into any issues during the package installation. Compare this to an alternative like Phaser, and what you see is that you need a lot of things to do to configure JavaScript within the HTML / CSS document. Also Phaser based HTML applications will not render properly on the browser because of the same-origin policy.   

3 – Better identification of global variables

In Python and JavaScript it is easy to dynamically change the characteristic of the variable. When it is assigned, a variable can become a string, float, or number. It is interesting to note for students of Python training in Mumbai that both Python and JavaScript support local and global variables. In Python, the global variables are identified with a global keyword, in case is it defined inside a function. This makes the global variable easy to identify in a block of code.

Students undergoing Python training in Mumbai will now know why Pygame is better at game development than alternatives like Phaser.

Why Data Science matters for Business owners?

Many students and working executives are now opting for cutting edge courses for Data Science Training in Pune. With advanced course curriculum and practical hands on training chosen institutes do manage to successfully inculcate the basic concepts of data science in the minds of young working professionals. In turn, they are able to deliver stellar value in terms of on-job efficacy and robust productivity.

Why is data science important? 

Big data is all around us. Be it social media, opinions on products purchased online, a product review, there are tons of data that is available all around us. Smart companies are looking to leverage this data to their advantage – by making customer service better than before and making their products as per the preferences of the customers.

For this, they need proper insights form the big data. Data science helps transform these mere numbers to actionable insights. Hence it is not wonder that businesses across the world are actively recruiting data science specials who have had good Data Science Training in Pune.

1 – Better influence with data driven evidence – Students of Data Science Training in Pune would know the power of proving hypotheses right or wrong. A data scientist helps to uncover evidence to support hypotheses, and generally drives decision making the right direction. Without a data scientist, all a business would have is a massive bunch of numbers on their hands which would not make sense to any of the business stakeholders.

2 – Better decision making – Rather than groping in the dark a data scientist empower business management to take data driven decisions. This ensures that there is lower risk associated with each decision. In addition going as per the strategically articulated visualization and reports from a data scientist the business management has a higher likelihood to transform strategies to serve their customers better.

3 – Goal defining made easy – In an uncertain business climate it is very difficult to make decisions without the support of data. Data helps uncover trends and patterns. This insight can be utilized to carve out goals for the future. For instance, data science may predict that the sales of water bottles are higher just before the school season starts. So retailers can update their assortment based on this insight.

It is obvious for a student of Data Science Training in Pune that there is immense business value to be provided with the help of data science. All that is needed is a dedication to the craft ad willingness to help the business owners with your skills.