Seamless Data Integrator
Data Integration has been the key priority among many companies during transformation or scaling of their business activity and because of that integration or integrating Data between systems was a must without which there wasn’t a legacy being continued. Moving Data from one system to the other or migration of their legacy systems to the new system was always a challenge when it comes to communicating between two different platforms or different tech brands. At times when data was transported from one system to the other, Data was sometimes received in excel files or text files and because of which, Data could be manipulated, mismanaged or even lost when moving from one system to the other.
This is where a role of a Data Integrator comes into play where information or Data need not be kept in flat files whereas the Data Integrator can help to establish a seamless connection between your legacy and the new system to help you with Data Integration or Data Transformation jobs. Pentaho is one of the best leads in Data Transformation or Data Integration where those activities are automated with less human intervention. It comes with built in adapters to help you establish connection between multiple systems whether it may be Oracle, Microsoft, Postgres, Mongo…etc. It also doesn’t matter if Data might be present on-premise or cloud, no matter where your Data sits, Pentaho will be a seamless Data Integration to help you transform your Data at a speed never imagined.
Every Data Transformation or Data Integration job must have a workflow maintained to keep a track of the data movement happening during this process. So that at any moment in time when there is a gap or bad data, it must be able to identify those gaps and rectify. This is also where Pentaho will help you to keep track of the Data Integration activity using workflows to help you stop and be informed to improve your Data Integration job by cleaning off bad data.
Data Has The New King
The way Data has been represented has changed over the years. The age of Business Intelligence applications and software’s has brought more insight to Data and gives better clarity to the information you own. These intelligent application has a direct impact to your business and other operational decisions. Having said that there are still slacks in many of these BI applications which actually does not still give you everything you need. When people still continue to make assumptions the traditional way while they gather information, time has come where assumptions must stand away from real Facts. Therefore based on the history of Data available, more intelligent algorithms have arrived to bring you 101% guarantee in it’s facts.
Data has a new King to present guaranteed facts, it’s none other than DAX or in other words Data Analysis Expressions. These are the most intelligent algorithms present to date that bring you advanced clarity of information with less human intervention. The more you give time to humans to intervene with data, there could be chances of human errors which is quite normal. but with the introduction of DAX those errors have minimized and tremendous saving on time and cost. DAX plays a major role in bringing better insights to your historical data with less time with it’s inbuilt advanced DAX Measures. This is the new King for Data Analyst and Data Transformations. Let’s get learning DAX here.
Data Analytics Golden Rules
It may not be rocket science to interpret Data with your analytics, as everyone have their own way of understanding or reading Data and it all depends on how well have you understood the information provided. There can be many conclusions to a piece of Data, as there are many tools available today to read these information for you and provide you insights about what Data means. But the key idea behind understanding your Data is not just to interpret the information rather provide meaningful information which makes sense. This clarity to information and understanding the depth of productivity or impacts must be the strategy towards understanding your Data.
The 3 golden rules to keep in mind while understanding Data or developing Data Analysis must be based on these principles :
Make it Simple above everything and let your data not make too much noise rather provide meaningful clarity.
Don’t crowd your insights with lots of graphical representations and make it look like a crowded Data market place rather create a narrative story.
Always understand what are you trying to communicate with Data or what type of Data and finally to whom.
Following the above 3 Golden rules, must make your Data more impactful and meaningful and guide you or drive your business towards better decision making.
Data Cleansing
The real data that needs to be presented needs to be managed and formatted to the desired shape and size to make meaningful information for data that goes to be presented. Data cleansing is one of major task before you prepare your data sheets for financial analysis or summary reports about your project or data audit. Data cleansing has changed to be a major transformational job for data analysis. During this transformation you basically decide the category or type of data whether it may be a text or number. Some of the major benefits of Data Cleansing.
- It removes major errors and inconsistencies that are inevitable when multiple sources of data are being pulled into one dataset.
- Using tools to clean up data will make everyone on your team more efficient as you’ll be able to quickly get what you need from the data available to you.
- Fewer errors means happier customers and fewer frustrated employees.
- It allows you to map different data functions, and better understand what your data is intended to do, and learn where it is coming from.
Truth About Data
The importance of facts and how real are your facts will only determine the integrity of information you hold responsible is true or not. Any information that is changed from it’s original source is not considered anymore true because you never know to what extend has this piece of data changed or how much it has changed compared from it’s original source. Once you have decided to modify data to meet your criteria that’s when you have start to actually manipulate data.
Keeping Data in it’s original format or the way it was been created will be the best practice to keep up your information integrity. We almost try to change the data from the way it’s been created only because to meet your needs but at the same time we should also practice to put back the information in it’s original place or format so that the people who try to discover information will know the facts about data and it’s origin. In Data discovery integrity of information is the epitome of fact discovery else it is just a new version with a new owner. Today a lot of time is invested for data mining but it is also important that we mine information from it’s original source.
New Learning About Data
The importance of learning has changed or transformed to a new level and you haven’t learned enough unless you have known how much valuable is your data that you possessed to this date. Learn to discover data in a new way with learnmystuff.com and I am sure your journey to data discovery will get just excited. So let’s buckle up and let’s get our learning about data to a new level by joining here www.learnmystuff.com .
Power Up Data
Learn to create the most interactive reports and dashboards with the most powerful tools in Business Intelligence reporting where you can learn to present your data and valuable information in meaning full with decision making insights. Data analysis can help to better understand your customers, products or services and help you choose to make timely decisions. Once you have understood your audience well then comes the need to market them in a timely fashion so that you can actually reap the benefits for time spend on marketing your services. Having a central location for all your data makes life easy for all your service team and you to be on the same page.
Signup here https://learnmystuff.com/contact/ to get learning with Tableau or Power BI the powerful tools in Data Engineering and Data Science.
Learn with a Teacher
Learning is a need and teaching is a skill well mastered and you will never know what you learned until you had a teacher. There are many ways of learning these days whether it may be online or in-person. At the end of the day you gain knowledge either by reading what you intended to learn or someone sharing their personal experience and subject knowledge to you in person for that subject you thought about learning. I totally believe in the fact that learning should always be an experience and not just knowledge download and that experience happens in the presence of a teacher and that’s simply why teacher’s are so important in today’s world because everyone can learn easily today new things on their choice of interest, but do you care to know whether what you learn is the right thing. This is the gap in the learning curve and let us try to keep it simple with the presence of a teacher.
There was one of my students who came to me and said that he completed his graduation in certain specialized subject because he was committed to do so but never knew what was it’s applicability, now here comes the reality check. This is the time we should pause to think and analyze whether we learned for a purpose or did we learn to serve the cause. Learning is good but keep in check to learn it from the right source and this source should not be information from the internet rather words from the mouth of a teacher. With the presence of advanced technology in the modern era, getting information from the internet has become convenient and also gone to the extend of taking a first place to find the right information but how much it is true comes to the fact only when you validate what you see with a real person or a teacher. Therefore dumping information on the internet has become very easy but the reality or the facts about what you read to learn can only be made sense with a Teacher and it is the teacher that still holds the integrity of information.
Today when anyone of us falls ill the first place we consult our problems is with the internet and later you feel your problems aren’t getting anywhere only then comes the real doctor, so the trust of a doctor has taken a second place against the computer and also probably would be too late before you realize the solution. The same goes with learning things from the internet where information is available in abundance but the integrity of it is what matters in the presence of a teacher. Teachers hold themselves responsible for information and can guide you take the right information from the ocean of data called the Internet.
The Data Engineer Starts Here
Have you ever wondered what people talk about what Data Engineers do and you are not sure how to become one for yourself . This place is the perfect introduction to learn about Azure to become The Data Engineer. Microsoft Data Engineering is one of the fastest-growing and on-demand occupations among Data Science practitioners. There was an 90% year-over-year growth in job postings for data engineers, which was the highest growth rate among all technological jobs. So do not miss that opportunity to make everything possible in your life with Data and let’s start learning about Data through an interesting journey via learnmystuff so join me here and I shall be more than happy to talk and walk you through Data. Click here https://learnmystuff.com/azure-data-engineer/
It Has Been A Year – Learnmystuff
It’s has successfully been a year since the lockdown that the initiative and the journey to train and spread the word of knowledge has made me to introduce my personal website content learnmystuff.com and I would like to take this opportunity to thank all my genuine followers, readers, listeners, and kind testimonials offered to me through this platform. This journey has just started and does not stop here or let’s say the bug does not stop here and I am more than happy to continue this exciting journey in spreading the word of technology via learnmystuff.com. I also would like to specially thank wordpress.com for giving this platform for introducing myself and the brand during these times and making the platform very user friendly and convenient for creating contents or digitally marketing any products or services, without being user friendly I was pretty sure it’s never been that easy. Getting leads was never easy also in the first place when it comes to creating a new brand and having it introduced it in the marketplace, but with the help of the right technology services, marketing your brand has given you the exposure to new people and markets which was never that easy the traditional way. Thanks to the era of digital marketing and the way how it has proven it’s importance during these darkest of times, saying so you can increase your brand followers or leads digitally but when it comes to really generating business, what has actually proved it’s worth was something more powerful than the technology which was the Word Of Mouth and it was my first medium to get real revenue generating with the brand learnmystuff.com and thanks to all my supporting students and trust worthy partners in this journey.
That’s it for now and I am more than excited to continue this training journey and wish you all reading this to be part of this great learning experience by joining with me www.learnmystuff.com and I am sure to create for you a career path that is sure to be worthwhile and meaningful. Thanking you all once again. Best Wishes.
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