Today's businesses benefit most when they can respond to events in real time - as they happen. Real-time data analysis is an important part of businesses. Here is a Discussion on Apache Free Software Solutions for Data Streaming. Different data stream processing solution is suitable for different purposes. Real-time data analytics increaingly becomin important. Data-derived insights are useful, … [Read more...]
Big Data and Privacy : Data Leakage
As because app developers increasing using SaaS type platforms for application deliveries, in our earlier article on Big Data Privacy and application development, we mainly discussed maintaining compliance for the app developers. It had a vendor specific part and resources. Here is another practical discussion around Big Data and Privacy. Developer own self is vulnerable to data theft. Why we … [Read more...]
Developing Privacy Compliant Big Data Apps on IBM Cloud
The topic of big data is frequently discussed these days even among the laymen. While many of the peoples do not yet know the exact meaning of big data, those who know what big data is are all connected to data analytics on a large scale. Data protection often gets out of sight during these considerations. A key theme of this work is to make the reader aware of how big data affects privacy and … [Read more...]
What is Data Literacy And Why Data Literacy Matters
Like the phrase computer literacy is not limited to the limited ability to switch on, switch off a computer to simply use a program like Microsoft Word, the phrase data literacy has no well defined limit. What is Data Literacy? In simplest words, data literacy is the ability to understand and utilize data effectively in the context of data collection, data sharing and analysis. Data literacy is … [Read more...]
Install Jupyter Notebook and TensorFlow On Ubuntu 18.04 Server
On our earlier guides, we installed PyTorch and TensorFlow on Ubuntu server. Those guides are important to understand how to install graphics driver and installing in basic way. We have separate guides on installing Jupyter Notebook. Here is How To Install Jupyter Notebook and TensorFlow On Ubuntu 18.04 Server. It is probably easy to install Anaconda for Python packages. We have separate guides to … [Read more...]
How To Install TensorFlow on Ubuntu 18.04 Server (Nvidia GPU)
Our previous guide was on installing PyTorch. Then, why TensorFlow needed a separate guide? Is not running few commands would install TensorFlow on that setup? There are practical differences when current version of Ubuntu server considered, some way would invite crush of server out of slightly buggy packages. With symlinking somehow works and most human forget what exactly done to someway fix. … [Read more...]
How To Install PyTorch on Ubuntu 18.04 Server (Nvidia GPU)
We have discussed about GPU computing as minimally needed theoretical background. Also, in an earlier guide we have shown Nvidia CUDA tool installation on MacOS X. Here is Practical Guide On How To Install PyTorch on Ubuntu 18.04 Server With Nvidia GPU. Installation demands server architecture which has Nvidia graphics card - there are such dedicated servers available for various purposes … [Read more...]
What is GPU Computing OR General Purpose Computing on GPU?
These days, even an ordinary user probably can notice NVIDIA GPU (more specifically, NVIDIA CUDA) to be a matter of socialized technical discussions for GPU computing, such as we described in our one guide on Nvidia CUDA installation of CUDA on MacOS X. Before this era started, we used to talk about graphics card for graphical works only. Indeed, we still talk about latest graphical processors of … [Read more...]
Knowledge Discovery in Databases : Part III
In Part I of Knowledge Discovery in Databases, we discussed about the database systems, fundamentals of statistics and Big Data and fundamentals of knowledge discovery in databases. In second part of Knowledge Discovery in Databases, we discussed the process of the Knowledge Discovery in Databases and Methods of the Knowledge Discovery in Databases. In This Third Part of Knowledge Discovery in … [Read more...]
Knowledge Discovery in Databases : Part II
In Part I of Knowledge Discovery in Databases, we discussed about the database systems, fundamentals of statistics and Big Data and fundamentals of knowledge discovery in databases. In this second part of Knowledge Discovery in Databases, we will discuss the process of the Knowledge Discovery in Databases and Methods of the Knowledge Discovery in Databases. Overall, knowledge discovery in … [Read more...]
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