MQTT Protocol Implementation using Cloud Environment

Message Queuing Telemetry Transport (MQTT) refers to the protocol and high performance technology for Internet of Things (IoT) as well as cloud based environment.

Assorted cloud platforms are available to implement the MQTT on enormous aspects and parameters

• https://www.cloudmqtt.com/
• https://myqtthub.com/en
• http://www.dioty.co/
• http://www.maqiatto.com/
• https://www.hivemq.com/
• http://mosquitto.org

Using IFTTT for IoT Implementation

IF This Then That (IFTTT) https://ifttt.com is one of the very prominent platforms for the implementation of IoT based environment. It can be integrated for smart devices and wireless integrated applications so that the real time communication can take place.

Random Forest Approach

Random Forest Approach

• Formation of many decision trees by trying different combinations
• Best output is accepted on Voting
• Noise Automatically Removed

DOCTORS / MEDICAL PRACTITIONERS

Every doctor tells the patient after giving medicine that come after 2-3 days. By this way, the doctors hit-and-trial different combinations. This is Random Forest Approach

Medicine-1:        X       Y       Z       Come after 2 days

Medicine-2:        X       W      Z       Come after 2 days

Patient OK

Another Patient: X      W      Z

Patient OK

Finally the doctor counts the highest occurrences of X and Z in each

https://youtu.be/xJu-hlJ3TAg

Using Tabula for Extraction of Tables from PDF Files

Data Tables or Comparison Tables from PDF files can be copied or can be extracted using Tabula Software. It is free and open source software available on http://tabula.technology/

Any type of data tables can be fetched using Tabula

https://youtu.be/NvcTIZ2Je50

https://youtu.be/tJNUx1ecDqk

Free Datasets For Research on IEEE Data Port

IEEE Provides free datasets for Research in Multiple Domains. These datasets are benchmark datasets and can be used by the researchers, academicians, data scientists and professors for the research work.

Categories of the Datasets include the following

• Computational Intelligence 
• Computer Vision 
• Standards Research Data 
• Social Sciences 
• Sensors 
• Cloud Computing 
• Astronomy 
• IoT 
• Demographic 
• Ecology 
• Reliability 
• Signal Processing 
• Other 
• Financial 
• Communications 
• Geoscience and Remote Sensing 
• Environmental 
• Biomedical and Health Sciences 
• Power and Energy 
• Machine Learning 
• Biophysiological Signals 
• Security 
• Image Processing 
• Image Fusion 
• Artificial Intelligence

https://www.youtube.com/watch?v=nnGgJzoz6dI

https://www.youtube.com/watch?v=AhdABTEUvz4

Data Lake Vs. Data Warehouse

Data Lake is one of the key terms in Data Science and Analytics. Data Lake is having the data in structured or unstructured format or in whatever format it is available. In case of data warehouse, the dataset is already cleaned and pre-processed

There are many other differences

Secure Your Private Information | WhatsApp Security | E-mail Security

Now days, the privacy breach attempts are increasing globally because of opening the unknown links received on E-mail, WhatsApp or SMS.

We should not click on the unknown hyperlinks to secure the privacy and to avoid the leakage of our location, IP address and many other parameters