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Python Top Libraries You Need to Create ML Model

Creating a Model of Machine Learning in Python, you need two libraries. One is 'NUMPY' and the other one is 'PANDA'.


For this project, we are using Python Libraries to Create a Model.
What Are Key Libraries You Need I have explained in the below steps. You need Two.
NUMPY - It has the capabilities of CalculationsPANDA - It has the capabilities of Data processing. To Build a model of Machine learning you need the right kind of data. So, to use data for your project, the Data should be refined. Else, it will not give accurate results. Data AnalysisData Pre-processing How to Import Libraries in Pythonimportnumpy as np # linear algebra
importpandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)

How to Check NUMPY/Pandas installed After '.' you need to give double underscore on both the sides of version. 
How Many Types of Data You Need You need two types of data. One is data to build a model and the other one is data you need to test the model. Data to build…

Popular blockchain platforms to create applications

Blockchain applications are growing in the financial world. Security is the main moto behind blockchain applications. You cannot tamper a record once created.
compare blockchain

What is a platform

A platform is a place where you can develop applications.

Top Blockchain Platforms

The development need to create a project and deploy into production. So that the real use can feel by users at their end.
Ok...

Let us come to three popular platforms that are highly used in Blockchain applications:
  • HyperLedger
  • IBM BlueMix
  • Microsoft Azure

HyperLeder

  • The Hyperledger project is led by Executive Director Brian Behlendorf, who has decades of experience dating back to the original Linux Foundation and Apache Foundation, as well as being a CTO of the World Economic Forum. So it's not surprising that Hyperledger has been well received. You can learn hyper Ledger here.
  • Many of the top business and industry leaders have joined the project, including Accenture, Cisco, Fujitsu Limited, IBM, Intel, J.P. Morgan, and Wells Fargo. It has also attracted many of the top blockchain organizations.

IBM Bluemix

  • IBM is now offering blockchain technology that integrates with its traditional offerings, such as IBM Bluemix. Bluemix is an open-standards, cloud-based PaaS for building and managing applications.
  • IBM has integrated a blockchain stack from Hyperledger, which is part of the Lynx foundation and is establishing best practices in blockchain technology.

Microsoft Azure

  • In 2015, Microsoft decided to expand its Azure ecosystem using the Ethereum and Hyperledger blockchain systems. The first offering of Azure Blockchain as a Service is powered by Ethereum. List of books on Blockchain and anyone will do good.
  • Ethereum is a Turing-complete blockchain framework for build applications. Microsoft aims to build more offerings based on the blockchain technology and Hyperledger. It's also growing the Azure marketplace, while transitioning to a portal for customers on Azure.

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Hyperledger Fabric Real Interview Questions Read Today

I am practicing Hyperledger. This is one of the top listed blockchains. This architecture follows R3 Corda specifications. Sharing the interview questions with you that I have prepared for my interview.

Though Ethereum leads in the real-time applications. The latest Hyperledger version is now ready for production applications. It has now become stable for production applications.
The Hyperledger now backed by IBM. But, it is still an open source. These interview questions help you to read quickly. The below set of interview questions help you like a tutorial on Hyperledger fabric. Hyperledger Fabric Interview Questions1). What are Nodes?
In Hyperledger the communication entities are called Nodes.

2). What are the three different types of Nodes?
- Client Node
- Peer Node
- Order Node
The Client node initiates transactions. The peer node commits the transaction. The order node guarantees the delivery.

3). What is Channel?
A channel in Hyperledger is the subnet of the main blockchain. You c…