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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…

Machine Learning Vs AI Top Concepts

Great to read this article. This is a summary of what I learned from many books and magazines. I am going to present for you a quick guide on AI vs . Let us come to the point.

1. Artificial Intelligence AI

Artificial Intelligence is the broader concept of machines being able to carry out tasks in a way that we would consider “smart”.

The theory in a way back

  • Very early European computers were conceived as “logical machines” and by reproducing capabilities such as basic arithmetic and memory, engineers saw their job, fundamentally, as attempting to create mechanical brains.
  • As progressing to the new era the technology and understanding about our mind how it works caused creation of thoughts. That thoughts now called as AI (Artificial Intelligence).
  • The artificial intelligence comes in two parts. One is Applied AI and the other one Generalised AI. When Applied AI is far more common – systems designed to intelligently trade stocks and shares, or maneuver an autonomous vehicle would fall into this category.
  • The other category is...

Generalized AIs

Systems or devices which can, in theory, handle any task – are less common, but this is where some of the most exciting advancements are happening today.

An Introduction to Machine Learning
machine learning
#Sponsored (An affiliate relation with Udemy)

2. Machine Learning

Machine Learning as the vehicle which is driving AI development forward with the speed it currently has. The father of Machine learning is Arthur Samuel in 1959.

In short, the concept of Machine learning is...

  • Rather than teaching computers everything they need to know about the world and how to do the tasks, instead it might be possible to teach them to learn themselves. This is basically called Machine Learning.
  • The second, more recently, was the emergence of the internet, and the huge increase in the amount of digital information being generated, stored and made available for analysis.
  • Once these innovations were in place, engineers realized that rather than teaching computers and machines how to do everything, it would be far more efficient to code them to think like human beings, and then plug them into the internet to give them access to all of the information in the world.


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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…