Rubix982

Rubix982

All topics

• AI Bayesian Network
• Decision Trees ID3
• K-Means Clustering
• Confusion Matrix Performance Evaluation
• Naive Bayes Classifier
• Bayes Theorem
• Probability
• Uncertainty

Rubix982

AI Lab Preparation

K Nearest Neighbors

1. Code,

# calculate the Euclidean distance between two vectors
def euclidean_distance(row1, row2):
 distance = 0.0

Rubix982

 git config --global alias.tree 'log --graph --decorate --pretty=oneline --abbrev-commit --all'

Rubix982

• Data Storage System
• Document Database, using one such as DynamoDB
  • In order to optimize the record
  • SQL systems guarantee ACID
  • Document databases are eventually
  • Python, but not always C/C++ when writing a DB engine
• Requirement Gathering
  • It depends
  • There are product based companies
• There are consulting based companies

Rubix982

import dns.resolver
import os
import json


def get_csv_domain_data():
    folder_path = str(os.path.abspath(__file__))[
        0:-len(os.path.basename(__file__))] + "data/"

    file_name = "test.csv"

Rubix982

// Courtesy of https://squidarth.com/networking/systems/rc/2018/05/28/using-raw-sockets.html
// $ gcc raw_rock.c -o raw_sock && sudo ./raw_sock

// raw_sock.c
#include<stdio.h>
#include<stdlib.h>
#include<string.h>
#include<netinet/ip.h>
#include<sys/socket.h>
#include<arpa/inet.h>

Rubix982

' ','%20',
'!','%21',
'"','%22',
'#','%23',
'$','%24',
'%','%25',
'&','%26',
''','%27',
'(','%28',
')','%29',

Rubix982

Contributor License Agreement

The following terms are used throughout this agreement:

• You - the person or legal entity including its affiliates asked to accept this agreement. An affiliate is any entity that controls or is controlled by the legal entity, or is under common control with it.
• Project - is an umbrella term that refers to any and all IOMED Medical Solution S.L. open source projects.
• Contribution - any type of work that is submitted to a Project, including any modifications or additions to existing work.
• Submitted - conveyed to a Project via a pull request, commit, issue, or any form of electronic, written, or verbal communication with IOMED Medical Solution S.L., contributors or maintainers.

1. Grant of Copyright License.

Rubix982

# For datasets starting with D
import random
for j in range(0, 10):
    n = random.randint(90,100)
    arr = []
    for i in range(0, n):
        arr.append(random.randint(0, 100))
    print(arr)

# For datasets starting with F