Objective: Design a database for a company hosting conferences for start-up Tech companies to present their businesses and seek venture...

My notes on Kernel Ridge Regression

Database: WEATHER_STATIONS Table: STATION_DATA CREATE TABLE STATION_DATA ( station_number INTEGER, report_code VARCHAR, year ...

Database: WEATHER_STATIONS Table: STATION_DATA CREATE TABLE STATION_DATA ( station_number INTEGER, report_code VARCHAR, year ...

SELECT Database: REXON_METALS Table: CUSTOMER CREATE TABLE CUSTOMER ( CUSTOMER_ID INTEGER PRIMARY KEY AUTOINCREMENT NOT NULL, NAME ...

Train an AI to generate fake human writings of numbers 0 to 9. Two-model architecture: Generator & Discriminator. Data Prep...

CIFAR-10 Dataset. 10 classes. RGB images, 32x32. PyTorch. Data Preparation from torchvision import datasets, transforms from...

Background The focus of this study will be to trace the information flow, i.e., the flow of data from the very beginning as an input, to...

Loading Face datasets. Show face examples. import matplotlib.pyplot as plt import numpy as np import scipy.io allfaces_load =...

import matplotlib.pyplot as plt %matplotlib inline import cv2 import numpy as np def printm(X): print(f"{X}, {X.shape}\n") Image...

Examine whether pressure and power are two main explanatory variables to uniformity (UNIF1 and UNIF2) and selectivity (SELECT), where...

A certain area of land was used for testing 4 varieties of corn represented by 4 levels of the variable VARIETY (c1, c2, c3, c4). Due to...

data pottery; input Site $2-14 Al Fe Mg Ca Na; datalines; Llanederyn 14.4 7.00 4.30 0.15 0.51 Llanederyn 13.8 7.08 3.43 0.12 0.17...

Investigate: species effect on sepal, petal widths and length. Datasets.sas data iris; infile '/home/u60665181/_Storage/iris.dat'; input...

Investigate: sex effect on height, chest, mid-upper arm circumference amongst 2-yrs-old children. Datasets.sas data measures; /*2-yrs-old...

Standardization Let [x1, x2, ..., xn] and max(xi) = m, min(xi) = n Just transform xi into (xi-m)/(m-n) (Min-max Feature Scaling)...

1. Directional Derivative, D_u f(a). The rate of change of function f at point a, when move in the direction of a unit vector u. 2....

Problem: A customer is managing a farm in the Washington State. The farm is the longest-running elk farm for generations, and has been...

Using Azure Text Analytics Objective: A company receives a good amount of customer review. To facilitate processing, employ Text...