Data Mining

Total Assignments: 152

Implement L2 regularized linear regression algorithm with λ ranging from 0 to 150 (integers only). For each of the 6 dataset, plot both the training set MSE and the test set MSE as a function of λ (x-axis) in one graph.

Start the experiment by creating 3 additional training files from the train-1000-100.csv by taking the first 50, 100, and 150 instances respectively. Call them: train-50(1000)- 100.csv, train-100(1000)-100.csv, train-150(1000)-100.csv. The corresponding test file for these dataset would be test-1000-100.csv and no modification is needed. 1. Implement L2 regularized linear regression algorithm with λ ranging from 0 to 150 (integers only). For each of the 6 dataset, plot both the training s...

For parameter ‘Dissolved Ammonia’, sample date less than ‘2016-04-30’, and station 10 or 87, list station information as shown below along with result and column MaxR, which is the maximum value of result for each station for the mentioned restrictions.

Project 1     ISM 6205   MSIS   Spring 2020   Batra Write SQL queries for the following from the database Waterlab. For queries 1, 2, and 4, you may optionally use the With clause.   1.  For parameter ‘Dissolved Ammonia’, sample date less than ‘2016-04-30’, and station 10 or 87, list station information as shown below along ...

For this assignment, you are required to identify and develop one (or more) visualisation(s) for the given multidimensional data set using existing software or programming platform, (e.g. Tableau, TabuVis, R, etc.).

Assignment Details For this assignment, you are required to identify and develop one (or more) visualisation(s) for the given multidimensional data set using existing software or programming platform, (e.g. Tableau, TabuVis, R, etc.). Based the visualisations, you can explore to find insight, patterns, ir(regularity) and interesting property from the visualisation. You are also required to write a report (up to 1000 words) on the following aspects: ...

Extract the Titanic dataset and exclude any rows that are missing the Age of the ship passenger(Add filter by the add button in the top-right of the data panel).

1) Extract the Titanic dataset and exclude any rows that are missing the  Age of the ship passenger(Add filter by the add button in the top-right of the data panel).2) Create a new column in the Titanic dataset that discretized the Age Group, with  Age values > 16 reflected as "Adult" and those not > 16 as "Child" (Group the data, or do it in Excel by using the I...

Your colleague has come up with a great piece of code to do handwriting recognition.

Your colleague has come up with a great piece of code to do handwriting recognition. They mentioned that it works perfectly with 100% accuracy and wants to get your opinion. The actual data set is much larger, and your colleague hasn’t commented the code. ...

Data mining in the Bank sector " research paper Title, I want to request writing data mining Techniques to add in the paper with references and useful explanation.

Regarding " Data mining in the Bank sector " research paper Title, I want to request writing data mining Techniques to add in the paper with references and useful explanation. like this paper see the technique part :https://pdfs.semanticscholar.org/03a9/4c3cc25abb6151817fbdc62c436d85a1482d.pdf...

Read this assignment thoroughly before you proceed. Failure to follow instructions can affect your grade.

Instructions 1. Read this assignment thoroughly before you proceed. Failure to follow instructions can affect your grade. 2. Download the database schema a2.ddl from the course website. 3. Download the file a2.sql from the course website. 4. Download the java skeleton file Assignment2.java from the course website. 5. Submit your work electronically using UNIX submit. Your submission must include the following files: a) a2.sql your queries f...

The US organization is interested in using business intelligence solutions to help with strategic decision making and has asked you to demonstrate how BI tools can analyze data selected from a public dataset.

You have been hired as a consultant to present a BI framework to an US organization. The US organization is interested in using business intelligence solutions to help with strategic decision making and has asked you to demonstrate how BI tools can analyze data selected from a public dataset. You will provide a written and oral presentation of your BI solution implementation to the stakeholders of the US organization.Your BI solution should include:...

Complete the following exercises located at the end of each chapter and put them into a Word document to be submitted as directed by the instructor.

Complete the following exercises located at the end of each chapter and put them into a Word document to be submitted as directed by the instructor. Show all relevant work; use the equation editor in Microsoft Word when necessary.   ...

dataset that you will be using can be found here:

intro to python homework template and instructions can be found here: https://colab.research.google.com/drive/1wF49o8wW9rYd_MEbJCPgFSU2j2n9p-Fz#scrollTo=I2oMVOBDYKlUdataset that you will be using can be found here: https://drive.google.com/open?id=1CZcVkf0Wh4LMjZBefO7sDPEbXLjuuu4X...

Using R Programing Resolve The Problem Below. Create A Word Document With All Screen Images Of Your Work In R, Provide Narrative Of All Your Answers

I need this answered in a word document in APA format   Using R programing resolve the problem below. Create a word document with all screen images of your work in R, provide narrative of all your answers ...

As part of the formal assessment for the programme you are required to submit a Data Handling and Decision Making report.

Date for Submission: Please refer to the timetable on ilearn (The submission portal on ilearn will close at 14:00 UK time on the date of submission)As part of the formal assessment for the programme you are required to submit a Data Handling and Decision Making report. Please refer to your Student Handbook for full details of the programme assessment scheme and general information on preparing and submitting assignments. Learning Outcomes (LO): ...

HERE IS WHERE YOU CAN WORK ON PLEASE CHECK THIS AND WORK ON THIS PLATFORM BOOKCLUB Database

Directions: For each question, answer the question in a document to upload to Canvas and include screenshots of the queries and results. If possible, include in your screenshot unique identifying information, such as a tab open in your browser, your name on the computer,...

bokeh.models import ColumnDataSource, Button, Select, Div from bokeh.sampledata.

#!/usr/bin/env python # coding: utf-8 # In[1]: import numpy as np from bokeh.models import ColumnDataSource, Button, Select, Div from bokeh.sampledata.iris import flowers from bokeh.plotting import figure, curdoc, show from bokeh.layouts import column, row # In[2]: # read and store the dataset data = flowers.copy(deep=True) data = data.drop(['species'], axis=1) # In[194]: dist_matrix = np.empty((m, k)) for i in rang...