Classification of Mushrooms

I require a code for the classification of mushrooms for this dataset https://www.kaggle.com/uciml/mushroom-classification  I want the code to perform classification if the mushroom is edible or not using SVM, Decision tree, Random Forest, and Naive Bayes with their f-precision, recall, accuracy. I also want cross validation on the mentioned methods.

I also need a project report that is 4 pages, which details in the first page – 1 The problem description and task

In the second page – The attributes, the preprocessing being done on them and features.

In the third page – The models being used which and how we used it 

Fourth Page – I need the experiment results and the cross validation with the models

ppt

 

include job roles of  Python developer (do not include data engineering aspect) 

for reference ppt attached below. (include only topics)

web browser forensics

 Last week you research potential free and paid tools used for forensic analysis. This week I want you to narrow down your choice of free, or paid if you are willing to pay the cost, forensic tool(s) you will be using to analyze a web browser. Please post a discussion on what you plan to use and why you plan to use it. Also include any familiarity you have with the tool. In addition, you should be downloading and installing the tool you decide to use so that you can become familiar with it. You should then respond to at least 2 others peers on their choice. 

Attached last week assignment

Artificial Intelligence (Python lab)

This is python lab.

 Please download the zipped folder (emailClassification.zip) containing empty Python files for you to implement the support vector machines for email classification model in classifier_lingSpam.py and classifier_euron.py files within the folder. For complete details including the deadline, please download “Assignment 1 Email Spam Classification.docx” file attached here.

Please note that your assignment will be graded according to the attached Rubric. Please carefully read and check each option to work accordingly on the assignment and receive credit to the fullest possible.

Compress your assignment (i.e., the report with screenshots and your edited python files classifier_lingSpam.py, classifier_euron.py, evaluation.py and any other file you created/edited) into a zip file 

Swift Project

The challenge of this game is to collect as many as flower with the vase (catcher). Flowers fall down from the top of the screen and user will move the vase and collects flowers. In the above figure the dashed line arrows show possible movement directions of the components. In the game no dashed line will be shown. The game scene runs in gravity. The flower will be left from randomly chosen X points (Y is fix) from the top. User can swipe vase only to the right and/or left to collect them. Once the vase touches a flower, then a score is made, and that particular flower disappears with a sound (for example, http://soundbible.com/1536-Stapler.html). User will be granted 60 sec to collect as much as flowers. On the top-right corner of the game, show the remain time and score. Make sure that not many flowers will release at the same time. You may adapt a strategy to release flowers in a discrete way, such as one flower will be release every 2 – 5 seconds from random coordinates. Make sure that flower and vase sprites are not so small and/or big. A typical size for a flower is 64×64, and for vase image is 100×100. Game ends after 60 seconds, shows the score and a restart button a new game.

Big Data Homework

 The Final Portfolio Project is a comprehensive assessment of what you have learned during this course.  The Final Project has two parts: Limitations of Blockchain and Emerging Concepts.Blockchain continues to be deployed into various businesses and industries. However, Blockchain is not without its problems.  Several challenges have already been associated with the use of this technology.  Identify at least 5 key challenges to Blockchain. Additionally, discuss potential solutions to these challenges. Lastly, please discuss if we will see the limitations to blockchain be reduced or mitigated in the future.  There are several emerging concepts that are using Big Data and Blockchain Technology. Please search the internet and highlight 5 emerging concepts that are exploring the use of Blockchain and Big Data and how they are being used.Conclude your paper with a detailed conclusion section which discusses both limitations and emerging concepts. The paper needs to be approximately 6-8 pages long, including both a title page and a references page (for a total of 8-10 pages). Be sure to use proper APA formatting and citations to avoid plagiarism.Your paper should meet the following requirements:

  • Be approximately seven to ten pages in length, not including the required cover page and reference page.
  • Follow APA7 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.
  • Support your answers with the readings from the course, the course textbook, and at least ten scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. The UC Library is a great place to find supplemental resources.
  • Be clearly and well-written, concise, and logical, using excellent grammar and style techniques. You are being graded in part on the quality of your writing

lab week 8

Write SQL statements that drop the tables you created in Question 2 if they already exist. This will

prepare the database for the CREATE TABLE commands in Question 2, so that the script will execute

without errors.

Computer Homework

computer

Question 1: Please translate the MIPS instruction to Machine code- Binary.

  • Add $t1, $t2, $S0
  • addi $S1, $S2, 41
  • beq $t0, $t1, 41

Question 2: Please list and describe at least 5 different MIPS addressing.