Cs 7641 machine learning syllabus

A magnifying glass. It indicates, "Click to perform a search". yf. vo 16 ft roof panels This is a learning path containing the materials, notes, and code to help with preparation for the Machine Learning course at GATECH as taught in the OMSCS ...2014. 3. 10. ... Take Machine Learning 1: Supervised Learning https://www.udacity.com/course/ud675.Georgia Institute of Technology Course Syllabus: CS6250 Computer Networks 1 Term: Spring 2023 Mode of Delivery: 100% Delivered on Canvas Dates course runs: Jan 9 th – May 4 th, 2023 Instructor Information Dr. Maria Konte Email: [email protected] Johann Lau, Head TA Please contact the instructor team through Edstem using a private post to ‘ … best water softener consumer reports Download the CS-UY 4533 syllabus CS-UY4563 Please refer to the bulletin for more information CS-UY4613 Please refer to the bulletin for more information CS-UY4753 Please refer to the bulletin for more information Download the CS-UY 4753 syllabus CS-UY4793 Please refer to the bulletin for more information Download the CS-UY 4793 syllabus CS 4641: Machine Learning is a 3-credit Computer Science course about machine learning. The graduate level of the course is CS 7641, which has additional homework problems. Overview Machine learning is the task of having computer learn from data to make predictions, insights, or decisions. hometown iga weekly ad View cs_7641_syllabus_and_schedule_2023-1.pdf from CS 7641 at Georgia Institute Of Technology. 012345ÿ7899 24 OP9JPQÿ1 ÿNR5ÿR1 5ÿ9J ...CS 7641 Machine Learning Preparation Advice CS 7641 Machine Learning is not an impossible course. But it is a hard course. before you can start working on the first assignment. CS 7641's Syllabus is very similar to this one (cc.gatech/~isbell/classes/2009/cs7641_spring/)Unit 1: Regression with linear and neighbor methods Unit 2: Classification with linear and neighbor methods Unit 3: Neural networks Unit 4: Trees and ensembles Unit 5: Kernel methods Unit 6: Recommendation Systems We will also provide some brief exposure to unsupervised learning and reinforcement learning. streamelements dice roll commandDatasets for CS 7641: Machine Learning. Currently I am planning to use the Red Wine Quality dataset for this course. But I am having trouble selecting a second dataset. Some of the other ones include the Diabetes dataset and the Breast Cancer dataset. But I am afraid they are too similar in terms of instances and features to the Red Wine one ...View cs_7641_syllabus_and_schedule_2023-1.pdf from CS 7641 at Georgia Institute Of Technology. 012345ÿ7899 24 OP9JPQÿ1 ÿNR5ÿR1 5ÿ9J ... 1951 ford victoria for sale CS 7641 - Machine Learning ISYE 7406 - Data Mining and Statistical Learning CSE 6740 - Computational Data Analysis: Learning, Mining, and Computation ISYE 8803 - Statistical Machine Learning ISYE 6402 - Time Series Analysis ISYE 8803 - High Dimensional Analytics ISYE 6404 - Nonparametric Data AnalysisSyllabus: The class is split into three components, homework assignments (6 of them, worth 30%), projects (3 of them, worth 45%) and a final exam (25%). Homework Assignments:This post is a guide on taking CS 7641: Machine Learning offered at OMSCS (Georgia Tech's Online MS in Computer Science). It is framed as a set of tips for students planning on taking the course ...Take a peek at the syllabus and assignments. Try imagining or sketching how you would solve them. AFAICR some old version of the syllabus and assignments are available on edX for the class. Read the Mitchell book as well. It's a bit boring IMHO but it will help you. You can usually skip the chapters that are not covered in the syllabus.CS 7641 Machine Learning Preparation Advice CS 7641 Machine Learning is not an impossible course. But it is a hard course. before you can start working on the first assignment. CS 7641's Syllabus is very similar to this one (cc.gatech/~isbell/classes/2009/cs7641_spring/) serial killer in blaine mn Course Syllabus CS 6262: Network Security Professor Wenke Lee 1 Spring 2023 Delivery: 100% Web-Based, Synchronous Offered on: Canvas Dates course: Jan 9 – May 5, 2023 Instructor Information Dr. Wenke Lee Office: Coda E0964B Weekly Office Hours via Blue Jeans per announcements Email: [email protected] General Course Information …Machine Learning Assignment 1 CS 7641 Machine Learning More info Download Save This is a preview Do you want full access? Go Premium and unlock all 12 pages Access to all documents Get Unlimited Downloads Improve your grades Upload Share your documents to unlock Free Trial Get 30 days of free Premium Already Premium? Log in out of 12DEPARTMENT OF COMPUTER SCIENCE. Syllabus, Fall 2022 CSCI 6522: Advanced Machine Learning II. Lecture: Monday, Wednesday, Friday: 10:00 AM to 10:50 AM. Zoom Link and Passcode to attend the class – Zoom ID: 845 0340 8228 Passcode: 118552 automotive detailing near me Machine Learning: CS-7641 was my 8th course for the OMSCS program and is by far the worst I’ve experienced. If this had been my first course, I likely would have dropped out suspecting that all of the other courses were of the same poor quality. class="algoSlug_icon" data-priority="2">Web. Machine learning engineering is a thriving discipline at the interface of software development and machine learning . …6. pseddit • 2 yr. ago. Watch the lectures ahead of time and learn an ML framework like scikit-learn. 3. Spacedancer-39 • 2 yr. ago. Your main task in the class is analyzing ML performance. To prepare, it’s best to already know well how to implement common ML algs and plot the results. captain cod food truck schedule Machine Learning: CS-7641 was my 8th course for the OMSCS program and is by far the worst I’ve experienced. If this had been my first course, I likely would have dropped out …CS7641 Machine Learning Syllabus Syllabus Table of contents Course Summary: CS7641-SL ... Learning Machine-Learning Trading Visualization Data …A magnifying glass. It indicates, "Click to perform a search". if. yd unblocked game 66 See the full article here: https://coolstercodes.com/georgia-tech-omscs-machine-learning-review-cs-7641/This post is a guide on taking CS 7641: Machine Learning offered at OMSCS (Georgia Tech's Online MS in Computer Science). It is framed as a set of tips for students planning on taking the course ... blox fruit chest farm script 2022 CS 7641 Syllabus! Machine Learning is that area of Artificial Intelligence that is concerned with computational artifacts that modify and improve their performance through experience. The area is concerned with issues both theoretical and practical.View cs_7641_syllabus_and_schedule_2023-1.pdf from CS 7641 at Georgia Institute Of Technology. 012345ÿ7899 24 OP9JPQÿ1 ÿNR5ÿR1 5ÿ9J ...Course Syllabus CS 6262: Network Security Professor Wenke Lee 1 Spring 2023 Delivery: 100% Web-Based, Synchronous Offered on: Canvas Dates course: Jan 9 - May 5, 2023 Instructor Information Dr. Wenke Lee Office: Coda E0964B Weekly Office Hours via Blue Jeans per announcements Email: [email protected] General Course Information Learning Objectives This is a graduate-level network security ... six flags membership cancellation Georgia Institute Of Technology CS CS 7641 Syllabus.pdf - CSE6740/ISYE6740/CS7641 Computational Data Analysis/Machine Learning Fall 2017 Instructor: Tuo Zhao Time and Location: TTh 3:00-4:15pm, Syllabus.pdf - CSE6740/ISYE6740/CS7641 Computational Data... School Georgia Institute Of Technology Course Title CS 7641 Type Essay Uploaded By a2301133CS 4803/8803 3DU Syllabus 1. Outline. 1. Outline; 2. Course Description; 3. Course Goals; 4. ... (but not required). This class will count as a pick-list course for either the Media or People Threads. I taught CS 3451 this past ... both of which are available online via Georgia Tech library subscriptions: 3D User Interfaces, Second Edition. biggest ass anal GitHub - mohamedameen93/CS-7641-Machine-Learning-Notes: In this repository, I will publish my notes for GaTech's Machine Learning course CS7641. mohamedameen93 / CS-7641-Machine-Learning-Notes Public master 1 branch 0 tags Go to file Code mohamedameen93 Delete docs directory 84c2936 on Jan 19, 2021 44 commits Tom Mitchell Slides Folder name typoCS229: Machine Learning Syllabus and Course Schedule This table will be updated regularly through the quarter to reflect what was covered, along with corresponding readings and notes.Below is the calendar for the Summer 2021 CS7646 class. Note that assignment due dates are all Sundays at 11:59 PM Anywhere on Earth time. All assignments are finalized 3 …Collegedunia: Top Colleges, Universities & Institutes in India ... bmw navigation update 2022 cs_7641_syllabus_and_schedule_2023-1.pdf - 012345ÿ7899 24 OP9JPQÿ1 ÿNR5ÿR1 5ÿ9J QÿN1ÿNR5ÿ95SNÿ1T53ÿNR535ÿ41 5UR535ÿJSÿ812ÿU NÿN1ÿ35 VÿV5N J94ÿ 12NÿNR5 You will note that the syllabus for that particular course suggests at least some tentative background in some machine learning techniques as well. Having said all that, the most important prerequisite for enjoying and doing well in this class is your interest in the material. I say that every semester and I know it sounds trite, but it's true.Taking CS 7641: Machine Learning in the Fall 2022 Semester. Previously taken classes: Fall 2021, CS 6035: Introduction to Information Security. Grade Earned: A.<br>Winter 2022, CS 6200: Graduate ...Machine Learning. Modeling and Simulations. Scientific Computing. ... CS 7641. Machine Learning: Electives: Pick three (3) courses from Perception and Robotics, with at least one from each: 9: Perception: CS 6475. Computational Photography: CS 6476. Introduction to Computer Vision GR: CS 7499. chevy 327 torque specifications CS 7641 Syllabus! Machine Learning is that area of Artificial Intelligence that is concerned with computational artifacts that modify and improve their performance through experience. The area is concerned with issues both theoretical and practical. Datasets for CS 7641: Machine Learning. Currently I am planning to use the Red Wine Quality dataset for this course. But I am having trouble selecting a second dataset. Some of the other ones include the Diabetes dataset and the Breast Cancer dataset. But I am afraid they are too similar in terms of instances and features to the Red Wine one ...This post is a guide on taking CS 7641: Machine Learning offered at OMSCS (Georgia Tech's Online MS in Computer Science). It is framed as a set of tips for students planning on taking the course ... where is lyndie irons from CS 1XXX. Computer Sci Elective. 1-21 Credit Hours. CS 2050. Introduction to Discrete Mathematics for Computer Science. 3 Credit Hours. Proof methods, strategy, correctness of algorithms over discrete structures. Induction and recursion. Complexity and order of growth. Number theoretic principles and algorithms. Counting and computability.Course Syllabus Information Security Lab: System and Network Defenses Professor Wenke Lee 2 involve implementing an Android malware clustering algorithm that atomically classify Android malware and gray-ware. 7. Machine learning for security analytics: we will first study how machine learning algorithms, in particular, deep learning, can be used to automatically produce security models such as ...Topics to be covered by cs584 in this semester include: overview of machine learning techniques, parametric regression, supervised learning, neural networks, support vector machines, computational learning theory, unsupervised learning, dimensionality reduction, graphical and sequential models. harley davidson high idle problem CS 7641 & 4641 Machine Learning Spring 2009 TTh 1:30p-3:00 College of Computing Building Room 101 http://www.cc.gatech.edu/classes/AY2009/cs7641_spring/ Instructor: Charles Isbell, [email protected] 224, Technology Square Research Building, 385-6491 Office Hours: TBA, and by appointment TAs: Christopher Simpkins, [email protected] 32 bit c compiler online See full list on github.com For Project 1, you'll be running supervised learning algorithms on them for classification. You'll want to find a balance of training times that aren't too long, but still have evidence of learning. The UCI Machine Learning Repository is a good source for datasets, but you aren't limited to those. You can use your own if you like. 4Georgia Institute Of Technology CS CS 7641 Syllabus.pdf - CSE6740/ISYE6740/CS7641 Computational Data Analysis/Machine Learning Fall 2017 Instructor: Tuo Zhao Time and Location: TTh 3:00-4:15pm, Syllabus.pdf - CSE6740/ISYE6740/CS7641 Computational Data... School Georgia Institute Of Technology Course Title CS 7641 Type Essay Uploaded By a2301133I graduated from Georgia Tech with CS 6601 Artificial Intelligence; CS 7641 Machine Learning; CS 7642 Reinforcement Learning; CS 6476 Computer Vision; CSE 6242 Data and Visual Analytics; 6400 ... baptist sunday school lessons for adults 2022 Machine Learning; Artificial neural network; neural network; Logistic function; Statistical classification; ... Georgia Institute Of Technology • CS 1332. CS1332_2018Spring_Syllabus.pdf. notes. 5. aTEST-XiaoqiLi. Georgia Institute Of Technology. ... Georgia Institute Of Technology • CS 7641. Neural Networks2. 4.Assignment 1 CS 7641 Machine Learning Assignment 3 CS 7641 Machine Learning Assignment 4 CS 7641 Machine Learning Other related documents L12 - xxx Final 98 - xxx Svm - xxx Lecture 7 - Hurricanes Student practice questions for exam 1 OMSA ISYE6644 Syllabus Summer 2021 210514 Preview text Assignment 2: CS7641 - Machine Learning Saad KhanMachine Learning: CS-7641 was my 8th course for the OMSCS program and is by far the worst I've experienced. If this had been my first course, I likely would have dropped out suspecting that all of the other courses were of the same poor quality. Out of my entire career including undergrad, graduate courses at another university, and graduate ...Class Pages: CS7646 Home | Summer 2021 Syllabus Projects: Project 1 | Project 2 | Project 3 | Project 4 | Project 5 | Project 6 | Project 7 | Project 8 Exams: Exam 1 | Exam 2 Course Calendar At-A-Glance Below is the calendar for the Summer 2021 CS7646 class. Note that assignment due dates are all Sundays at 11:59 PM Anywhere on Earth time. goodwill bins houston CS 4641: Machine Learning is a 3-credit Computer Science course about machine learning. The graduate level of the course is CS 7641, which has additional homework problems. Overview Machine learning is the task of having computer learn from data to make predictions, insights, or decisions.Cs 7641 syllables showing requirements The syllabus for the machine learning course by Isabel University Georgia Institute of Technology Course Machine Learning (CS 4641) Uploaded by Amo Love Academic year 2022/2023 Helpful?00 Share Comments Please sign in or register to post comments. Students also viewed Andrew moore's basic probability tutorial what time does direct deposit hit pnc View cs_7641_syllabus_and_schedule_2023-1.pdf from CS 7641 at Georgia Institute Of Technology. 012345ÿ7899 24 OP9JPQÿ1 ÿNR5ÿR1 5ÿ9J ...This post is a guide on taking CS 7641: Machine Learning offered at OMSCS (Georgia Tech’s Online MS in Computer Science). It is framed as a set of tips for students planning on taking the course ...Supervised Learning (approximation) Taking labelled data set, glean information from it so that you can glean new data set. Functional approximation: assume … mike wheeler x reader comfort This post is a guide on taking CS 7641: Machine Learning offered at OMSCS (Georgia Tech’s Online MS in Computer Science). It is framed as a set of tips for …Datasets for CS 7641: Machine Learning. Currently I am planning to use the Red Wine Quality dataset for this course. But I am having trouble selecting a second dataset. Some of the other ones include the Diabetes dataset and the Breast Cancer dataset. But I am afraid they are too similar in terms of instances and features to the Red Wine one ... Syllabus: The class is split into three components, homework assignments (6 of them, worth 30%), projects (3 of them, worth 45%) and a final exam (25%). Homework Assignments: These actually do...You will note that the syllabus for that particular course suggests at least some tentative background in some machine learning techniques as well. Having said all that, the most important prerequisite for enjoying and doing well in this class is your interest in the material. I say that every semester and I know it sounds trite, but it's true. cumberland county felony arrestsTaking CS 7641: Machine Learning in the Fall 2022 Semester. Previously taken classes: Fall 2021, CS 6035: Introduction to Information Security. Grade Earned: A.<br>Winter 2022, CS 6200: Graduate ...CS 7641 Machine Learning - Georgia Institute Of Technology School: Georgia Institute of Technology (GT) * Professor: Gary Boetticher, Prathik Kaundinya, Sumit Verma, Staff, Song, CharlesL.Isbell, GuyLevanon... Documents (760) Q&A (24) Textbook Exercises Machine Learning Documents All (760) Homework Help (99) Notes (86) Test Prep (32) how to end a friendship by text paragraph Class Pages: CS7646 Home | Summer 2021 Syllabus Projects: Project 1 | Project 2 | Project 3 | Project 4 | Project 5 | Project 6 | Project 7 | Project 8 Exams: Exam 1 | Exam 2 Course Calendar At-A-Glance Below is the calendar for the Summer 2021 CS7646 class. Note that assignment due dates are all Sundays at 11:59 PM Anywhere on Earth time.CS4641 is an introductory survey of modern machine learning. Machine learning is an active and growing field that would require many courses to cover completely. This course aims at the middle of the theoretical versus practical spectrum. We will learn the concepts behind several machine learning algorithms wtihout going deeply into the ... zillow bartlett tn Course Syllabus Information Security Lab: System and Network Defenses Professor Wenke Lee 2 involve implementing an Android malware clustering algorithm that atomically classify Android malware and gray-ware. 7. Machine learning for security analytics: we will first study how machine learning algorithms, in particular, deep learning, can be used to automatically produce security models such as ...In this repository, I will publish my notes for GaTech's Machine Learning course CS7641. - GitHub - mohamedameen93/CS-7641-Machine-Learning-Notes: In this ...View Syllabus for Machine Learning CS 7641.pdf from CS 7641 at Georgia Institute Of Technology. Syllabus for Machine Learning CS 7641 2021/9/8 下午1:09 Course … repossessed portable buildings for sale In class, we will typically have the following structure, all over Zoom: First 5 min.: Course Announcements (instructor led) Next 25 min.: Key concepts for the day (instructor led) …CS7641 provided an opportunity to re-visit the fundamentals from a different perspective (focusing more on algorithm parameter and effectiveness analysis). Impact of the C parameter on SVM's decision boundary Additionally, CS7641 covers less familiar aspects of machine learning such as randomised optimisation and reinforcement learning.Link to Georgia Tech OMSCS Machine Learning page:https://omscs.gatech.edu/cs-7641-machine-learningLink to OMSCentral Machine Learning page:https://omscentral... aftermarket grass catcher A Computer Science portal for geeks. It contains well written, well thought and well explained computer science and programming articles, quizzes and practice/competitive programming/company interview Questions.Title: Syllabus for Machine Learning CS-7641 Author: aduncan9 Created Date: 1/12/2023 1:04:05 AM6. pseddit • 2 yr. ago. Watch the lectures ahead of time and learn an ML framework like scikit-learn. 3. Spacedancer-39 • 2 yr. ago. Your main task in the class is analyzing ML … cvs nesr me CS 7641 & 4641 Machine Learning Schedule. Remember: there is no excuse for ignorance of the assigned reading material. Visit this page frequently. Bring a friend. ... Reinforcement Learning: handouts: Submitted Papers (4/5) April 7: Reinforcement Learning: April 9: Game Theory: Review of Final Papers (4/12) April 14: Game Theory: April 16:cs_7641_syllabus - Read online for free. Scribd is the world's largest social reading and publishing site. Open navigation menu. Close suggestions Search Search. medina city schools View Syllabus for Machine Learning CS 7641.pdf from CS 7641 at Georgia Institute Of Technology. Syllabus for Machine Learning CS 7641 2021/9/8 下午1:09 Course …CS 7641 Syllabus. Machine Learning is that area of Artificial Intelligence that is concerned with computational artifacts that.cs_7641_syllabus - Read online for free. Scribd is the world's largest social reading and publishing site. Open navigation menu. Close suggestions Search Search. Title: Syllabus for Machine Learning CS-7641 Author: aduncan9 Created Date: 1/12/2023 1:04:05 AM coach prime season 2 CS 7641 Machine Learning Preparation Advice CS 7641 Machine Learning is not an impossible course. But it is a hard course. before you can start working on the first assignment. CS 7641's Syllabus is very similar to this one (cc.gatech/~isbell/classes/2009/cs7641_spring/) rare chihuahua for sale class="algoSlug_icon" data-priority="2">Web. Machine learning engineering is a thriving discipline at the interface of software development and machine learning . This book will help developers working with machine learning and Python to put their knowledge to work and create high-quality machine learning products and services..Machine Learning: CS-7641 was my 8th course for the OMSCS program and is by far the worst I’ve experienced. If this had been my first course, I likely would have dropped out suspecting that all of the other courses were of the same poor quality.In class, we will typically have the following structure, all over Zoom: First 5 min.: Course Announcements (instructor led) Next 25 min.: Key concepts for the day (instructor led) Next 35 min.: Breakout into small groups to work through lab and discuss. Last 10 min.: Recap of key concepts and lessons learned.In class, we will typically have the following structure, all over Zoom: First 5 min.: Course Announcements (instructor led) Next 25 min.: Key concepts for the day (instructor led) Next 35 min.: Breakout into small groups to work through lab and discuss. Last 10 min.: Recap of key concepts and lessons learned.Assignment 1 CS 7641 Machine Learning Assignment 3 CS 7641 Machine Learning Assignment 4 CS 7641 Machine Learning Other related documents L12 - xxx Final 98 - xxx Svm - xxx Lecture 7 - Hurricanes Student practice questions for exam 1 OMSA ISYE6644 Syllabus Summer 2021 210514 Preview text Assignment 2: CS7641 - Machine Learning Saad KhanCS 584 Machine Learning Syllabus Show me more. cs 584 - Machine Learning. Computers are increasingly more powerful and so enable us to solve increasingly difficult problems. This ability opens a path to a … color personality test printable 6. pseddit • 2 yr. ago. Watch the lectures ahead of time and learn an ML framework like scikit-learn. 3. Spacedancer-39 • 2 yr. ago. Your main task in the class is analyzing ML …CS 1XXX. Computer Sci Elective. 1-21 Credit Hours. CS 2050. Introduction to Discrete Mathematics for Computer Science. 3 Credit Hours. Proof methods, strategy, correctness of algorithms over discrete structures. Induction and recursion. Complexity and order of growth. Number theoretic principles and algorithms. Counting and computability.Georgia Tech OMSCS Machine Learning Review | CS 7641 - YouTube Georgia Tech OMSCS Machine Learning Review | CS 7641 No views Aug 11, 2022 0 Dislike Share Save Coolster Codes 10... Course Overview · Structuring a task into a machine learning work flow · Collaborating effectively on team projects in a remote environment · Conducting peer ... vijjo Machine Learning. Modeling and Simulations. Scientific Computing. ... CS 7641. Machine Learning: Electives: Pick three (3) courses from Perception and Robotics, with at least one from each: 9: Perception: CS 6475. Computational Photography: CS 6476. Introduction to Computer Vision GR: CS 7499.A Computer Science portal for geeks. It contains well written, well thought and well explained computer science and programming articles, quizzes and practice/competitive programming/company interview Questions. ... Machine Learning and Data Science. Complete Data Science Program(Live) Mastering Data Analytics; School Courses. CBSE Class 12 ...This repo is full of code for CS 7641 - Machine Learning at Georgia Tech. A huge thanks to jontay ( https://github.com/JonathanTay) for sharing his code. Much of the code contained in this repo is based off of his work. Wait, code? Yup, we were encouraged to steal code. All the code. It was fine. Only the analysis mattered. wow tank rankings Taking CS 7641: Machine Learning in the Fall 2022 Semester. Previously taken classes: Fall 2021, CS 6035: Introduction to Information Security. Grade Earned: A.<br>Winter 2022, CS 6200: Graduate ... funny dirty memes A magnifying glass. It indicates, "Click to perform a search". if. ydThis page provides information about the Georgia Tech CS7646 class on Machine Learning for Trading relevant only to the Summer 2021 semester. Note that this page is …Taking CS 7641: Machine Learning in the Fall 2022 Semester. Previously taken classes: Fall 2021, CS 6035: Introduction to Information Security. Grade Earned: A.<br>Winter 2022, CS 6200: Graduate ... isaiah 60 kjv Datasets for CS 7641: Machine Learning. Currently I am planning to use the Red Wine Quality dataset for this course. But I am having trouble selecting a second dataset. Some of the other ones include the Diabetes dataset and the Breast Cancer dataset. But I am afraid they are too similar in terms of instances and features to the Red Wine one ...Oct 20, 2021 · A Computer Science portal for geeks. It contains well written, well thought and well explained computer science and programming articles, quizzes and practice/competitive programming/company interview Questions. Title: Syllabus for Machine Learning CS-7641 Author: aduncan9 Created Date: 1/12/2023 1:04:05 AMThe math, science, engineering, computing behind it. Michael: Computational applied statistics: Data, analyze the data, glean something from data via computational structures. Three major topics Supervised Learning (approximation) Taking labelled data set, glean information from it so that you can glean new data set. 6500 south apartments