MIT Introduction to Deep Learning (6.S191) Instructors: Alexander Amini and Ava Soleimany Course Information Summary Prerequisites Schedule Lectures Labs, Final Projects, Grading, and Prizes Software labs Gather.Town lab + Office Hour sessions Final project Paper Review Project Proposal Presentation Project Proposal Grading Rubric Past Project Proposal Ideas Awards + Categories Important Links and Emails Course Information Summary MIT's introductory course on deep learning methods with applications to computer vision, natural language processing, biology, and more! Students will gain foundational knowledge of deep learning algorithms and get practical experience in building neural networks in TensorFlow. Course concludes with a project proposal competition with feedback from staff and a panel of industry sponsors. Prerequisites We expect basic knowledge of calculus (e.g., taking derivatives), linear algebra (e.g., matrix multiplication), and probability (e.g., Bayes theorem) -- we'll try to explain everything else along the way! Experience in Python is helpful but not necessary. This class is taught during MIT's IAP term by current MIT PhD researchers. Listeners are welcome! Schedule Monday Jan 18, 2021 Lecture: Introduction to Deep Learning and NNs Lab: Lab 1A Tensorflow and building NNs from scratch Tuesday Jan 19, 2021 Lecture: Deep Sequence Modelling Lab: Lab 1B Music Generation using RNNs Wednesday Jan 20, 2021 Lecture: Deep Computer Vision Lab: Lab 2A Image classification and detection Thursday Jan 21, 2021 Lecture: Deep Generative Modelling Lab: Lab 2B Debiasing facial recognition systems Friday Jan 22, 2021 Lecture: Deep Reinforcement Learning Lab: Lab 3 pixel-to-control planning Monday Jan 25, 2021 Lecture: Limitations and New Frontiers Lab: Lab 3 continued Tuesday Jan 26, 2021 Lecture (part 1): Evidential Deep Learning Lecture (part 2): Bias and Fairness Lab: Work on final assignments Lab competition entries due at 11:59pm ET on Canvas! Lab 1, Lab 2, and Lab 3 Wednesday Jan 27, 2021 Lecture (part 1): Nigel Duffy, Ernst & Young Lecture (part 2): Kate Saenko, Boston University and MIT-IBM Watson AI Lab Lab: Work on final assignments Assignments due: Sign up for Final Project Competition Thursday Jan 28, 2021 Lecture (part 1): Sanja Fidler, U. Toronto, Vector Institute, and NVIDIA Lecture (part 2): Katherine Chou, Google Lab: Work on final assignments Assignments due: 1 page paper review (if applicable) Friday Jan 29, 2021 Lecture: Student project pitch competition Lab: Awards ceremony and prize giveaway Assignments due: Project proposals (if applicable) Lectures Lectures will be held starting at 1:00pm ET from Jan 18 - Jan 29 2021, Monday through Friday, virtually through Zoom. Current MIT students, faculty, postdocs, researchers, staff, etc. will be able to access the lectures during this two week period, synchronously or asynchronously, via the MIT Canvas course webpage (MIT internal only). Lecture recordings will be uploaded to the Canvas as soon as possible; students are not required to attend any lectures synchronously. Please see the Canvas for details on Zoom links. The public edition of the course will only be made available after completion of the MIT course. Labs, Final Projects, Grading, and Prizes Course will be graded during MIT IAP for 6 units under P/D/F grading. Receiving a passing grade requires completion of each software lab project (through honor code, with submission required to enter lab competitions), a final project proposal/presentation or written review of a deep learning paper (submission required), and attendance/lecture viewing (through honor code). Submission of a written report or presentation of a project proposal will ensure a passing grade. MIT students will be eligible for prizes and awards as part of the class competitions. There will be two parts to the competitions: (1) software labs and (2) final projects. More information is provided below. Winners will be announced on the last day of class, with thousands of dollars of prizes being given away! Software labs There are three TensorFlow software lab exercises for the course, designed as iPython notebooks hosted in Google Colab. Software labs can be found on GitHub: https://github.com/aamini/introtodeeplearning. These are self-paced exercises and are designed to help you gain practical experience implementing neural networks in TensorFlow. For registered MIT students, submission of lab materials is not necessary to get credit for the course or to pass the course. At the end of each software lab there will be task-associated materials to submit (along with instructions) for entry into the competitions, open to MIT students and affiliates during the IAP offering. This includes MIT students/affiliates who are taking the class as listeners -- you are eligible! These instructions are provided at the end of each of the labs. Completing these tasks and submitting your materials to Canvas will enter you into a per-lab competition. MIT students and affiliates will be eligible for prizes during the IAP offering; at the end of the course, prize-winners will be awarded with their prizes. All competition submissions are due on January 26 at 11:59pm ET to Canvas. For the software lab competitions, submissions will be judged on the basis of the following criteria: Strength and quality of final results (lab dependent) Soundness of implementation and approach Thoroughness and quality of provided descriptions and figures Gather.Town lab + Office Hour sessions After each day’s lecture, there will be open Office Hours in the class GatherTown, up until 3pm ET. An MIT email is required to log in and join the GatherTown. During these sessions, there will not be a walk through or dictation of the labs; the labs are designed to be self-paced and to be worked on on your own time. The GatherTown sessions will be hosted by course staff and are held so you can: Ask questions on course lectures, labs, logistics, project, or anything else; Work on the labs in the presence of classmates/TAs/instructors; Meet classmates to find groups for the final project; Group work time for the final project; Bring the class community together. Final project To satisfy the final project requirement for this course, students will have two options: (1) write a 1 page paper review (single-spaced) on a recent deep learning paper of your choice or (2) participate and present in the project proposal pitch competition. The 1 page paper review option is straightforward, we propose some papers within this document to help you get started, and you can satisfy a passing grade with this option -- you will not be eligible for the grand prizes. On the other hand, participation in the project proposal pitch competition will equivalently satisfy your course requirements but additionally make you eligible for the grand prizes. See the section below for more details and requirements for each of these options. Paper Review Students may satisfy the final project requirement by reading and reviewing a recent deep learning paper of their choosing. In the written review, students should provide both: 1) a description of the problem, technical approach, and results of the paper; 2) critical analysis and exposition of the limitations of the work and opportunities for future work. Reviews should be submitted on Canvas by Thursday Jan 28, 2021, 11:59:59pm Eastern Time (ET). Just a few paper options to consider... https://papers.nips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf https://papers.nips.cc/paper/2018/file/69386f6bb1dfed68692a24c8686939b9-Paper.pdf https://papers.nips.cc/paper/2020/file/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf https://science.sciencemag.org/content/362/6419/1140 https://papers.nips.cc/paper/2018/file/0e64a7b00c83e3d22ce6b3acf2c582b6-Paper.pdf https://arxiv.org/pdf/1906.11829.pdf https://www.nature.com/articles/s42256-020-00237-3 https://pubmed.ncbi.nlm.nih.gov/32084340/ Project Proposal Presentation Keyword: proposal This is a 2 week course so we do not require results or working implementations! However, to win the top prizes, nice, clear results and implementations will demonstrate feasibility of your proposal which is something we look for! Logistics -- please read! You must sign up to present before 11:59:59pm Eastern Time (ET) on Wednesday Jan 27, 2021 Slides must be in a Google Slide before 11:59:59pm Eastern Time (ET) on Thursday Jan 28, 2021 Project groups can be between 1 and 5 people Listeners welcome To be eligible for a prize you must have at least 1 registered MIT student in your group Each participant will only be allowed to be in one group and present one project pitch Synchronous attendance on 1/29/21 is required to make the project pitch! 3 min presentation on your idea (we will be very strict with the time limits) Prizes! (see below) Sign up to Present here: by 11:59pm ET on Wednesday Jan 27 Once you sign up, make your slide in the following Google Slides; submit by midnight on Thursday Jan 28. Please specify the project group # on your slides!!! Things to Consider This doesn’t have to be a new deep learning method. It can just be an interesting application that you apply some existing deep learning method to. What problem are you solving? Are there use cases/applications? Why do you think deep learning methods might be suited to this task? How have people done it before? Is it a new task? If so, what are similar tasks that people have worked on? In what aspects have they succeeded or failed? What is your method of solving this problem? What type of model + architecture would you use? Why? What is the data for this task? Do you need to make a dataset or is there one publicly available? What are the characteristics of the data? Is it sparse, messy, imbalanced? How would you deal with that? Project Proposal Grading Rubric Project proposals will be evaluated by a panel of judges on the basis of the following three criteria: 1) novelty and impact; 2) technical soundness, feasibility, and organization, including quality of any presented results; 3) clarity and presentation. Each judge will award a score from 1 (lowest) to 5 (highest) for each of the criteria; the average score from each judge across these criteria will then be averaged with that of the other judges to provide the final score. The proposals with the highest final scores will be selected for prizes. Here are the guidelines for the criteria: Novelty and impact: encompasses the potential impact of the project idea, its novelty with respect to existing approaches. Why does the proposed work matter? What problem(s) does it solve? Why are these problems important? Technical soundness, feasibility, and organization: encompasses all technical aspects of the proposal. Do the proposed methodology and architecture make sense? Is the architecture the best suited for the proposed problem? Is deep learning the best approach for the problem? How realistic is it to implement the idea? Was there any implementation of the method? If results and data are presented, we will evaluate the strength of the results/data. Clarity and presentation: encompasses the delivery and quality of the presentation itself. Is the talk well organized? Are the slides aesthetically compelling? Is there a clear, well-delivered narrative? Are the problem and proposed method clearly presented? Past Project Proposal Ideas Recipe Generation with RNNs Can we compress videos with CNN + RNN? Music Generation with RNNs Style Transfer Applied to X GAN’s on a new modality Summarizing text/news articles Combining news articles about similar events Code or spec generation Multimodal speech → handwriting Generate handwriting based on keywords (i.e. cursive, slanted, neat) Predicting stock market trends Show language learners articles or videos at their level Transfer of writing style Chemical Synthesis with Recurrent Neural networks Transfer learning to learn something in a domain for which it’s hard or risky to gather data or do training RNNs to model some type of time series data Computer vision to coach sports players Computer vision system for safety brakes or warnings Use IBM Watson API to get the sentiment of your Facebook newsfeed Deep learning webcam to give wifi-access to friends or improve video chat in some way Domain-specific chatbot to help you perform a specific task Detect whether a signature is fraudulent Awards + Categories Final Project Awards: 1x NVIDIA RTX 3080 4x Google Home Max 3x Display Monitors Software Lab Awards: Bose headphones (Lab 1) Display monitor (Lab 2) Bebop drone (Lab 3) Important Links and Emails Course website: http://introtodeeplearning.com Course staff: introtodeeplearning-staff@mit.edu Piazza forum (MIT only): https://piazza.com/mit/spring2021/6s191 Canvas (MIT only): https://canvas.mit.edu/courses/8291 Software lab repository: https://github.com/aamini/introtodeeplearning Lab/office hour sessions (MIT only): https://gather.town/app/56toTnlBrsKCyFgj/MITDeepLearning

This is the latest school management system. Available for all type of schools. will work on Phone, Laptop, Tabs, monitors - any screen size. It is available with 100% source code. The features are listed below: INSTALLATION Upload the downloaded zip file to your server in the public_html directory. Extract the zip file. Create a new database from your server mysql. Create user to the database and link the database to the user. Open the file database.php from the directory yourfolder/application/config/database.php. Fill up this information with your database hostname, database username, database password, database name respectively which you have created in the previous step. Now from server phpmyadmin go to your database. Select import and choose the file install.sql located in yourfolder/database/blank_db.sql (demo_db.sql for demo database) And you are ready to go now to browse the application Default admin credentials Email: admin@admin.com Password: admin ADMIN PANEL Managing User accounts (teacher, student, parent) Managing classes, subjects Managing exam, grades Managing exam marks Managing Loan Information Managing Computer Based Test (CBT) Sending exam marks via sms Managing students attendance Managing accounting, income and expenses Managing school events Managing Teachers Managing Libratrian Managing Accountant Manage Circular Manage Task Managing Parents Managing Alumni Managing Academic Sysllabus Managing Helpful Links Managing Help Desk Managing Front-End Information Managing School Session Attendance Reports Managing Staff ID Cards Records management. Notification board management. Management relationships between different type of users. Online Payment acceptance of FEE. Section Management. Reports generator. SMS Alerts. Managing Hostel Manager Managing library, dormitory, transport Messaging between other users Managing system settings (general, sms, language) Managing Media Subject management. Class management. Student payments management. Student behaviour management. Payments Overview. Subjects and assignments management. Fees management. Student assignment results management. Student search. Overdue students list. Student management. Student-Teacher interaction. And many more … TEACHERS Manage Students homework. Assign homework. Share homework on social networking sites (facebook). Manage classes. Manage Student Report. Generate Remarks on Student Reports. Generate Student Attendence. Subject management. Loan Application Class management. Student behaviour management. Subjects and assignments management. Student assignment results management. Student search. Student management. Student-Teacher interaction. Managing Helpful Links Managing Media Assignments Attendance Provide Daily Quotes Holidays Studennts Study Materials Message Noticeboard Transportations And many more… STUDENT PANEL Get class Routine Attempt Online Exam View Online Exam Result Get Exam Marks Message View Noticeboard Transportatio Receive SMS Get attendance status Get study materials / files from teacher Get payment invoice, Pay Online Communicate with teacher Managing Media accounts View Event Schedule, Notice and Holidays Get Helpful Links View Daily Quotes Contact Help Desks And many more …. PARENT PANEL View Children Marks View Children Class Routine Make payment View Payment Invoice Message Admin Message Teachers View Received Messkages Checkin kids progress. Parent-Teacher interaction. Get alerts from School Administration or Teachers. View events Noticeborad Todays Thought News Helpful Links Help Desk Receive SMS And many more … LIBRARIAN Add books Update books Record Lost Books Generate Reports on Books Subject Management. Loan Application Student Search. Student Management. Student-Librarian Interaction. View Helpful Links View Media Holidays Studennts Study Materials Message Transportations Noticeboard View Notification And many more …. ACCOUNTANTS Create Student Payments Students Payment Expenses Expenses Category Vew all Accountants Loan Application Todays Thought News Holidays Message k Noticeboard And many more …. HOSTEL MANAGER ViewAll Hostel Managers Manage Hostels Loan Application Todays Thought News Holidays Message Noticeboard And many more …. ………………………………………………………………………………………………… ADMIN PANEL DASHBORD ………………………………………………………………………………………………… Total number of students, teachers, librarian, accountants, hostel manager, alumni, parents and attendance of students for that day at a glance, Dashboard also holds a calendar for showing events, charts for various percentages of teachers, parents, students attendance, grades, students performances, etc. MANAGING SESSION From navigation go to manage session Add / edit / delete MANAGING ACADEMIC SYLLABUS From navigation go to manage academic syllabus Add / edit / delete MANAGING MEDIA From navigation go to manage media Add / edit / delete MANAGING STUDENTS Admit Students From navigation, go to students > admit students Fill up the necessary information Save student Admit Bulk Students From navigation, go to student > admit bulk student Download the blank Excel file Fill up the information Select class Upload the filled up Excel file Save Student Information From navigation go to student > student information Here you can see the students class wise If a class has sections then you can also browse the students as per class sections Student mark sheets From navigation go to student > student mark sheet Here you can see all the students marks class wise If the class has sections then you can also see them along with class MANAGING TEACHERS From navigation go to teacher Here you can see the list of teachers of your school in a tabular form To add a new teacher, click the top right button named add new teacher and fill up the information and save For editing or deleting a teacher information click the action button assigned to each entry of the table. That will bring two options for editing and deleting. Click on the required action editing and deleting MANAGING ACCOUNTANTS From navigation go to accountant Here you can see the list of accountants of your school in a tabular form To add a new accountant, click the top right button named add new accountant and fill up the information and save For editing or deleting a teacher information click the action button assigned to each entry of the table. That will bring two options for editing and deleting. Click on the required action editing and deleting MANAGING LIBRARIANS From navigation go to librarian Here you can see the list of librarians of your school in a tabular form To add a new librarian, click the top right button named add new librarian and fill up the information and save For editing or deleting a teacher information click the action button assigned to each entry of the table. That will bring two options for editing and deleting. Click on the required action editing and deleting MANAGING HOSTEL MANAGERS From navigation go to hostel manager Here you can see the list of hostel managers of your school in a tabular form To add a new hostel manager, click the top right button named add new hostel manager and fill up the information and save For editing or deleting a teacher information click the action button assigned to each entry of the table. That will bring two options for editing and deleting. Click on the required action editing and deleting MANAGING ALUMNI From navigation go to alumni Here you can see the list of alumni of your school in a tabular form To add a new alumni, click the top right button named add new alumni and fill up the information and save For editing or deleting a teacher information click the action button assigned to each entry of the table. That will bring two options for editing and deleting. Click on the required action editing and deleting MANAGING PARENTS From navigation go to parents Here you can see the list of parents of the students of your school in a tabular form To add a new parent, click the top right button named add new parent and fill up the information and save For editing or deleting a parent information click the action button assigned to each entry of the table. That will bring two options for editing and deleting. Click on the required action for editing and deleting MANAGING CLASSES From navigation go to > manage sections Add new class section for a class and assign teacher for each of them View the class sections in a tabular form class wise Edit and delete class section information MANAGING CLASS SECTION From navigation go to class > manage sections Add new class section for a class and assign a teacher for each of them View the class sections in a tabular for class wise Edit and deklete class section information MANAGING SUBJECTS From navigation go to subject If you have already added classes then under this you will see a list of the classes added. If you have not created classes, please create class first Here you can see the subjects class wise Add or edit or delete subjects MANAGING CLASS ROUTINE From navigation go to class routine View all the class routines in accordion Add class routine Click on the subject name on routine to edit and delete MANAGING DIALY STUDENT’S ATTENDENCE From navigation go to daily attendance Select the date and class and click manage attendance That will bring up the students name and attendance information in a tabular form To update the attendance status or for taking the attendance for that particular date of that particular class which you have selected earlier, click the button named update attendance Put the status for all at once and click save changes MANAGING EXAMS Exam list From navigation, go to exam > exam list Add an exam for all Edit and delete exam Exam grade From navigation go to exam > exam grades Add exam grades as per the requirements of your institution Edit or delete exam grades Manage exam marks From navigation go to > manage marks Select exam, class and subject and click manage marks for changing or updating marks That will bring up the form for updating the students marks for that particular subject Enter the marks and click update Sending exam marks by SMS From navigation go to exam > send mark by SMS Select exakm and class and receive (students/parent) Click the button named send mark via SMS That will send SMS with the marks for that exam you have selected if a SMS service is already activated MANAGING PAYMENTS From navigation go to payment Add invoice and take manual payment multiple time under the same invoice If a payment is due, then an option will be there for taking the payment in the action button of the table that contains the list of all the invoices with the basic information. Edit or delete invoice LOAN MANAGEMENT From navigation go to loan application See all the applied loans Click on apply loan Fill forms to apply Wait for loan approval COMPUTER BASED TEST (CBT) From navigation, go to Manage CBT Click on Add Exam Set Class, Exam Time, Exam Duration, Subject, Question Count and Session Click on continue to Add Questions Click on List Exams to View Exams Click on View Result to View Exams Scores ACCOUNTING Incomes From navigation, go to accounting > incomes Here you can see all the incomes for your school that means students fee in a tabular form with their payment time and amount EXPENSES From navigation, go to accounting > expenses Add expenses for the school Edit or delete them GENERATING STAFF IDCARD Teacher, librarian, accounant, hostel manager From navigation, go to staff > ID CARD Here you can you will see a button asking you to click generate ID CARD EXPENSE CATEGORY From navigation, go to accounting > expense category Add expense category Edit or delete them MANAGING BOOKS From navigation go to library Add books Edit or delete them MANAGING TRANSPORT From navigation go to transport Add transport information Edit or delete them MANAGING DORMITORY From navigation go to dormitory Add / edit / delete MANAGING ASSIGNMENT From navigation go to assignment Add / edit / delete MANAGING HOLIDAYS From navigation go to holiday Add / edit / delete MANAGING TODAY’S THOUGHT From navigation go to today’s thought Add / edit / delete MANAGING CIRCULAR From navigation go to circular Add / edit / delete MANAGING SCHOOL CLUBS From navigation go to school club Add / edit / delete MANAGING TASK From navigation go to task manager Add / edit / delete MANAGING HELPFUL LINK From navigation go to Helpful Links Add / edit / delete MANAGING ENQUIRY From navigation go to enquiry Add / edit / delete MANAGING ENQUIRY CATEFORY From navigation go to enquiry category Add / edit / delete MANAGING HELP DESK From navigation go to task Helpdesk Add / edit / delete NOTICEBOARD From navigation go to notice board Add / edit / delete them For sending the notice to all as SMS, yes while creating the notice This will send SMS to all the users about that notice PRIVATE MESSAGING From navigation, go to message Admin can send message to all users For sending message, select user and type the message and click send You can also see all the message sent to you or sent from you SYSTEM SETTINGS From navigation go to settings > general settings You can change basic system settings here and also can select language You can also upload logo from here THEME SETTINGS From navigation go to setting > general settings On the right of the page there is a panel named theme settings You find several skin options for you application Select you desire one to make changes SMS SETTINGS From navigation go to settings > sms settings Here you will find 2 SMS services, one is Clickatell and another is Twilio You have to activate a service first Then put the necessary information for a service Visit https://www.twilio.com/user/acount/settings/international /sms LANGUAGE SETTINGS From navigation go to setting > language settings Change phrase or add new phrase for a particular language Add new language MANAGE BANNER SETTINGS From navigation go to setting > banner settings Add / edit / delete MANAGE FRONT END SETTINGS From navigation go to setting > front end settings Add / edit / delete MANAGE NEWS SETTINGS From navigation go to setting > news settings Add / edit / delete ACCOUNT SETTINGS From navigation go to account Change basic account information Update your password Change profile image ……………………………………………………………………………………………….. TEACHER PANEL DASHBOARD ………………………………………………………………………………………………. Total number of students, parents and attendance of students for that day at a glance Dashboard also holds a calendar for showing events. MANAGING STUDENTS Admit students From navigation go to student > admit student Fill up the necessary information Save student Student information From navigation go to student > student information Here you can see the student class wise If a class has sections then you can also browse the students as per class sections Student mark sheets From navigation go to student > student mark sheet Here you can see all the students marks class wise If the class has sections then you can also see them along with class MANAGING DAILY STUDENT’S ATTENDANCE From navigation go to daily attendance Select the date and class and click mange attendance That will bring up the students name and attendance information in a tabular form To update the attendance status or for taking the attendance for that particular date of that particular class which you have selected earlier, click the button named update attendance Put the status for all at once and click save changes MANAGING DAILY STUDENT’S ATTENDANCE From navigation go to daily attendance Select the date and class and click manage attendance That will bring up the students name and attendance information in a tabular form To update the attendance status or for taking the attendance for that particular date of that particular class which you have selected earlier, click the button named update attendance Put the status for all at once and click save changes MANAGING ASSIGNMENT From navigation go to assignment That will bring up the assignemnt page in a tabular form, you can click on add assignment on left corner of the page to add assignment. MANAGING CLASSES From navigation go to > manage sections Add new class section for a class and assign teacher for each of them View the class sections in a tabular form class wise Edit and delete class section information MANAGING CLASS SECTION From navigation go to class > manage sections Add new class section for a class and assign a teacher for each of them View the class sections in a tabular for class wise Edit and deklete class section information MANAGING SUBJECTS From navigation go to subject If you have already added classes then under this you will see a list of the classes added. If you have not created classes, please create class first Here you can see the subjects class wise Add or edit or delete subjects MANAGING CLASS ROUTINE From navigation go to class routine View all the class routines in accordion Add class routine Click on the subject name on routine to edit and delete MANAGING DIALY STUDENT’S ATTENDENCE From navigation go to daily attendance Select the date and class and click manage attendance That will bring up the students name and attendance information in a tabular form To update the attendance status or for taking the attendance for that particular date of that particular class which you have selected earlier, click the button named update attendance Put the status for all at once and click save changes MANAGING EXAMS Manage exam marks From navigation go to > manage marks Select exam, class and subject and click manage marks for changing or updating marks That will bring up the form for updating the students marks for that particular subject Enter the marks and click update MANAGING HELPFUL LINK From navigation go to Helpful Links Add / edit / delete NEWS From navigation go to view news View all the uploaded news TODAY’S THOUGHT From navigation go to today’s thought View all the uploaded today’s thought HOLIDAY DATES From navigation go to holiday View all the holiday with their respectives dates ……………………………………………………………………………………………………. STUDENT PANEL DASHBOARD ……………………………………………………………………………………………………. Total number of students, teachers, parents and attendance of students for that day at a glance, dashboard also holds a calendar for showing event CLASS ROUTINE Form navigation go to class routine View the class routine of the logged in student EXAM MARKS From navigation go to exam > manage marks Select exam and subject See the mark for the selected exam in the selected subject COMPUTER BASED TEST (CBT) From navigation go to online CBT See all the uploaded test for your class Attemtp the uploaded test View your results STUDY MATERIALS From navigation go to study materials See all the uploaded study materials for your class Download the materials ASSIGNMENT From navigation go to assignment See all the uploaded assignments for your class Download the assignment MEDIA From navigation go to media See all the uploaded media for your class Download or watch media NEWS From navigation go to view news View all the uploaded news TODAY’S THOUGHT From navigation go to today’s thought View all the uploaded today’s thought HOLIDAY DATES From navigation go to holiday View all the holiday with their respectives dates HELPFUL LINKS From navigation go to helpful links View all the helpful links HELP DESK From navigation go to help desk Submit or create help desk to the administrator STUDY MATERIALS From navigation go to study material See all the uploaded study material for your class Download the study material PAYMENT / PAY WITH PAYPAL From navigation go to payment See the list of invoices Pay online with paypal for the unpaid invoices COMMUNICATE WITH TEACHERS / ADMIN From navigation go to message Send new message to teachers and admin Get the sent message to you ………………………………………………………………………………………………...... ACCOUNTANT PANEL DASHBOARD ………………………………………………………………………………………………….. Total number of students, accountants, parents and attendance of student for that day at a glance. Dashboard also holds a calendar for showing events. MANAGING PAYMENTS From navigation go to payment Add invoice and take manual payment multiple time under the same invoice If a payment is due, then an option will be there for taking the payment in the action button of the table that contains the list of all the invoices with the basic information. Edit or delete invoice LOAN MANAGEMENT From navigation go to loan application See all the applied loans Click on apply loan Fill forms to apply Wait for loan approval MESSAGING From navigating go to message Send message to teachers and admin Get the message sent to you NEWS From navigation go to view news View all the uploaded news TODAY’S THOUGHT From navigation go to today’s thought View all the uploaded today’s thought HOLIDAY DATES From navigation go to holiday View all the holiday with their respectives dates HELPFUL LINKS From navigation go to helpful links View all the helpful links HELP DESK From navigation go to help desk Submit or create help desk to the administrator TRANSPORTATION From navigation go to transportation View transportation available ………………………………………………………………………………………………...... LIBRARIAN PANEL DASHBOARD ………………………………………………………………………………………………….. Total number of students, librarian, parents and attendance of student for that day at a glance. Dashboard also holds a calendar for showing events. MANAGING BOOKS From navigation go to library Add books Edit or delete them LOAN MANAGEMENT From navigation go to loan application See all the applied loans Click on apply loan Fill forms to apply Wait for loan approval MESSAGING From navigating go to message Send message to teachers and admin Get the message sent to you NEWS From navigation go to view news View all the uploaded news TODAY’S THOUGHT From navigation go to today’s thought View all the uploaded today’s thought HOLIDAY DATES From navigation go to holiday View all the holiday with their respectives dates HELPFUL LINKS From navigation go to helpful links View all the helpful links HELP DESK From navigation go to help desk Submit or create help desk to the administrator TRANSPORTATION From navigation go to transportation View transportation available ………………………………………………………………………………………………...... HOSTEL MANAGER PANEL DASHBOARD ………………………………………………………………………………………………….. Total number of students, hostel managers, parents and attendance of student for that day at a glance. Dashboard also holds a calendar for showing events. MANAGING DORMITORY From navigation go to dormitory Add / edit / delete LOAN MANAGEMENT From navigation go to loan application See all the applied loans Click on apply loan Fill forms to apply Wait for loan approval MESSAGING From navigating go to message Send message to teachers and admin Get the message sent to you NEWS From navigation go to view news View all the uploaded news TODAY’S THOUGHT From navigation go to today’s thought View all the uploaded today’s thought HOLIDAY DATES From navigation go to holiday View all the holiday with their respectives dates HELPFUL LINKS From navigation go to helpful links View all the helpful links HELP DESK From navigation go to help desk Submit or create help desk to the administrator TRANSPORTATION From navigation go to transportation View transportation available ………………………………………………………………………………………………...... PARENT PANEL DASHBOARD ………………………………………………………………………………………………….. Total number of students, teachers, parents and attendance of student for that day at a glance. Dashboard also holds a calendar for showing events. CHILDREN MARKS From navigation go to exam marks See the mark of your children individually One parent can have multiple children PAYMENTS From navigation go to exam > payment View the invoices of your children and individually Make payment via paypal online CLASS ROUTINE From navigation go to class routine Get the class routine for each of your child separately MESSAGING From navigating go to message Send message to teachers and admin Get the message sent to you NEWS From navigation go to view news View all the uploaded news TODAY’S THOUGHT From navigation go to today’s thought View all the uploaded today’s thought HOLIDAY DATES From navigation go to holiday View all the holiday with their respectives dates HELPFUL LINKS From navigation go to helpful links View all the helpful links HELP DESK From navigation go to help desk Submit or create help desk to the administrator

It's a self deployed CMS. With this, one can create portal for univerisity/Institute/School within an hour. This portal comes with many features such as Auto Rank and CGPA calculating, Publishing result, Assignment submission and review, Resource management, Admin CPanel, Web based Filemanager, Time table management, Facebook like posts, Course subscription, Attendance management, Customized Dashboard, Handy calendar with alerts, Events gallery & Leave and Holiday management.

iOS(Video) :- In this video I will teach You Json Post Api using URLSession in Swift 4 & Xcode 11 Hindi. Hello Guys, IF you are here for learning new things in iOS then this is the right place For You.. I am uploading videos on youtube for both Languages Objective-C And Swift in Hindi. I Have already Uploaded 180+ Videos On Youtube, Please Go to my channel, there You can find URL and more interesting topics that I mentioned below :- - All the Basic Stuff like ( Array, String, Dictionary etc..) - All About UITableView , UITableViewCell, TableView Editing and also Selection of cell , Delete, Insert operations , Navigations on click , pass the your data to other ViewController - All About UICollectionView , UICollectionViewCell, UICollectionView Selection of cell , Delete, Insert operations , Navigations on click , pass the your data to other ViewController - How to Pass Data in one view controller to another view controller using (Simple Data Passing, Notification Centre, Protocol and Delegate, Closure etc..) - Local And Badge Notification.. - Animations.. - Live Session For Question and answer - Also I am giving assignments For Your Home Work - All About Architecture like (MVC, MVVM, VIPER, MVP) - iOS InterView Questions For Swift, Objective C, C, C++ - Database :- FIREBASE , CoreData, SQLite - Firebase Uploading and get Images - All About Autolayout ( Adaptive Layout, Content Priority Constrain, MultiPlier , Label Dynamic Width and height, UIStackView etc..) - UISplitViewController, Custom FrameWork - UICollectionViewFlowLayout, iClosure Effect - UITableViewCell Dynamic Height - Mini Project For College And Student Management Using Core Data And Also you can learn the Relationship in Database (CoreData) - It is just an Overview of the Topics… Please Check My youtube channel to learn more interesting topics. Make Sure to SUBSCRIBE my channel and Please confirm that you press ALL Notification when you press the BELL icon Because YOUTUBE says that you can get All Notifications of the Live Sessions , Videos And Community Post Notification If You select ALL. Feel Free to comment me IF You have any query regarding iOS Tutorials and Topics and also give me your suggestions For my videos Or MY channel. So, I can improve my content. Please Like Comment and share … Here is the links of My All the Social Account If You want to connect with me :-) I am Posting in this social account so you can find me there and get the latest iOS and my channel Update.. If you think my efforts are helpful For you and you are learning from this channel then it’s my humble request to you to please Like My FB page and give Your review there, Please endorse my skills in LinkedIn, Follow Me on Quora I am giving QA there and also support My other social account. It’s Motivates me And Feels that I have a Big Family on Youtube. Therefore, I will work even harder For You Guys.. Linkedin :- https://www.linkedin.com/in/yogeshpatelios/ FaceBook Page For Swift And Objective C :- https://www.facebook.com/yogeshios/ Twitter :- https://twitter.com/yogeshpatelios Quora :- https://www.quora.com/profile/YogeshPateliOS Instagram :- https://www.instagram.com/yogeshpatelios/ If you would like to donate :- https://www.paypal.me/YPiOS All Done Dosto.. Thank You For Your Support :-)

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This is a Facebook mock up as a final assignment for the Odin Project. It has some of the core features of the platform – users, profiles, “friending”, posts, news feed, and “liking”. It also implements sign-in with the real Facebook by using OmniAuth and Devise.

This is an assignment from Norges Yrkesakademi. Create an MVC Web site with database connection and turn on the EF Code First Migrations. Create the following data in the Configuration Class Seed Method: 1) To roles: admin and user 2) A user who is assigned the Administrator role Make necessary changes to AccountController so newly registered users get assigned the role User. Then create an AdminController with an index view and link from the main page. The Index view in AdminController displays all users and their role. Click on username links to a page where you can change the user's role. Create the page to change the role of a user. Add the opportunity to login / register with Facebook. Check that it is possible to change the role of users created in this way The admin pages should only be available, and link in menu should only be displayed, for logged in users with the role Administrator.

Test Assignment - Project Sports Poll Overview The "Sports Poll" app is a dead simple poll system around some sports events which can be fetched from this JSON file It allows users to vote on each event and then shows another random event to vote on. There should be one poll, that displays one (random) category at a time. E.g. load Football category with poll options to vote on from DB, and only display those at a time, next browser reload would maybe display Tennis. The polling options should be what team will win or if it will be a draw, e.g. ● Home Team win (Team A) ● Draw ● Away Team win (Team B) Delivery When you have completed the task, we’d like you to deliver the following: ● A description of what you have done and how far you got in time allotted for the work on the project. ● Which development tools you used and your general progression on the key issues, what you got stuck on, what you did or didn’t solve etc. ● A step by step instruction to how to run the project. ● Share the source code in a private code hosting on Bitbucket or Github (Bitbucket has free private repositories). ○ For Bitbucket - Share that repository giving admin permissions to bojan.zrnic@itengine.rs and GLOMOadmin and send the URL in an email to dev@glomo.se. ○ For Github - Share that repository giving admin permissions to zrnicbojan and adminglomo and send the URL in an email to dev@glomo.se. Tasks and deliverables per job position Junior Frontend Developer This exercise is expected to take 3 to 6 hours to complete. 1. Create a page with the best design practices in mind for this small application. The design will be taken into consideration and should be visually pleasant and user friendly. 2. You are free to use any modern Javascript framework that you’d like. The choice of framework may impact the way we assess your assignment. 3. It’s not allowed to use any CSS framework like Bootstrap or similar. 4. The JSON file with the events can be accessed directly from the frontend or hardcoded in the website. 5. The odds can be generated randomly. There is no need to keep track of votes across page reloads. Senior Frontend Developer This exercise is expected to take 4 to 8 hours to complete. 1. Create a page with the best design practices in mind for this small application. The design will be taken into consideration and should be visually pleasant and user friendly. 2. You are free to use any modern Javascript framework that you’d like. The choice of framework may impact the way we assess your assignment. 3. It’s not allowed to use any CSS framework like Bootstrap or similar. 4. The JSON file with the events can be accessed directly from the frontend or hardcoded in the website. 5. The page should be responsive and work well across different types of devices (desktop, mobile, tablet). 6. Keep event votes stored in a browser local storage so they can persist across page reloads. 7. Add different kind of visualisations based on event attributes (country, state, sport and so on). It is up to you to decide how to best represent the data. 8. Add a couple of automated tests. Fullstack Developer This exercise is expected to take 5 to 10 hours to complete. 1. Create a backend for Sports Poll. The backend should be created using Node.js. Whichever Node.js framework you select will not impact the way we assess your test. 2. At start, fetch the events from the JSON file and store them in a local database of your choice. 3. Create a backend API to read events. 4. Create a backend API for voting for events (home win, draw, away win). 5. Create a page with the best design practices in mind for this small application. The design will be taken into consideration and should be visually pleasant and user friendly. 6. You are free to use any modern Javascript framework that you’d like. The choice of framework may impact the way we assess your assignment. 7. 8. It’s not allowed to use any CSS framework like Bootstrap or similar. 9. The page should be responsive and work well across different types of devices (desktop, mobile, tablet). 10. Add a couple of automated tests. Senior Fullstack Developer This exercise is expected to take 7 to 15 hours to complete. 1. Create a backend for Sports Poll. The backend should be created using Node.js. Whichever Node.js framework you select will not impact the way we assess your test. 2. At start, fetch the events from the JSON file and store them in a local database of your choice. 3. Create a backend API to read events. 4. Create registration/login for the Sports Poll. It could be either with regular email address or Facebook login. 5. Create a backend API for voting for events (home win, draw, away win), keep track of the votes. Only allow logged users to vote and don’t allow more than one vote per user for each event. 6. Create a page with the best design practices in mind for this small application. The design will be taken into consideration and should be visually pleasant and user friendly. 7. You are free to use any modern Javascript framework that you’d like. The choice of framework may impact the way we assess your assignment. 8. It’s not allowed to use any CSS framework like Bootstrap or similar. 9. The page should be responsive and work well across different types of devices (desktop, mobile, tablet). 10. Add a couple of automated tests.

iOS(Video) :- In this video I will teach You All About iOS 13 For Beginners in Swift 5 Hindi. - iOS 13 Swift Tutorials For Beginners - UINavigationBarAppearance :- NavigationBar Configuration - SF Symbol :- 1000 + images by Apple - Dark And Light Mode - Restrict For Interface style - UI Component Like UISegmentControl, UIButton, UILabel - Change Color According to Interface Style Like Light or Dark SFSymbol Download Link :- https://developer.apple.com/design/resources/ Full Project Code :- Hello Guys, IF you are here for learning new things in iOS then this is the right place For You.. I am uploading videos on youtube for both Languages Objective-C And Swift in Hindi. I Have already Uploaded 180+ Videos On Youtube, Please Go to my channel, there You can find URL and more interesting topics that I mentioned below :- - All the Basic Stuff like ( Array, String, Dictionary etc..) - All About UITableView , UITableViewCell, TableView Editing and also Selection of cell , Delete, Insert operations , Navigations on click , pass the your data to other ViewController - All About UICollectionView , UICollectionViewCell, UICollectionView Selection of cell , Delete, Insert operations , Navigations on click , pass the your data to other ViewController - How to Pass Data in one view controller to another view controller using (Simple Data Passing, Notification Centre, Protocol and Delegate, Closure etc..) - Local And Badge Notification.. - Animations.. - Live Session For Question and answer - Also I am giving assignments For Your Home Work - All About Architecture like (MVC, MVVM, VIPER, MVP) - iOS InterView Questions For Swift, Objective C, C, C++ - Database :- FIREBASE , CoreData, SQLite - Firebase Uploading and get Images - All About Autolayout ( Adaptive Layout, Content Priority Constrain, MultiPlier , Label Dynamic Width and height, UIStackView etc..) - UISplitViewController, Custom FrameWork - UICollectionViewFlowLayout, iClosure Effect - UITableViewCell Dynamic Height - Mini Project For College And Student Management Using Core Data And Also you can learn the Relationship in Database (CoreData) - It is just an Overview of the Topics… Please Check My youtube channel to learn more interesting topics. Make Sure to SUBSCRIBE my channel and Please confirm that you press ALL Notification when you press the BELL icon Because YOUTUBE says that you can get All Notifications of the Live Sessions , Videos And Community Post Notification If You select ALL. Feel Free to comment me IF You have any query regarding iOS Tutorials and Topics and also give me your suggestions For my videos Or MY channel. So, I can improve my content. Please Like Comment and share … Here is the links of My All the Social Account If You want to connect with me :-) I am Posting in this social account so you can find me there and get the latest iOS and my channel Update.. If you think my efforts are helpful For you and you are learning from this channel then it’s my humble request to you to please Like My FB page and give Your review there, Please endorse my skills in LinkedIn, Follow Me on Quora I am giving QA there and also support My other social account. It’s Motivates me And Feels that I have a Big Family on Youtube. Therefore, I will work even harder For You Guys.. Linkedin :- https://www.linkedin.com/in/yogeshpatelios/ FaceBook Page For Swift And Objective C :- https://www.facebook.com/yogeshios/ Twitter :- https://twitter.com/yogeshpatelios Quora :- https://www.quora.com/profile/YogeshPateliOS Instagram :- https://www.instagram.com/yogeshpatelios/ If you would like to donate :- https://www.paypal.me/YPiOS All Done Dosto.. Thank You For Your Support :-) #iOS 13 Swift Tutorials #iLightMode iOS 13 #DarkMode iOS 13

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yet another Facebook clone in JSP. (College Assignment)

Thank you for applying to Android Developer position at Boxme. Just to have a sense of your technical expertise and the quality of your work, we would like you to complete a simple assignment initially. Post which we will schedule a meeting to review the same with you. Please find the details of the assignment below. Objective: Develop an Android application that consumes the GitHub REST API. Requirements: The application should have the following features: A landing screen that displays a form to input a GitHub username. A home screen that displays the above user's GitHub activities as feeds/cards similar to Facebook. Display the associated repository details for the above event in a new activity upon tapping the feeds. Use animated transitions similar to the attached GIF image (https://www.dropbox.com/s/06rf5h8rsgg6bn0/preview.gif?dl=0), while navigating between activities. Should you have any other queries regarding the assignment, feel free to reach out. Thanks and Regards, Akhil Mohanan Founder M: 9611699488 E: akhil@goboxme.com

This is under university assignment (individual project). To create a mobile application by using Xamarin Android (C#). MemoBook is a simple mobile application for user to post a timeline by using text, photo and check-in location. This keeps track of the posts on what the user have done. It also allows users to see their own profile which is easily updated into the database. This mobile application has a similar idea to Facebook, but the mobile application can operation offline, meaning no connection through the internet is required to post the text and photo. Only checking in through the location is required to for the user to connect through the internet to obtain the latitude and longitude based on the Google Maps API. Therefore, the features are very useful in knowing where the users are.

CodePath Facebook University - Android 2017 - Week 2/3 Assignment

Exercise Notebooks on Assignments from Facebook Pytorch Scholarship (November 2018)

Open sourced the Facebook interview assignment.

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A Facebook Insights service using FastAPI, MongoDB, Redis, Scrapy, and Celery.

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facebook-clone as assignment

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Facebook home page clone through bootsrap

Assignment for WIA1002 : Mock Facebook

facebook post assignment using react JS props

Project assignment for university course. Simplified facebook

Agentic Facebook Performance Analyst Assignment – Shivam Kumar

Frontend Assignment made using NexJs and Facebook Lexical