Exam A: Results and appeals | |
| Dear students, The grades for Moed A are available. A partial solution can be found in the course material section. All appeals should be sent to the course email by the end of Monday, August 2nd. Appeals should be written using the formal appeal form (course material section). Please be respectful and concise. The appeals' purpose is to correct grading mistakes. You CANNOT appeal on the grading scheme itself (amount of points deducted per mistake). Note: appeals may lead to a re-evaluation of the entire question, and might result in a lower grade. We hope you enjoyed the course. The course staff |
| פורסם ב- 27/7/2021, 11:58:12 Created on 27/7/2021, 11:58:12 Создано 27/7/2021, 11:58:12 تم النشر ب- 27/7/2021, 11:58:12 |
Major HW 3 is graded | |
| Dear students, The grades and feedbacks for the last major assignment are now available. Appeals can be sent to the course email by Sunday (01.08) at 13:00. We do not accept appeals regarding: 1. The grading scheme itself (amount of points deducted for each problem in your submission). 2. The grades given to your predictions (computed automatically according to your models' MSE). Best regards |
| פורסם ב- 26/7/2021, 13:41:05 Created on 26/7/2021, 13:41:05 Создано 26/7/2021, 13:41:05 تم النشر ب- 26/7/2021, 13:41:05 |
Exam A: Tips | |
| Dear students, Make sure to read the exam's first page that we already published. The exam has 4 open questions with multiple subquestions (each question 18pts), and 8 multiple choice questions (each 4pts). Overall 104 points, maximal grade is 100. Be advised that the open subquestions are not always dependent on one another, so if you are having difficulties answering a certain subquestion, you can still try and answer the rest of the subquestions of the same question. Good luck! |
| עדכון אחרון ב- 13/7/2021, 12:35:48 Last updated on 13/7/2021, 12:35:48 Последняя модификация 13/7/2021, 12:35:48 تمت الحتلنة الأخيرة ب- 13/7/2021, 12:35:48 |
Exam A: Structure and office hours | |
| Dear students, The exam will take place on Thursday, 15.07, at 13:00. Structure: Mostly similar to previous semesters. Duration: 3 hours. Extra material: None (closed-books exam). Calculator: no need. The exam's first page can be already found in the course material section. Please read it carefully before the exam. Office hours (on Zoom, will also be recorded): - Guy: Sunday, 11.07, 13:30 (link in the course material section). - Nir: Tuesday, 13.07, 09:30 (link in the course material section). Good luck! |
| פורסם ב- 7/7/2021, 18:14:06 Created on 7/7/2021, 18:14:06 Создано 7/7/2021, 18:14:06 تم النشر ب- 7/7/2021, 18:14:06 |
Material for the exam | |
| Dear students, When solving exams from previous years, keep in mind that there might be differences between semesters. For example, topics we did not learn in this semester: * Clustering (k-means, EM) * Generative models (MLE, MAP, Naïve Bayes) * Specific small topics: LDA, Sauer–Shelah lemma For example, topics we focused on more than in some previous semesters: * Multinomial logistic regression * Optimization and convexity * Evaluation metrics In our exam, you will not be required to: * Manually run backpropagation, but you still need to understand it * Manually run learning algorithms (e.g., AdaBoost, ID3, Perceptron, etc.), but you still need to understand them thoroughly * Write code in Python (but may be required to write pseudo-code or understand Python code) We will announce the exact exam structure and office hours by the end of this week. Stay updated. Good luck! |
| פורסם ב- 5/7/2021, 07:43:58 Created on 5/7/2021, 07:43:58 Создано 5/7/2021, 07:43:58 تم النشر ب- 5/7/2021, 07:43:58 |
Improving our presentations | |
| שלום לכולם, לקראת המבחן הבא עלינו לטובה, החלטנו לעשות מאמץ מרוכז ולתקן טעויות שיש במצגות (הרצאות ותרגולים). לשם כך נבקש את עזרתכם. כל מי שזוכר/ת ו/או מוצא/ת טעות או משהו לא ברור באיזושהי מצגת בזמן ההכנה למבחן, נודה אם תדווחו על כך בטופס הבא: https://forms.gle/r2Awyse1cboTgk94A עדיף למלא את הטופס בנפרד למצגות שונות. דקה מזמנכם תעזור לכולם. תודה, ניר והמתרגלים |
| עדכון אחרון ב- 24/6/2021, 09:37:42 Last updated on 24/6/2021, 09:37:42 Последняя модификация 24/6/2021, 09:37:42 تمت الحتلنة الأخيرة ب- 24/6/2021, 09:37:42 |
Last lecture's recording | |
| Dear students, We recorded the missing part in the last lecture's recording (missing from minute 40), and it can be found in the lectures' Panopto folder. Best regards |
| פורסם ב- 6/7/2021, 11:25:48 Created on 6/7/2021, 11:25:48 Создано 6/7/2021, 11:25:48 تم النشر ب- 6/7/2021, 11:25:48 |
Update: Q11 in Major HW3 | |
| Dear students, We decided to not require an explanation in Q11. You can simply add the plot *without* explaining anything else (the behavior difference etc.). If you already wrote an explanation you can keep it and we will not check it. We again remind you to verify the prediction files' format (see previous message). Best regards |
| פורסם ב- 28/6/2021, 16:19:31 Created on 28/6/2021, 16:19:31 Создано 28/6/2021, 16:19:31 تم النشر ب- 28/6/2021, 16:19:31 |
Important: Format of prediction files in HW3 | |
| Dear students, The four prediction files you should submit in Major HW3 will affect 20 points in your grade for this assignment. Please make sure each file has only 2 columns with exactly 2,001 rows (including appropriate headers). The first column should consist of the exact IDs from the unlabeled dataset, and the second column should consist of the predictions. An example is shown in the last page of the instructions. Some students already submitted their predictions in incorrect formats, which may drastically hurt their grade (unless fixed by the deadline). Unlike HW2, we will not be able to accept appeals regarding this issue. Best regards |
| פורסם ב- 28/6/2021, 13:08:47 Created on 28/6/2021, 13:08:47 Создано 28/6/2021, 13:08:47 تم النشر ب- 28/6/2021, 13:08:47 |
Registration for Moed A in English | |
| Dear students, If you plan on attending MoedA (July 15th) and prefer to get a question form in English, please email us to the course email as soon as possible. Please specify if you are officially eligible for an English exam or if you do not, but simply prefer an English form. Best regards |
| עדכון אחרון ב- 23/6/2021, 15:39:02 Last updated on 23/6/2021, 15:39:02 Последняя модификация 23/6/2021, 15:39:02 تمت الحتلنة الأخيرة ب- 23/6/2021, 15:39:02 |
Short assignment 6 - Deep learning | |
| Dear students, The last short assignment is now available in the assignment section. Due by Thursday 01.07.2021 at 23:59. This assignment is very short and consists of one question only. Relevant are lecture 11 and tutorial 11. Good luck! |
| פורסם ב- 21/6/2021, 14:50:56 Created on 21/6/2021, 14:50:56 Создано 21/6/2021, 14:50:56 تم النشر ب- 21/6/2021, 14:50:56 |
Short assignment 4 is graded | |
| Dear students, The grades and feedbacks for the fourth short assignment are now available. Sadly, several students submitted assignments having exaggerated similarities to assignments of other students. All these assignments were given a grade of 0. The relevant students should send an explanation to the course email for further treatment. Best regards |
| עדכון אחרון ב- 20/6/2021, 16:45:06 Last updated on 20/6/2021, 16:45:06 Последняя модификация 20/6/2021, 16:45:06 تمت الحتلنة الأخيرة ب- 20/6/2021, 16:45:06 |
Major HW 2 is graded | |
| Dear students, The grades and feedbacks for the second major assignment are now available. Appeals can be sent to the course email by Thursday (24.06). |
| עדכון אחרון ב- 20/6/2021, 16:30:25 Last updated on 20/6/2021, 16:30:25 Последняя модификация 20/6/2021, 16:30:25 تمت الحتلنة الأخيرة ب- 20/6/2021, 16:30:25 |
Major assignment 3 - Regression | |
| Dear students, The last major assignment is now available. It is due by the end of the semester on Thursday 01.07.2021 at 23:59. Submission is in pairs only. The assignment is mandatory and its grade is worth 10% of the final grade. The assignment concentrates on predicting a continuous variable using data from the previous assignments. The required material is that of the first 10 lectures and 10 tutorials, but knowledge from more advanced lectures and tutorials may help you. Good luck! |
| עדכון אחרון ב- 14/6/2021, 22:48:08 Last updated on 14/6/2021, 22:48:08 Последняя модификация 14/6/2021, 22:48:08 تمت الحتلنة الأخيرة ب- 14/6/2021, 22:48:08 |
Short assignment 5 - Updated | |
| Dear students, We fixed two small mistakes in the assignment. Fixes are written in orange. Please download the updated version. |
| פורסם ב- 10/6/2021, 15:10:21 Created on 10/6/2021, 15:10:21 Создано 10/6/2021, 15:10:21 تم النشر ب- 10/6/2021, 15:10:21 |
Short assignment 5 - Regression and Boosting | |
| Dear students, Short assignment 5 (out of 6) is now available in the assignment section. Due by Sunday 20.06.2021 at 23:59. Relevant for this assignment are lectures 09-10 and tutorial 09. Tutorial 10 can help but is not required for it. Good luck! |
| פורסם ב- 9/6/2021, 07:59:40 Created on 9/6/2021, 07:59:40 Создано 9/6/2021, 07:59:40 تم النشر ب- 9/6/2021, 07:59:40 |
Short assignment 4 - Optimization | |
| Dear students, Short assignment 4 (out of 6) is now available in the assignment section. Due by Tuesday 08.06.2021 at 23:59. As promised, this assignment is shorter than usual. A good solution can take less than one (typed) page. Relevant for this assignment are lecture 07 and tutorial 07. Tutorial 08 can help but is not required for it. Good luck! |
| עדכון אחרון ב- 25/5/2021, 15:54:29 Last updated on 25/5/2021, 15:54:29 Последняя модификация 25/5/2021, 15:54:29 تمت الحتلنة الأخيرة ب- 25/5/2021, 15:54:29 |
Assignments - Deadlines extension | |
| Dear students, The last couple of weeks were difficult for many of us. Hence: - Short assignment 3 is extended until Tuesday (25.05). - Major assignment 2 is extended until Sunday (06.06). - Short assignment 4 that will be published this week, will be slightly shorter than planned. Best regards |
| עדכון אחרון ב- 22/5/2021, 20:18:58 Last updated on 22/5/2021, 20:18:58 Последняя модификация 22/5/2021, 20:18:58 تمت الحتلنة الأخيرة ب- 22/5/2021, 20:18:58 |
Midterm questionnaire | |
| Dear students, We hope that you are all safe and well. Now that we have completed half the course, we wish to get your feedback on the course so far. Please take a few minutes to complete the anonymous questionnaire we prepared. The link is under the "Course material" section. https://webcourse.cs.technion.ac.il/236756/Spring2021/lock_ho.html We would appreciate your cooperation, The staff |
| פורסם ב- 20/5/2021, 09:32:49 Created on 20/5/2021, 09:32:49 Создано 20/5/2021, 09:32:49 تم النشر ب- 20/5/2021, 09:32:49 |
Clarification regarding major HW2 | |
| Dear students, In case there have been any misunderstandings, the Virus classification task for major HW2 is to classify the “exact virus” of the patient, not only if they have COVID or not, as is written here: https://piazza.com/class/kjlgmbb4czu3bh?cid=114 Please stay up to date with the latest questions and answers on piazza as there might be important information relevant to you. Good luck, The course staff |
| פורסם ב- 19/5/2021, 18:28:57 Created on 19/5/2021, 18:28:57 Создано 19/5/2021, 18:28:57 تم النشر ب- 19/5/2021, 18:28:57 |
Major assignment 2 is out | |
| Dear students, We hope you are all safe and doing well. Major assignment 2 (out of 3) is now available. It is due by Thursday 03.06.2021 at 23:59. Submission is in pairs only. The assignment is mandatory and its grade is worth 10% of the final grade. The assignment concentrates on classification tasks on the data from the previous assignment. There is also a bonus competition. The maximal grade is 110. The assignment depends on the material of the first 6 lectures and 6 tutorials, but knowledge from more advanced lectures and tutorials may certainly help you. Good luck! |
| עדכון אחרון ב- 12/5/2021, 12:39:53 Last updated on 12/5/2021, 12:39:53 Последняя модификация 12/5/2021, 12:39:53 تمت الحتلنة الأخيرة ب- 12/5/2021, 12:39:53 |
Schedule changes for this week | |
| Dear students, To keep the classes synchronized and due to Shavuot, we make the following changes: - Monday, 10.05, Guy's 6th tutorial - as usual. - Tuesday, 11.05, no lecture by Nir and no tutorial by Itay. - Wednesday, 12.05, no tutorial by Amir. - Monday, 17.05, no tutorial by Guy. Starting Tuesday, 18.05, there should be no more schedule changes till the last week. Best regards |
| פורסם ב- 9/5/2021, 08:49:25 Created on 9/5/2021, 08:49:25 Создано 9/5/2021, 08:49:25 تم النشر ب- 9/5/2021, 08:49:25 |
Short assignment 3 - SVM and PAC | |
| Dear students, Short assignment 3 (out of 6) is now available in the assignment section. The assignment is due by Thursday 20.05.2021 at 23:59. Notice that the short assignments run in parallel to the major assignments. Please notice the deadlines and plan your time accordingly. Good luck! |
| פורסם ב- 4/5/2021, 16:44:51 Created on 4/5/2021, 16:44:51 Создано 4/5/2021, 16:44:51 تم النشر ب- 4/5/2021, 16:44:51 |
Important: attendance to online tutorials (Monday & Wednesday) | |
| Dear students, It has come to our attention that a vast majority of students prefer to watch the tutorial recordings rather than the online zoom tutorials, and some classes have been empty. Keep in mind that this hurts the quality of the tutorials as we cannot know whether or not the lesson is clearly understood. If this continues, we will cancel one of the online tutorial classes in hopes that more students will attend the single tutorial class and help preserve the quality of our lessons. The remaining will still be recorded. Hoping to see you in class, The course staff |
| עדכון אחרון ב- 4/5/2021, 08:10:52 Last updated on 4/5/2021, 08:10:52 Последняя модификация 4/5/2021, 08:10:52 تمت الحتلنة الأخيرة ب- 4/5/2021, 08:10:52 |
Amir's tutorial on this Wednesday is cancelled | |
| Dear students, Amir's 5th tutorial on Wednesday 28/04 is cancelled due to the Technion's career day. If you are on Amir's group, please watch instead one of these alternatives: a) Itay's hybrid tutorial on Tuesday 27/04 (not recorded) b) Guy's Zoom tutorial on Monday 03/05 (recorded) Best regards |
| פורסם ב- 26/4/2021, 17:41:49 Created on 26/4/2021, 17:41:49 Создано 26/4/2021, 17:41:49 تم النشر ب- 26/4/2021, 17:41:49 |
Quadratic kernel video | |
| Here is a link to the (old, but insightful) 3D visualization of how a quadratic kernel works: https://www.youtube.com/watch?v=3liCbRZPrZA Try to see if you can identify x, phi(x), w, and their respective spaces. Enjoy! Nir |
| פורסם ב- 22/4/2021, 15:53:04 Created on 22/4/2021, 15:53:04 Создано 22/4/2021, 15:53:04 تم النشر ب- 22/4/2021, 15:53:04 |
An additional weekly office hour | |
| Dear students, Due to the high demand, we add another weekly office hour on Mondays at 15:30-16:30. Now there is one office hour on Mondays (15:30) and another on Wednesdays (16:30). Link to the Zoom meetings are in the "course material" section. |
| פורסם ב- 21/4/2021, 18:07:03 Created on 21/4/2021, 18:07:03 Создано 21/4/2021, 18:07:03 تم النشر ب- 21/4/2021, 18:07:03 |
Changes in tutorials for week 4 | |
| Dear students, Following are some updates on the tutorials' schedule. * Amir: 3rd tutorial on Sunday (18.04) at 16:30-17:30. 4th tutorial on Wednesday as usual. * Guy: No tutorial next week. 4th tutorial on Monday 26.04. * Itay: 4th tutorial on Tuesday as usual. Best regards |
| עדכון אחרון ב- 15/4/2021, 19:32:00 Last updated on 15/4/2021, 19:32:00 Последняя модификация 15/4/2021, 19:32:00 تمت الحتلنة الأخيرة ب- 15/4/2021, 19:32:00 |
Short assignment 2 - Classification: Introduction | |
| Dear students, Short assignment 2 (out of 6) is now available in the assignment section. The assignment is due by Tuesday 27.04.2021 at 23:59. Each day of delay in submission costs 5 points. Notice that the short assignments run in parallel to the major assignments. Please notice the deadlines and plan your time accordingly. Good luck! |
| עדכון אחרון ב- 13/4/2021, 12:14:10 Last updated on 13/4/2021, 12:14:10 Последняя модификация 13/4/2021, 12:14:10 تمت الحتلنة الأخيرة ب- 13/4/2021, 12:14:10 |
Major assignment 1 is out | |
| Dear students, Major assignment 1 (out of 3) is now available in the assignment section. It is due by Tuesday 04.05.2021 at 23:59. Each day of delay costs 5 points. Submission is in pairs only. The assignment is mandatory and its grade is worth 10% of the final grade. We trust you to solve it solely with your partner. The assignment concentrates on data exploration and data preparation. All three major assignments will handle the same data, so that the insights you will gain in this assignment will help you throughout the two other assignments. The assignment depends on the material of the first 3 lectures and 2 tutorials, but knowledge from more advanced lectures and tutorials may certainly help you. Best regards |
| פורסם ב- 12/4/2021, 22:22:02 Created on 12/4/2021, 22:22:02 Создано 12/4/2021, 22:22:02 تم النشر ب- 12/4/2021, 22:22:02 |
Changes for week 3 | |
| Dear students, We have some changes in next week's schedule due to the national Memorial day. * The third lecture will be held on Sunday, 11.04, at 16:30-18:30, at Taub 2. * No lecture on Tuesday (13.04). * Guy's tutorial on Monday (12.04) - as usual. * Itay's tutorial on Tuesday (13.04) - as usual. * Amir's tutorial on Wednesday (14.04) is cancelled and rescheduled to Sunday (18.04) at 16:30-17:30. After next week the course schedule is supposed to stabilize. Best regards |
| פורסם ב- 7/4/2021, 08:54:36 Created on 7/4/2021, 08:54:36 Создано 7/4/2021, 08:54:36 تم النشر ب- 7/4/2021, 08:54:36 |
Reminder - Itay's first tutorial is on Sunday | |
| Dear student, We wish to remind you that Itay's first tutorial will be held on Sunday, 04.04, at 16:30-17:30. It will take place in Taub 5 and broadcasted live on Zoom (but not recorded). The second tutorial of this group will be held on the usual time (Tuesday). Happy Passover |
| עדכון אחרון ב- 4/4/2021, 08:23:01 Last updated on 4/4/2021, 08:23:01 Последняя модификация 4/4/2021, 08:23:01 تمت الحتلنة الأخيرة ب- 4/4/2021, 08:23:01 |
Class recordings | |
| Dear students, Links to the Panopto folders containing the recordings of the lectures and the tutorials are available on the course material section. Lectures: will all be recorded. Tutorials: only Guy's and Amir's (Monday and Wednesday) will be recorded. Itay's tutorials (Tuesday) will not be recorded. We wish you a happy Passover |
| עדכון אחרון ב- 25/3/2021, 15:47:35 Last updated on 25/3/2021, 15:47:35 Последняя модификация 25/3/2021, 15:47:35 تمت الحتلنة الأخيرة ب- 25/3/2021, 15:47:35 |
Short assignment 1 - Preparing for the course | |
| Dear students, Short assignment 1 (out of 6) is now available in the assignment section. The assignment is due by Monday 12.04.2021 at 23:59. Each day of delay in submission costs 5 points. The assignment will help you prepare for the course, both programmatically (in Python) and mathematically (probability and linear algebra). This preparation is especially important for the 3 major wet assignments. During the course we will use a Piazza forum for questions and discussions on the assignments, lectures, and tutorials. Please register at: https://piazza.com/technion.ac.il/spring2021/236756/home Wish you all a great semester! |
| עדכון אחרון ב- 21/3/2021, 08:04:40 Last updated on 21/3/2021, 08:04:40 Последняя модификация 21/3/2021, 08:04:40 تمت الحتلنة الأخيرة ب- 21/3/2021, 08:04:40 |
Physical attendance to classes | |
| Dear students, We remind you that the lectures and the Tuesday tutorials will be held hybridly, i.e., students can attend both physically and virtually. Physical attendance is allowed according to the green pass (התו הירוק) only. We currently do not require special registration for attending class, but we again ask you to fill your preferences and information in the questionnaire https://forms.gle/TrLYLeAhcnu4kJuB7 Finally, we remind you that the first lecture will be held on the upcoming Sunday (21.03) at 16:30-18:30 in Taub 1. Best regards |
| פורסם ב- 18/3/2021, 16:48:22 Created on 18/3/2021, 16:48:22 Создано 18/3/2021, 16:48:22 تم النشر ب- 18/3/2021, 16:48:22 |
First week announcements | |
| Dear students, Due to the election day on the semester's first Tuesday, the first lecture and the first Tuesday tutorial (by Itay) are rescheduled. 1. The first lecture will be held on the first day of the semester: Sunday, 21.03, at 16:30-18:30. It will take place in Taub 1, broadcasted live on Zoom (links will be in the "Course material" section), and recorded to Panopto. 2. Itay's first tutorial will be held after Passover, on Sunday, 04.04, at 16:30-17:30. It will take place in Taub 6 and broadcasted live on Zoom. Finally, we would like to remind you again to answer the questionnaire in: https://forms.gle/TrLYLeAhcnu4kJuB7 Best regards |
| עדכון אחרון ב- 15/3/2021, 19:06:09 Last updated on 15/3/2021, 19:06:09 Последняя модификация 15/3/2021, 19:06:09 تمت الحتلنة الأخيرة ب- 15/3/2021, 19:06:09 |
Welcome to Introduction to Machine Learning! (+ link to questionnaire) | |
| Dear Students, We are excited to begin the course next week! 1. First we would like to get to know you and understand how many people are planning to physically attend classes. Please answer the questionnaire in: https://forms.gle/TrLYLeAhcnu4kJuB7 2. We will be mostly using the CS webcourse platform for announcements and sharing written materials. 3. All course materials are written in English. Classes themselves will be held in Hebrew. Exams - in Hebrew (also English upon request). 4. Links to the Zoom lectures and tutorials (and their recordings) will be available in the "Course material" section. 5. The course is not based on a single book. We do offer some references to prominent literature in the syllabus, and we may refer to relevant chapters as the course progresses. 6. Course grading and assignments: - 60% exam - 3 major programming assignments: 30% of final grade (mandatory, submitted in pairs only). - 6 short assignments (mostly non-programming): 10% of final grade (mandatory, submitted individually) and also up to 5% "magen" to the final grade. - See the syllabus for full details. 7. If for some reason you are registered but decided not to take the course, please inform us at u236756MLatgmail.com as soon as possible. Good luck and health, Nir, Itay, Amir, and Guy. |
| עדכון אחרון ב- 15/3/2021, 07:30:24 Last updated on 15/3/2021, 07:30:24 Последняя модификация 15/3/2021, 07:30:24 تمت الحتلنة الأخيرة ب- 15/3/2021, 07:30:24 |
Waiting list for registration | |
| Dear students, The course registration for undergraduate students has ended and is now closed. Starting now, we open a waiting list for undergraduate students (with the required prerequisites) who wish to wait for a vacancy in case other students cancel their registration. The application form is available at: https://forms.gle/dEJfJdwH1UbYd4Aq8 You can apply until Thursday, Februrary 4th. Important: we will register applicants according to multiple considerations, not only the application date. Best regards |
| עדכון אחרון ב- 27/1/2021, 12:56:53 Last updated on 27/1/2021, 12:56:53 Последняя модификация 27/1/2021, 12:56:53 تمت الحتلنة الأخيرة ب- 27/1/2021, 12:56:53 |
Prerequisite enforcement | |
| Dear students, We emphasize again that the course has prerequisites which we fully enforce this semester. The prerequisites are *both*: (1) A course in probability (094412, 104034, or equivalent). (2) A course in numerical algorithms (234125, 104283, 095295, 084135, or 034033). (*) As an alternative to numerical algorithms we allow a course in optimization (236330, 046197, or 104193). Students who registered to our course without these prerequisites, are asked to cancel their registration ASAP. Please be considerate of other students who wish to register. Best regards |
| עדכון אחרון ב- 13/1/2021, 13:33:39 Last updated on 13/1/2021, 13:33:39 Последняя модификация 13/1/2021, 13:33:39 تمت الحتلنة الأخيرة ب- 13/1/2021, 13:33:39 |
Initial course announcements | |
| Dear students, The machine learning course (236756) of the CS faculty is being updated. Previously, the course was given in two different "versions": winter (more theoretical) and spring (more practical). Looking forward, we aim to unify the course and create a blend of theory and practice. We started this change during the last semester (Winter 20/21), and will continue it during the upcoming spring semester. The course should give a clear and sound mathematical understanding of machine learning. The students will also employ the learned machine learning algorithms to solve practical problems, mainly through the assignments. To create a common mathematical language, the following prerequisites will be enforced in the coming spring semester: 1. Probability (094412 or 104034). 2. Numerical algorithms (234125, 104283, 095295, 084135, or 034033) or Optimization (236330, 046197, or 104193). We will make effort to publish the course's syllabus and exact policy during the next week. Best regards The course staff |
| פורסם ב- 6/1/2021, 21:41:25 Created on 6/1/2021, 21:41:25 Создано 6/1/2021, 21:41:25 تم النشر ب- 6/1/2021, 21:41:25 |