תרגול השלמה לקבוצה של נעם | |
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שלום רב, ביום ראשון הקרוב בשעה 16:30 יערך תרגול השלמה לקבוצה של נעם. התרגול יערך בזום בלבד. ניתן כמובן להשלים את התרגול גם מהקלטות בפנופטו. חג שמח |
| פורסם ב-25/5/2023, 12:57:53 Created on 25/5/2023, 12:57:53 Создано25/5/2023, 12:57:53 تم النشر ب-25/5/2023, 12:57:53 |
Short HW3 - SVM, Optimization, and PAC learning | |
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Dear students, Short assignment 3 (out of 5) is now available. It is due by Sunday 11.05.2023 at 23:59. Happy Shavuot |
| פורסם ב-25/5/2023, 09:10:42 Created on 25/5/2023, 09:10:42 Создано25/5/2023, 09:10:42 تم النشر ب-25/5/2023, 09:10:42 |
Office hours in the upcoming weeks | |
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Dear students, We will hold office hours on Zoom (link in the course materials) on: - Mondays (29.05, 05.06) at 15:00-15:50. - Wednesdays (24.05, 31.05, 07.06) at 19:30-20:20. Best regards |
| פורסם ב-24/5/2023, 08:35:43 Created on 24/5/2023, 08:35:43 Создано24/5/2023, 08:35:43 تم النشر ب-24/5/2023, 08:35:43 |
ביטול הרצאה בעקבות שביתת הסגל הבכיר | |
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שלום רב, לאור שביתת הסגל הבכיר ההרצאה של מחר (שלישי) לא תתקיים. התרגולים השבוע יערכו כסדרם. העלינו לאתר חומר מהרצאות בסמסטרים קודמים כדי שסטודנטים המעוניינים בכך יוכלו להתכונן לתרגולים. בברכה, צוות הקורס |
| פורסם ב-22/5/2023, 13:31:35 Created on 22/5/2023, 13:31:35 Создано22/5/2023, 13:31:35 تم النشر ب-22/5/2023, 13:31:35 |
Major HW2 is out | |
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Dear students, Major assignment 2 (out of 3) is now available. It is due by Thursday, 08.06.2023 at 23:59. Submission is in pairs only. The assignment is mandatory and its grade is worth 8.33% of the final grade. The assignment concentrates on classification models and basic model selection. Best regards |
| פורסם ב-21/5/2023, 23:11:24 Created on 21/5/2023, 23:11:24 Создано21/5/2023, 23:11:24 تم النشر ب-21/5/2023, 23:11:24 |
תזכורת: יום ראשון הקרוב הוא במתכונת יום חמישי | |
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התרגול של נעם יערך בשעה 10:30 כרגיל. בהצלחה |
| פורסם ב-19/5/2023, 10:23:24 Created on 19/5/2023, 10:23:24 Создано19/5/2023, 10:23:24 تم النشر ب-19/5/2023, 10:23:24 |
Lecture 6 tomorrow is cancelled. Please watch the Panopto recording | |
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Dear students, Unfortunately, tomorrow's lecture is cancelled due to personal reasons. Please watch Nir's Panopto recording instead. https://panoptotech.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=3b01da27-9b74-420d-a16c-ad1e00c3ddcd Note that tomorrow's tutorial will be held as usual. We are sorry for the inconvenience. |
| עדכון אחרון ב-15/5/2023, 22:10:57 Last updated on 15/5/2023, 22:10:57 Последняя модификация15/5/2023, 22:10:57 تمت الحتلنة الأخيرة ب-15/5/2023, 22:10:57 |
Major HW1 - Fixing Q22 | |
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Dear students, We were convinced by some students that Q22 is most probably impossible in its current form. Apparently, we made a mistake in our answer (we didn't consider cases where non-homogeneous linear classifiers can yield constant classifiers). We updated the assignment to require *six* points in Q22 (instead of 4-5). Now we are confident that the question is feasible. Bonus: some of you showed remarkable efforts in searching for an answer for 4-5 examples and/or tried to prove it is impossible. You can attach a brief summary (up to 1 page) of your efforts to the assignment (right after your answer to the updated Q22). We will grant up to 10 bonus points in the assignment for such extraordinary ideas (grading will be entirely at our own discretion). Best regards |
| פורסם ב-10/5/2023, 18:08:43 Created on 10/5/2023, 18:08:43 Создано10/5/2023, 18:08:43 تم النشر ب-10/5/2023, 18:08:43 |
Major HW1 - Clarifications | |
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Dear students, We added several minor clarifications on pages 7 and 16 of the major assignment. The changes are highlighted in orange. Make sure to download the updated assignment and update your answers accordingly (if needed). Best regards |
| פורסם ב-8/5/2023, 20:27:46 Created on 8/5/2023, 20:27:46 Создано8/5/2023, 20:27:46 تم النشر ب-8/5/2023, 20:27:46 |
Complementary tutorial for Itay's group (Tuesday) | |
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Dear students, Instead of today's tutorial, Itay will hold a complementary class for the 4th tutorial (SVM) on Sunday (07.05) at 16:30. The tutorial will be held on Zoom only (link in the course material). If you prefer, you can instead attend one of the other 3 tutorials by the other TAs. You can also watch the recording on our Panopto. Best regards |
| עדכון אחרון ב-2/5/2023, 18:06:47 Last updated on 2/5/2023, 18:06:47 Последняя модификация2/5/2023, 18:06:47 تمت الحتلنة الأخيرة ب-2/5/2023, 18:06:47 |
Complementary lecture reminder | |
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Dear students, Nir will hold a complementary lecture today at 16:30-18:20, at Taub 2. The lecture will not be recorded but you can watch a previous recording on Panopto. On Tuesday there will be no lecture or tutorial. Best regards |
| פורסם ב-30/4/2023, 11:53:27 Created on 30/4/2023, 11:53:27 Создано30/4/2023, 11:53:27 تم النشر ب-30/4/2023, 11:53:27 |
Office hours in the upcoming weeks | |
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Dear students, We will hold office hours on Zoom (link in the course materials) on: - Mondays (01.05, 08.05, 15.05) at 17:30-18:20. - Thursdays (04.05, 11.05) at 14:30-15:20. Best regards |
| פורסם ב-27/4/2023, 19:45:37 Created on 27/4/2023, 19:45:37 Создано27/4/2023, 19:45:37 تم النشر ب-27/4/2023, 19:45:37 |
Major HW1 - Data Exploration and Preparation | |
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Dear students, Major assignment 1 (out of 3) is now available in the assignment section. Submission is in pairs *only*. The assignment is mandatory and its grade is worth 8.33% 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, the insights you will gain in this assignment will help you throughout the two other assignments. A few remarks: 1. Stay calm. There are many ways to tackle and solve this assignment. You are assessed based on your report, reasoning and explanations. We do not expect a very specific set of decisions from your side. 2. Don’t get stuck on the first questions, e.g., typing of columns. If you’re not sure, guess and then come back later after you have finished your analysis and become more informed. It is common in ML projects rerun the different parts of the notebook several times (one of the reasons we use jupyter). Best regards |
| פורסם ב-27/4/2023, 16:51:05 Created on 27/4/2023, 16:51:05 Создано27/4/2023, 16:51:05 تم النشر ب-27/4/2023, 16:51:05 |
Schedule updates for next week | |
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Dear students, Next week, there will be no classes (no lecture, no tutorials). Nir will hold a complementary lecture on Sunday, 30.04, at 16:30-18:20, at Taub 2. Best regards |
| פורסם ב-20/4/2023, 21:35:38 Created on 20/4/2023, 21:35:38 Создано20/4/2023, 21:35:38 تم النشر ب-20/4/2023, 21:35:38 |
Short HW2 - Classification: Introduction | |
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Dear students, Short assignment 2 (out of 5) is now available. It is due by Thursday 04.05.2023 at 23:59. Best regards |
| עדכון אחרון ב-19/4/2023, 10:17:11 Last updated on 19/4/2023, 10:17:11 Последняя модификация19/4/2023, 10:17:11 تمت الحتلنة الأخيرة ب-19/4/2023, 10:17:11 |
Homework appeal policy | |
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Dear student, During the course you may appeal on your homework grades by writing a concise appeal to the course's email. Appeals will be accepted for 3 consecutive work days after the grades and feedbacks are published, and will lead to a renewed grading of the entire submission. Consequently, your grade may also decrease. Best regards |
| פורסם ב-17/4/2023, 12:26:40 Created on 17/4/2023, 12:26:40 Создано17/4/2023, 12:26:40 تم النشر ب-17/4/2023, 12:26:40 |
Schedule updates for this week | |
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Dear students, The second part of the 3rd lecture will be held on Tuesday at 11:30-12:20. All tutorials will be held as usual. Best regards |
| פורסם ב-16/4/2023, 08:11:46 Created on 16/4/2023, 08:11:46 Создано16/4/2023, 08:11:46 تم النشر ب-16/4/2023, 08:11:46 |
Schedule updates + Office hour | |
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Dear students, We will hold a Zoom office hour on Sunday, 02.04, at 17:30. The link can be found in the course material section. Additional hours will be announced after Passover. Next week, there will be *no tutorials* (not even on Tuesday). Moreover, Nir will hold only *one* hour of the lecture on Tuesday, at 11:30-12:20. The second part will be held after Passover. Best regards |
| עדכון אחרון ב-31/3/2023, 09:38:27 Last updated on 31/3/2023, 09:38:27 Последняя модификация31/3/2023, 09:38:27 تمت الحتلنة الأخيرة ب-31/3/2023, 09:38:27 |
ההוכחה משיעור 2 | |
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שלום לכולם, לגבי הצעד בהוכחה בשיעור מספר 2: במהלך השיעור חשבנו שאבד הקשר ל-y, אבל שימו לב שהוא מגיע מההגדרה של b0. הטענה היא ש-b0<a0 אמ״מ אף דוגמה לא מוכלת בקטע (a0,a*). בכיון האחד, אם b0<a0, אז כל הודגמאות השליליות יותר קטנות מ-a0, וכל הדוגמאות החיוביות גדולות מ-a*. בכיון השני, אם אין דוגמאות בתוך הקטע, אז כל השליליות קטנות מ-a0 ולכן b0 גם כן (כי הוא מוגדר לפי השליליות). הנקודות החיוביות לא משפיעות על b0. ואם אין שליליות, אז b0=-inf, ולכן קטן מ-a0. נעלה לאתר מצגת עם תוספת של ההוכחה. ניר |
| פורסם ב-29/3/2023, 19:49:40 Created on 29/3/2023, 19:49:40 Создано29/3/2023, 19:49:40 تم النشر ب-29/3/2023, 19:49:40 |
Short HW1 - Preparing for the course | |
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Dear students, Short assignment 1 (out of 5) is now available. It is due by Tuesday 04.04.2023 at 23:59. The assignment will help you prepare for the course, both programmatically (in Python) and mathematically (probability and linear algebra). This preparation is very important for the rest of the course. Note that the assignment seems longer than it actually is. During the course we will use a Piazza forum for questions and discussions on the assignments, lectures, and tutorials. Please register at: http://piazza.com/technion.ac.il/spring2023/236756 Wishing you all a great semester! |
| פורסם ב-23/3/2023, 17:35:45 Created on 23/3/2023, 17:35:45 Создано23/3/2023, 17:35:45 تم النشر ب-23/3/2023, 17:35:45 |
Welcome to Introduction to ML! | |
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Dear students, We are excited to begin the course! 1. Prerequisites will be *fully* enforced at the beginning of the semester. 2. Frontal instruction: all lectures and tutorials are currently planned to be only frontal. 3. Recordings: we will provide you with the Panopto folders of the lectures and tutorials from 2021 (course material section). We highly advise you to attend physically the classes of the current semester. The recordings should be used as a "Plan B", since they are outdated on several places. The obligating material for the assignments and the exams is the one we will teach during the *current* semester. 4. Written correspondence will be made using only the course email at u236756MLatgmail.com 5. Course materials are written in English. Classes will be held in Hebrew. Exams - in Hebrew. If you need an English exam, please contact the course email ASAP. 6. 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. 7. Course grading and assignments: - 65% exam (55+ to pass). - 3 major programming assignments: 25% of final grade (mandatory, submitted in pairs only). - 5 short assignments (mostly non-programming): 10% of final grade (mandatory, submitted individually). - See the syllabus for full details. 8. Students repeating the course: Can migrate the major assignments' grades from the previous semester, but *must* redo the updated short assignments. Good luck, Nir, Itay, Yonatan, Era, and Noam |
| עדכון אחרון ב-19/3/2023, 19:46:59 Last updated on 19/3/2023, 19:46:59 Последняя модификация19/3/2023, 19:46:59 تمت الحتلنة الأخيرة ب-19/3/2023, 19:46:59 |