היבחנות מיוחדת ומועד מילואים | |
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סטודנטים יקרים, אם מאיזושהי סיבה אתם זכאים להיבחן ע"פ נוהל היבחנות מיוחדת או זכאים למועד מילואים, אנא צרו איתנו קשר בדחיפות דרך המייל הקורסי עד סוף היום מחר (חמישי). צוות הקורס |
| פורסם ב-22/3/2023, 17:28:33 Created on 22/3/2023, 17:28:33 Создано22/3/2023, 17:28:33 تم النشر ب-22/3/2023, 17:28:33 |
Exam B: Appeal policy | |
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שלום לכולם, הסריקות זמינות כעת. - המטרה של ערעורים היא לתקן טעויות בבדיקה. למשל, תשובה שהובנה שלא כראוי, טעות בסכימת נקודות וכדומה. - לא ניתן לערער על כמות הנקודות שירדה על טעות מסוימת. אנחנו מחוייבים לשמור על אחידות במפתח הבדיקה. - ערעורים יתקבלו עד יום ראשון, 26.03, בשעה 23:59. - את הערעורים יש לשלוח *אך ורק* דרך הטופס המקוון הבא: https://forms.gle/DEFyuBXnpZ5Q86EF7 - לא ניתן להתייעץ עם חברי הצוות לגבי הערעורים (ובפרט, לגבי כדאיוּת הערעור). פניות פרטניות ניתן לשלוח למייל הקורסי. בברכה, צוות הקורס |
| פורסם ב-21/3/2023, 16:29:56 Created on 21/3/2023, 16:29:56 Создано21/3/2023, 16:29:56 تم النشر ب-21/3/2023, 16:29:56 |
Exam B: Results | |
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Dear students, The grades for Moed B are available. A partial solution can be found in the course material section. The improvement average for the final grades of students who attended both Moed A and B is 14.4 points. The scans will be probably made available by next Tuesday. We will announce the appeal process in a separate message. We hope you enjoyed the course! The course staff |
| עדכון אחרון ב-15/3/2023, 08:56:13 Last updated on 15/3/2023, 08:56:13 Последняя модификация15/3/2023, 08:56:13 تمت الحتلنة الأخيرة ب-15/3/2023, 08:56:13 |
Exam B: Announcements | |
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Dear students, The exam will take place on Tuesday, 14.03, at 09:00. Structure: Mostly similar to Moed A and the four previous semesters. Duration: 3 hours. Extra material: None. Calculator: Allowed. Writing: Pens only. We will answer questions on the Piazza until Monday at noon. Good luck! |
| עדכון אחרון ב-9/3/2023, 09:22:33 Last updated on 9/3/2023, 09:22:33 Последняя модификация9/3/2023, 09:22:33 تمت الحتلنة الأخيرة ب-9/3/2023, 09:22:33 |
Exam A: Appeal policy | |
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שלום לכולם, בעקבות בעיות טכניות, הטכניון לא יכול לסרוק את הבחינות בקורס שלנו. כחלופה - נערוך שעתיים לפתיחת מחברות באופן מסודר: - יום חמישי (23.02) בשעות 15:00-15:50 בטאוב 301. - יום ראשון (26.02) בשעות 11:00-11:50 בטאוב 301. יהיה עליכם להזדהות עם כרטיס סטודנט או תעודה מזהה. לכל סטודנט/ית יינתנו עד 5 דקות לצפייה במחברת הבחינה. אנחנו מאפשרים וממליצים לסרוק את מחברת הבחינה בטלפון נייד ולצפות בה בזמנכם החופשי. סטודנטים שלא יוכלו להגיע פיזית לקבל את עותק הבחינה יוכלו לשלוח נציג מטעמם עם צילום מלא וברור של תעודת הסטודנט שלהם. הנחיות לגבי ערעורים: - המטרה של ערעורים היא לתקן טעויות בבדיקה. למשל, תשובה שהובנה שלא כראוי, טעות בסכימת נקודות וכדומה. - לא ניתן לערער על כמות הנקודות שירדה על טעות מסוימת. אנחנו מחוייבים לשמור על אחידות במפתח הבדיקה. - ערעורים יתקבלו עד יום חמישי, 02.03, בשעה 23:59. - את הערעורים יש לשלוח *אך ורק* דרך הטופס המקוון הבא: https://forms.gle/fsDPaCnghMBfiB2q8 - לא ניתן להתייעץ עם חברי הצוות לגבי הערעורים (ובפרט, לגבי כדאיוּת הערעור). פניות פרטניות ניתן לשלוח למייל הקורסי. בברכה, צוות הקורס |
| עדכון אחרון ב-22/2/2023, 09:10:18 Last updated on 22/2/2023, 09:10:18 Последняя модификация22/2/2023, 09:10:18 تمت الحتلنة الأخيرة ب-22/2/2023, 09:10:18 |
Exam A: Results | |
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Dear students, The grades for Moed A are available. A partial solution can be found in the course material section. While grading the exams, we considered the feedback we got from your representative. A few students got 53 and their grade was increased to 55. The exam’s mean and median are comparable to the ones of the last two semesters. Unfortunately, these exams cannot be scanned. We will announce the appeal process in a separate message. We hope you enjoyed the course! The course staff |
| עדכון אחרון ב-21/2/2023, 10:30:43 Last updated on 21/2/2023, 10:30:43 Последняя модификация21/2/2023, 10:30:43 تمت الحتلنة الأخيرة ب-21/2/2023, 10:30:43 |
Major HW3 - Updated grades | |
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Dear students, We decided to add a few bonus points to your HW3 grades, to better reflect your efforts. Best regards |
| עדכון אחרון ב-8/2/2023, 18:45:24 Last updated on 8/2/2023, 18:45:24 Последняя модификация8/2/2023, 18:45:24 تمت الحتلنة الأخيرة ب-8/2/2023, 18:45:24 |
Office hours before the exam + Piazza Q&A | |
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Dear students, We will hold two office hours before the exam. - Sunday (12.02) at 17:30-18:30, by Noam, on Zoom. - Tuesday (14.02) at 13:00-14:45 (with a short break), by Itay, at Taub 2 *and* on Zoom. The link for our Zoom room is in the course material section. Regarding Piazza - we will answer questions posted until Monday (13.07). Please remember that we have limited time - we are also students and have our own exams. We will try to answer most of the questions, but we will prioritize concise ones. Feel free also to use the Piazza as a discussion platform between students. You can answer questions by your friends. Best regards |
| עדכון אחרון ב-11/2/2023, 18:14:16 Last updated on 11/2/2023, 18:14:16 Последняя модификация11/2/2023, 18:14:16 تمت الحتلنة الأخيرة ب-11/2/2023, 18:14:16 |
All assignment grades are now available | |
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Dear students, The feedbacks to Major HW3 and Short HW5 are now available. You may appeal until Wednesday at 23:59. We would like to remind you that the purpose of appealing is to fix errors in the grading process (e.g., when you believe that the grader missed a part of your answer), not to negotiate the amount of points deducted for each mistake. Please be considerate and try not to waste your time and ours. Best regards |
| פורסם ב-6/2/2023, 06:13:12 Created on 6/2/2023, 06:13:12 Создано6/2/2023, 06:13:12 تم النشر ب-6/2/2023, 06:13:12 |
Material for the exam | |
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Dear students, The exam will take place on Wednesday, 15.02, at 13:00. Structure: Mostly similar to the three previous semesters (with some differences). Earlier exams are less relevant but can still help you prepare. Duration: 3 hours. Extra material: None (closed-books exam). Calculator: Recommended. Material for the exam: everything from the lectures, tutorials, and homework. 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) * Dimensionality reduction * Specific small topics: LDA, Sauer–Shelah lemma * Evaluation metrics (AUC, ROC, Recall & Precision) For example, topics we focused on more than in some previous semesters: * Multinomial logistic regression * Optimization and convexity * Generative models (MLE, MAP, Naïve Bayes) In our exam, you will not be required to write code. We also do not expect you to memorize every formula we've seen to its finest details. However, you should thoroughly understand concepts such as gradient descent, convexity, MLE, bias-variance, etc. We will announce the preparation office hours tomorrow. Stay updated. Good luck! |
| עדכון אחרון ב-5/2/2023, 17:10:36 Last updated on 5/2/2023, 17:10:36 Последняя модификация5/2/2023, 17:10:36 تمت الحتلنة الأخيرة ب-5/2/2023, 17:10:36 |
Major HW 3 - Section 5 - Additional Tips | |
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In continuation to the previous announcement: If you encounter some difficulty with training the RandomForest model on the mapped features, please set the 'n_components' parameter in the RBF sampler to 2-4 instead of 100. Sincerely The course's staff |
| פורסם ב-23/1/2023, 16:32:01 Created on 23/1/2023, 16:32:01 Создано23/1/2023, 16:32:01 تم النشر ب-23/1/2023, 16:32:01 |
Major HW3 - Section 5 - Clarification | |
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שלום לכולם, כפי שנאמר בשעות הקבלה, הרעיון מאחורי חלק 5 במטלה היה לתת לאפשר לכם להתנסות בלפתור בעיות באופן שדומה יותר לעולם האמיתי, כאשר לא ידוע מראש אילו מיפויים הם הנכונים והאם בכלל יש צורך בהם, האם מדובר באותם מיפויים עבור כלל המאפיינים או במיפויים שונים למאפיינים שונים וכו׳. לכן, מן הסתם, לשאלה זו אין תשובה אחת נכונה וברורה וסטודנטים שונים יכולים לקבל תשובות שונות אך נכונות באותה מידה, בייחוד כאשר מתחשבים בהשפעות של פייפלין הנרמול האינדיווידואלי של כל זוג. על כן, רצינו לחדד את עניין הבדיקה של סעיף זה - אנחנו מעוניינים לראות תהליך חשיבה בריא בקבלת ההחלטות שלכם ונימוקים הגיונים מבוססים תוצאות אמפיריות קודמות (או משיקולים תיאורטיים אם ישנם כאלו). כלומר, הציון לא ייקבע לפי האם התשובה שלכם היא זהה לתשובה מסויימת שאנו מחפשים, או לפי רמת ביצועים מסויימת, אלא לפי דרך החשיבה שלכם והאופן בו ניגשתם לפתרון. שימו לב כי הסעיפים הקודמים מכילים רמזים משמעותיים לגבי אילו מאפיינים הם הרלוונטים לפתרון הסעיף, כאשר בסה״כ אמורים להספיק לכם בין 3-5 מאפיינים רלוונטים. בברכה, סגל הקורס |
| פורסם ב-23/1/2023, 16:08:33 Created on 23/1/2023, 16:08:33 Создано23/1/2023, 16:08:33 تم النشر ب-23/1/2023, 16:08:33 |
Short HW5 - Hint and Clarification | |
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Dear students, Starting from Q1.1, the PDFs and likelihoods should make use of indicator functions. Then, in Q1.4, we meant that you plot the log-likelihood *regardless* of these indicator terms (because we don't know the actual values at this point). Since this might be confusing, we will not check or grade Q1.4. The plot we requested is only meant to help you get an intuition for the answer in Q1.5. Best regards |
| פורסם ב-20/1/2023, 08:19:10 Created on 20/1/2023, 08:19:10 Создано20/1/2023, 08:19:10 تم النشر ب-20/1/2023, 08:19:10 |
Short HW5 - Minor but important correction | |
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Dear students, In Q1 the interval should be closed, i.e., [0,θ], and not an open interval like we wrote initially. |
| עדכון אחרון ב-17/1/2023, 20:54:30 Last updated on 17/1/2023, 20:54:30 Последняя модификация17/1/2023, 20:54:30 تمت الحتلنة الأخيرة ب-17/1/2023, 20:54:30 |
Short HW5 - Generative models and Deep learning | |
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Dear students, Short assignment 5 (out of 5) is now available. It is due by Wednesday, 25.01.2023 at 23:59. Since this is the last assignment, it is rather short and should take you 1-2 hours to answer. Best regards |
| פורסם ב-16/1/2023, 09:07:35 Created on 16/1/2023, 09:07:35 Создано16/1/2023, 09:07:35 تم النشر ب-16/1/2023, 09:07:35 |
Office hours: Correcting previous announcement | |
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Dear students, In the last announcement we wrote that the Thursday's office hours will take place at 14:30-15:20. This was an unfortunate mistake. The correct hours are 13:30-14:20 (relevant for next week). The next office hour will be on the coming Sunday. In the mean while, you can ask questions in the Piazza forum. We are very sorry for the inconvenience. |
| פורסם ב-12/1/2023, 15:36:14 Created on 12/1/2023, 15:36:14 Создано12/1/2023, 15:36:14 تم النشر ب-12/1/2023, 15:36:14 |
Office hours | |
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Dear students, We remind you that we hold a weekly office hour on: - Sundays at 17:00-18:00. In the following two weeks, we will hold an additional hour on: - Thursdays (19.01) at 13:30-14:20. All office hours are held on Zoom (link in course material). |
| עדכון אחרון ב-12/1/2023, 15:29:59 Last updated on 12/1/2023, 15:29:59 Последняя модификация12/1/2023, 15:29:59 تمت الحتلنة الأخيرة ب-12/1/2023, 15:29:59 |
Major HW3 - Regression | |
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Dear students, Major assignment 3 (out of 3) is now available. It is due by Wednesday 25.01.2023 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 regression models. Best regards |
| עדכון אחרון ב-5/1/2023, 21:40:11 Last updated on 5/1/2023, 21:40:11 Последняя модификация5/1/2023, 21:40:11 تمت الحتلنة الأخيرة ب-5/1/2023, 21:40:11 |
Major HW2 - Grades and feedback | |
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Dear students, The grades for Wet HW2 have been published. Like always, you may appeal during the following 3 workdays (until Thursday). We would like to remind you that the purpose of appealing is to fix errors in the grading process (e.g., when you believe that the grader missed a part of your answer), not to negotiate the amount of points deducted for each mistake. Please be considerate and try not to waste your time and ours. |
| עדכון אחרון ב-2/1/2023, 22:55:07 Last updated on 2/1/2023, 22:55:07 Последняя модификация2/1/2023, 22:55:07 تمت الحتلنة الأخيرة ب-2/1/2023, 22:55:07 |
Short HW4 - Optimization, Regression, and Boosting | |
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Dear students, Short assignment 4 (out of 5) is now available. It is due by Thursday 12.01.2023 at 23:59. Best regards |
| עדכון אחרון ב-1/1/2023, 11:21:10 Last updated on 1/1/2023, 11:21:10 Последняя модификация1/1/2023, 11:21:10 تمت الحتلنة الأخيرة ب-1/1/2023, 11:21:10 |
ועדות משמעת | |
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לסטודנטים שלום, בעקבות מקרי העתקה חריגים בתרגילי הבית, אנו נאלצים להעלות סטודנטים לוועדות משמעת טכניוניות. המעמד הזה לא נעים לנו ובוודאי שגם לא לכם. המטלות מהוות 35% מהציון בקורס ולכן אנו מתייחסים למקרים כאלה ברצינות רבה. אנא הימנעו ממצבים כאלה בהמשך, צוות הקורס |
| פורסם ב-26/12/2022, 18:25:31 Created on 26/12/2022, 18:25:31 Создано26/12/2022, 18:25:31 تم النشر ب-26/12/2022, 18:25:31 |
Major 2 - Clarification | |
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Dear students, Question 17 ends with "as in (Q8)" but should say "as in (Q3)". Please answer according to Q3. |
| פורסם ב-15/12/2022, 16:38:37 Created on 15/12/2022, 16:38:37 Создано15/12/2022, 16:38:37 تم النشر ب-15/12/2022, 16:38:37 |
Reminder: No ML classes next week | |
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Dear students, Next week we will not hold any lectures or tutorials. We will meet again for the 9th lecture on Monday, December 26th. Happy holidays |
| פורסם ב-15/12/2022, 09:23:37 Created on 15/12/2022, 09:23:37 Создано15/12/2022, 09:23:37 تم النشر ب-15/12/2022, 09:23:37 |
Major HW1 - Grading scheme | |
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Dear students, The "aesthetics" part in the feedback refers mainly to the readability of plots in your report. Specifically, we deducted points for *any* missing titles, axis labels, grid lines, and or legends. This was explicitly and elaborately required on page 3 of the assignment. We mentioned that failing to follow these instructions will lead to a points deduction and also reminded you of this requirement on pages 6, 9, and 12. We strongly believe that the readability of reports and of the plots within them is essential when communicating science. Given the above, we believe that allocating 4 points to these issues is by no means "exaggerated". Best regards The course staff |
| עדכון אחרון ב-13/12/2022, 12:25:06 Last updated on 13/12/2022, 12:25:06 Последняя модификация13/12/2022, 12:25:06 تمت الحتلنة الأخيرة ب-13/12/2022, 12:25:06 |
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 may lead to a renewed grading of the entire submission. Best regards |
| עדכון אחרון ב-17/11/2022, 18:40:17 Last updated on 17/11/2022, 18:40:17 Последняя модификация17/11/2022, 18:40:17 تمت الحتلنة الأخيرة ب-17/11/2022, 18:40:17 |
Major HW2 - Clarificaiton | |
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Dear students, There was a contradiction in HW2's instructions. In questions 17 and 18 you should work with the spread label, not with the risk. Best regards |
| עדכון אחרון ב-10/12/2022, 18:18:13 Last updated on 10/12/2022, 18:18:13 Последняя модификация10/12/2022, 18:18:13 تمت الحتلنة الأخيرة ب-10/12/2022, 18:18:13 |
Major HW2 and Short HW3 are out | |
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Dear students, Major assignment 2 (out of 3) is now available. It is due by Tuesday 27.12.2022 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. Also, short assignment 3 (out of 5) is now available. It is due by Sunday 18.12.2022 at 23:59. Best regards |
| עדכון אחרון ב-5/12/2022, 13:03:59 Last updated on 5/12/2022, 13:03:59 Последняя модификация5/12/2022, 13:03:59 تمت الحتلنة الأخيرة ب-5/12/2022, 13:03:59 |
Schedule updates for this week: Noam's tutorial and Tuesday's office hour | |
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Dear students, - Only this week, Noam's Tutorial on Tuesday, 29.11, will be held two hours earlier (at 14:30) at Ulmann 603. - The office hour scheduled for Tuesday will be held instead on Monday, 28.11, at 16:30 (Zoom). Thank you for your understanding |
| פורסם ב-27/11/2022, 10:00:16 Created on 27/11/2022, 10:00:16 Создано27/11/2022, 10:00:16 تم النشر ب-27/11/2022, 10:00:16 |
Major HW1 - Clarificaitons | |
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Dear students, Following some questions we got, we updated the instructions of Major HW1 in very few places to make things clearer and to fix broken cross-references inside the document. The changes are marked in orange and appear on pages 7, 11, 12, and 13. Please download the updated document and make sure your answers suit the clarifications. Best regards |
| עדכון אחרון ב-18/11/2022, 11:50:43 Last updated on 18/11/2022, 11:50:43 Последняя модификация18/11/2022, 11:50:43 تمت الحتلنة الأخيرة ب-18/11/2022, 11:50:43 |
Students repeating the course | |
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Dear students, Students who repeat the course *should not* redo the major assignments (but should do the short ones). These students are required to email their details to the course mail ASAP. Best regards |
| פורסם ב-17/11/2022, 15:22:56 Created on 17/11/2022, 15:22:56 Создано17/11/2022, 15:22:56 تم النشر ب-17/11/2022, 15:22:56 |
Short HW2 - Minor correction | |
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Dear students, The distances in the second dataset of Q3 were not clear enough. We slightly updated the dataset (added one data-point). Now it should be unambiguous. Please make sure you work with the updated file. Best regards |
| פורסם ב-12/11/2022, 19:16:50 Created on 12/11/2022, 19:16:50 Создано12/11/2022, 19:16:50 تم النشر ب-12/11/2022, 19:16:50 |
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. It is due by Wednesday 30.11.2022 at 23:59. 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-11/11/2022, 14:13:18 Created on 11/11/2022, 14:13:18 Создано11/11/2022, 14:13:18 تم النشر ب-11/11/2022, 14:13:18 |
Short HW2 - Classification: Introduction | |
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Dear students, Short assignment 2 (out of 5) is now available. It is due by Thursday 24.11.2022 at 23:59. Best regards |
| פורסם ב-11/11/2022, 07:52:46 Created on 11/11/2022, 07:52:46 Создано11/11/2022, 07:52:46 تم النشر ب-11/11/2022, 07:52:46 |
Office hours | |
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Dear students, Starting today, we will hold a weekly office hour on Zoom on Sundays at 17:00-18:00. The link can be found in the course material section. When the major assignments are out, we will hold additional office hours and publish them separately. Best regards |
| פורסם ב-6/11/2022, 08:39:46 Created on 6/11/2022, 08:39:46 Создано6/11/2022, 08:39:46 تم النشر ب-6/11/2022, 08:39:46 |
Short HW1 - Minor correction | |
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Dear students, Notice that in the placekeeper for the answer of Q1.1 in the probability refresher, we accidently wrote that the expectation of the empirical *mean* is equal to the expectation of the empirical *sum*. That is, we omitted the (1/m). Please remember to use it. We also refer you to the Piazza thread: https://piazza.com/class/l9kzjb3q2uf6u/post/l9rs3lnikvt70b Best regards |
| פורסם ב-31/10/2022, 18:16:45 Created on 31/10/2022, 18:16:45 Создано31/10/2022, 18:16:45 تم النشر ب-31/10/2022, 18:16:45 |
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 Monday 07.11.2022 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/winter2023/236756 Wish you all a great semester! |
| פורסם ב-24/10/2022, 14:52:51 Created on 24/10/2022, 14:52:51 Создано24/10/2022, 14:52:51 تم النشر ب-24/10/2022, 14:52:51 |
Prerequisite enforcement | |
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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, 104222, 094481, 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. Best regards |
| פורסם ב-23/10/2022, 12:48:27 Created on 23/10/2022, 12:48:27 Создано23/10/2022, 12:48:27 تم النشر ب-23/10/2022, 12:48:27 |
Welcome to Introduction to ML! | |
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Dear students, We are excited to begin the course next week! 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 last year (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 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. Good luck, Yonatan, Itay, Yonatan, Era, and Noam |
| פורסם ב-19/10/2022, 11:15:58 Created on 19/10/2022, 11:15:58 Создано19/10/2022, 11:15:58 تم النشر ب-19/10/2022, 11:15:58 |