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NPTEL Introduction to Machine Learning Assignment 2 Answers 2023

• by QuizXp Team
• February 8, 2023 February 8, 2023

NPTEL Introduction to Machine Learning Assignment 2 Answers 2023? This article will help you with the answer to the  Nation al Programme on Technology Enhanced Learning  ( NPTEL )  Course “ Introduction to Machine Learning Assignment 2 “

Below you can find the answers for Introduction to Machine Learning Assignment 2 Answers 2023

NPTEL Introduction to Machine Learning Assignment 2 Answers 2023:-

Q1. Given a training data set of 10,000 instances, with each input instance having 17 dimensions and each output instance having 2 dimensions, the dimensions of the design matrix used in applying linear regression to this data is

For week 1 Answers:- Click Here

Q2. Suppose we want to add a regularizer to the linear regression loss function, to control the magnitudes of the weights β . We have a choice between Ω1(β)=Σpi=1|β| and Ω2(β)=Σpi=1β2 Which one is more likely to result in sparse weights?

Q3. The model obtained by applying linear regression on the identified subset of features may differ from the model obtained at the end of the process of identifying the subset during

Q4. Consider forward selection, backward selection and best subset selection with respect to the same data set. Which of the following is true?

Next Week Answers: Assignment 03

Q5. In the lecture on Multivariate Regression, you learn about using orthogonalization iteratively to obtain regression co-effecients. This method is generally referred to as Multiple Regression using Successive Orthogonalization. In the formulation of the method, we observe that in iteration k , we regress the entire dataset on z0,z1,…zk−1 . It seems like a waste of computation to recompute the coefficients for z0 a total of p times, z1 a total of p−1 times and so on. Can we re-use the coefficients computed in iteration j for iteration j+1 for zj−1 ?

Q6. Principal Component Regression (PCR) is an approach to find an orthogonal set of basis vectors which can then be used to reduce the dimension of the input. Which of the following matrices contains the principal component directions as its columns (follow notation from the lecture video)

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Q7. We want to learn a function f(x) of the form f(x)=ax+b which is parameterised by (a,b) . Using squared error as the loss function, which of the following parameters would you use to model this function to get a solution with the minimum loss.

Q8. Let us build a nearest neighbours classifier that will predict which language a word belongs to. Say we represent each word using the following features.

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Introduction to Machine Learning NPTEL Week 2 Solutions NPTEL 2023

This set of MCQ(multiple choice questions) focuses on the Introduction to Machine Learning NPTEL 2023 Week 2 Solutions .

With the increased availability of data from varied sources there has been increasing attention paid to the various data driven disciplines such as analytics and machine learning. In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each of these paradigms.

Course layout

Answers COMING SOON! Kindly Wait!

Week 1:  Assignment answers Week 2: Assignment answers Week 3: Assignment answers Week 4: Assignment answers Week 5: Assignment answers Week 6: Assignment answers Week 7: Assignment answers Week 8: Assignment answers Week 9: Assignment answers Week 10: Assignment answers Week 11: Assignment answers Week 12: Assignment answers

NOTE:  You can check your answer immediately by clicking show answer button. Introduction to Machine learning NPTEL 2023 Week 2 Assignment Solution” contains 8 questions.

Now, start attempting the quiz.

Introduction to Machine learning NPTEL 2023 Week 2 Solutions

Q1. Given a training data set of 10,000 instances, with each input instance having 17 dimensions and each output instance having 2 dimensions, the dimensions of the design matrix used in applying linear regression to this data is

a) 10000 × 17 b) 10002 × 17 c) 10000 × 18 d) 10000 × 19

Suppose we want to add a regularizer to the linear regression loss function, to control the magnitudes of the weights ββ. We have a choice between Ω1(β)=Σpi=1|β|Ω1()=Σ=1|| and Ω2(β)=Σpi=1β2Ω2()=Σ=12 Which one is more likely to result in sparse weights?

a) Ω1 b) Ω2 c) Both Ω1Ω1 and Ω2Ω2 will result in sparse weights d) Neither of Ω1Ω1 or Ω2Ω2 can result in sparse weights.

Q3. The model obtained by applying linear regression on the identified subset of features may differ from the model obtained at the end of the process of identifying the subset during

a) Forward stepwise selection b) Backward stepwise selection c) Forward stagewise selection d) All of the above

Introduction to Machine Learning NPTEL Week 2 Solutions

Q4. Consider forward selection, backward selection and best subset selection with respect to the same data set. Which of the following is true?

a) Best subset selection can be computationally more expensive than forward selection b) Forward selection and backward selection always lead to the same result c) Best subset selection can be computationally less expensive than backward selection d) Best subset selection and forward selection are computationally equally expensive e)  Both (b) and (d)

Q5. In the lecture on Multivariate Regression, you learn about using orthogonalization iteratively to obtain regression co-effecients. This method is generally referred to as Multiple Regression using Successive Orthogonalization. In the formulation of the method, we observe that in iteration k, we regress the entire dataset on z0,z1,…zk−10,1,…−1 . It seems like a waste of computation to recompute the coefficients for z00 a total of p times, z11 a total of p−1−1 times and so on. Can we re-use the coefficients computed in iteration j for iteration j+1+1 for zj−1−1 ?

a) No. Doing so will result in the wrong γγ matrix. and hence, the wrong βiβ ’s. b) Yes. Since zj−1−1 is orthogonal to zj−l∀l≤j1−∀≤1, the multiple regression in each iteration is essentially a univariate regression on each of the previous residuals. Since the regression coefficients for the previous residuals don’t change over iterations, we can re-use the coefficients for further iterations.

Q6. Principal Component Regression (PCR) is an approach to find an orthogonal set of basis vectors which can then be used to reduce the dimension of the input. Which of the following matrices contains the principal component directions as its columns (follow notation from the lecture video)

a) X b) S c) Xc d) V e) U

Q7. Consider the following five training examples

We want to learn a function f(x)() of the form f(x)=ax+b()=+ which is parameterised by (a,b)(,). Using squared error as the loss function, which of the following parameters would you use to model this function to get a solution with the minimum loss

a) (4,3) b) (1,4) c) (4,1) d) (3,4)

Q8. Here is a data set of words in two languages.

Let us build a nearest neighbours classifier that will predict which language a word belongs to. Say we represent each word using the following features.• Length of the word• Number of consonants in the word• Whether it ends with the letter ’o’ (1 if it does, 0 if it doesn’t)For example, the representation of the word ‘waffle’ would be [6, 2, 0]. For a distance function, use the Manhattan distance. d(a,b)=Σni=1|ai−bi|(,)=Σ=1|−| where a,b∈Rn,∈

Take the input word ‘keto’. With k = 1, the predicted language for the word is?

a) English b) Vinglish c) None of the above

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What We Know About the Drone Attack on Moscow

Russia’s Defense Ministry said that at least eight drones had targeted Moscow and the surrounding region.

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By Ivan Nechepurenko and Anatoly Kurmanaev

• Published May 30, 2023 Updated May 31, 2023

Moscow came under a drone attack early Tuesday, according to Russian officials, the first strike to hit civilian areas in the capital and another sign that the war in Ukraine is increasingly touching the heart of Russia.

Here is what we know about the attack.

What happened?

Explosions were reported in Moscow early on Tuesday morning, with Russia’s Defense Ministry saying that at least eight drones had targeted the capital and the surrounding region.

All of the drones were intercepted, the ministry said in a statement, saying that electronic jamming measures forced some to deviate from intended targets and that others had been shot down outside the city limits by air defenses. It did not specify what the targets may have been.

Three residential buildings in Moscow were damaged by drones after they were intercepted, according to the office of the Russian prosecutor general. Some residents were briefly evacuated early Tuesday, said Sergei Sobyanin, the city’s mayor.

Mr. Sobyanin said in a post on the Telegram messaging app that two people required medical attention but that no one was seriously injured.

Who was behind the attack?

Russia’s Ministry of Defense blamed the Ukrainian government for what it described as a “terrorist attack.”

A spokesman for Ukraine’s Air Force, which typically maintains a policy of strategic ambiguity about any strikes on Russian territory, declined to comment on the attack. But Mykhailo Podolyak, an adviser to President Volodymyr Zelensky of Ukraine, said Kyiv was not “directly involved” in the drone assault on Moscow, though was “happy” to watch.

Russia’s Investigative Committee, the country’s equivalent to the F.B.I., said it had started an inquiry into the attack.

What was targeted?

The intended target of the drone attack was not immediately clear. Video verified by The New York Times shows a 25-story residential building on the southwestern outskirts of Moscow lightly scorched on the exterior. The wreckage of a drone wing is shown just outside the building.

Other videos verified by The Times were filmed eight miles away, outside a building where Russian news media reported that a drone had flown inside. The footage shows two apparent drone wings outside the residential building.

In additional video footage, a third building, also reported to have been hit by a drone, has a broken window. All three residential buildings in the videos are along the southwestern outskirts of Moscow in upper-middle-class areas of the city.

Why is it significant?

Moscow is about 310 miles from the border with Ukraine, and the attack on Tuesday was the first time that drones have hit residential areas of the city since the full-scale invasion of Ukraine.

Earlier this month, there were nighttime explosions over the Kremlin, which Russia said were a drone attack and an assassination attempt on President Vladimir V. Putin. On the day of the blasts, Mr. Zelensky publicly denied responsibility, asserting that Ukraine fights on its own territory. U.S. intelligence officials said that one of Ukraine’s special military or intelligence units most likely orchestrated the attack , adding that they had “low” confidence that the Ukrainian government had directly authorized it.

American officials have in the past voiced concern that Ukrainian attacks on Russian soil could provoke Mr. Putin without having a direct effect on the battlefield — one reason that Washington has withheld from Ukraine weapons that could be used to strike deep into Russia.

The reality of the war in Ukraine has largely been perceived as distant for much of the Russian public, but the attacks on Moscow could change that and possibly even threaten overall support for Mr. Putin’s handling of what the Kremlin has called the “ special military operation .”

One worry is that attacks in Russia could serve as a pretext for Mr. Putin to escalate the war in some way, such as striking key government buildings in Kyiv and trying to decapitate the Ukrainian government.

The Kremlin’s reaction to Tuesday’s drone attack was muted. Dmitri S. Peskov, the Kremlin’s spokesman, told reporters that the Defense Ministry “acted well” in responding to the attack, but declined to comment further. Mr. Putin briefly commented on the attack, telling a reporter that Russia’s air defenses had proved adequate. “We have stuff to do,” he said in a video clip published by state news media. “We know what needs to be done.”

Ivan Nechepurenko has been a Times reporter since 2015, covering politics, economics, sports and culture in Russia and the former Soviet republics. He was raised in St. Petersburg, Russia, and in Piatykhatky, Ukraine. More about Ivan Nechepurenko

Anatoly Kurmanaev is a foreign correspondent covering Russia’s transformation after its invasion of Ukraine. More about Anatoly Kurmanaev

Our Coverage of the War in Ukraine

News and Analysis

The United States and six other major world powers warned Iran not to provide ballistic missiles to Russia  to aid Moscow’s war against Ukraine and threatened to retaliate if it did by cutting off Iranian air travel to Europe, among other measures.

A U.N. commission said it had uncovered new evidence of widespread torture of Ukrainian prisoners  held by Russian security forces, detailing a range of what it described as Russian war crimes, including summary executions and sexual violence.

Ukrainian authorities said that a Russian missile attack on Odesa  had killed a t least 20 people and had injured 73 others , the latest in a series of deadly air assaults on the southern Ukrainian port city.

Targeting Russia’s Oil Industry: With its army short of ammunition and troops to break the deadlock on the battlefield, Kyiv has increasingly taken the fight beyond the Ukrainian border, attacking oil infrastructure deep in Russian territory .

Electronic Warfare: Drones have become a critical weapon for both Russia and Ukraine. But Moscow’s capability to overpower Ukrainian signals  by broadcasting on the same frequencies at higher power is putting Kyiv at a disadvantage.

Helping the War Effort: Since the early days of the war, thousands of Ukrainian volunteers have led crowdfunding efforts that have been crucial in supplying the military with equipment. But as the conflict drags on, it is becoming harder to raise money .

How We Verify Our Reporting

Our team of visual journalists analyzes satellite images, photographs , videos and radio transmissions  to independently confirm troop movements and other details.

We monitor and authenticate reports on social media, corroborating these with eyewitness accounts and interviews. Read more about our reporting efforts .

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Unesco social media, kremlin and red square, moscow.

• Description

Inextricably linked to all the most important historical and political events in Russia since the 13th century, the Kremlin (built between the 14th and 17th centuries by outstanding Russian and foreign architects) was the residence of the Great Prince and also a religious centre. At the foot of its ramparts, on Red Square, St Basil's Basilica is one of the most beautiful Russian Orthodox monuments.

Description is available under license CC-BY-SA IGO 3.0

Le Kremlin et la place Rouge, Moscou

Indissolublement lié à tous les événements historiques et politiques les plus importants survenus en Russie depuis le XIII e siècle, le Kremlin a été construit entre le XIV e et le XVII e siècle par des architectes russes et étrangers exceptionnels. C'était la résidence du grand-prince ainsi qu'un centre religieux. Au pied de ses remparts, sur la place Rouge, s'élève la basilique Basile-le-Bienheureux, l'un des plus beaux monuments de l'art orthodoxe.

الكرملين والساحة الحمراء، موسكو

يرتبط الكرملين ارتباطاً وثيقاً بجميع الأحداث التاريخيّة والسياسيّة المهمّة التي توالت على روسيا منذ القرن الثالث عشر ولقد جرى تشييده بين القرنين الرابع والسابع عشر على يد مهندسين روس وأجانب استثنائيين. وكان الكرملين مقرّ الأمير الكبير كما كان مركزاً دينيّاً. عند أسفل أسواره في الساحة الحمراء شيدت بازيليك القديس بازيل وهي من أروع تحف الفنّ الأرثوذكسي.

source: UNESCO/CPE Description is available under license CC-BY-SA IGO 3.0

莫斯科克里姆林宫和红场

由俄罗斯和外国建筑家于14世纪至17世纪共同修建的克里姆林宫，作为沙皇的住宅和宗教中心，与13世纪以来俄罗斯所有最重要的历史事件和政治事件密不可分。在红场上防御城墙的脚下坐落的圣瓦西里教堂是俄罗斯传统艺术最漂亮的代表作之一。

El kremlin y la Plaza Roja de Moscú

Indisolublemente vinculado a los más trascendentales acontecimientos históricos y políticos de Rusia desde el siglo XIII, el kremlin de Moscú fue construido entre los siglos XIV y XVII por toda una serie de excelentes arquitectos rusos y extranjeros. Además de ser la residencia del Gran Príncipe, fue un importante centro religioso. Al pie de sus murallas, en la Plaza Roja, se alza la basílica de San Basilio el Bienaventurado, uno de los más hermosos monumentos de arte ortodoxo.

モスクワのクレムリンと赤の広場

source: NFUAJ

Kremlin en Rode Plein, Moskou

Het Kremlin is onlosmakelijk verbonden met alle belangrijke historische en politieke gebeurtenissen in Rusland sinds de 13e eeuw. Het werd door de Grote Prins Yuri van Kiev gesticht als residentie en religieus centrum. De bouw vond plaats tussen de 14e en 17e eeuw en het ontwerp was in handen van uitstekende Russische en buitenlandse architecten. Binnen de muren van het Kremlin vindt men een reeks meesterwerken qua architectuur, maar ook beeldende kunst en religieuze monumenten van uitzonderlijke schoonheid. Aan de voet van de stadsmuren, op het Rode Plein, bevindt zich een van de mooiste Russisch-orthodoxe monumenten, de Pokrovkathedraal ook wel Basiliuskathedraal genoemd.

Source: unesco.nl

Outstanding Universal Value

Brief synthesis

At the geographic and historic centre of Moscow, the Moscow Kremlin is the oldest part of the city. First mentioned in the Hypatian Chronicle in 1147 as a fortification erected on the left bank of the Moskva river by Yuri Dolgoruki, Prince of Suzdal, the Kremlin developed and grew with settlements and suburbs which were further surrounded by new fortifications - Kitaigorodsky Wall, Bely Gorod, Zemlyanoy Gorod and others. This determined a radial and circular plan of the centre of Moscow typical of many other Old Russian cities.

In 13th century the Kremlin was the official residence of supreme power - the center of temporal and spiritual life of the state. The Kremlin of the late 15th – early 16th century is one of the major fortifications of Europe (the stone walls and towers of present day were erected in 1485–1516). It contains an ensemble of monuments of outstanding quality.

The most significant churches of the Moscow Kremlin are situated on the Cathedral Square; they are the Cathedral of the Dormition, Church of the Archangel, Church of the Annunciation and the bell tower of Ivan Veliki. Almost all of them were designed by invited Italian architects which is clearly seen in their architectural style. The five-domed Assumption Cathedral (1475–1479) was built by an Italian architect Aristotele Fiorvanti. Its interior is decorated with frescos and a five-tier iconostasis (15th–17th century). The cathedral became the major Russian Orthodox church; a wedding and coronation place for great princes, tsars and emperors as well as the shrine for metropolitans and patriarchs.

In the same square another Italian architect, Alevisio Novi, erected the five-domed Church of the Archangel in 1505-1508. From the 17th to 19th century, its interior was decorated by wonderful frescos and an iconostasis. In this church many great princes and tsars of Moscow are buried. Among them are Ivan I Kalita, Dmitri Donskoi, Ivan III, Ivan IV the Terrible, Mikhail Fedorovich and Alexei Mikhailovich Romanovs.

The Cathedral of the Dormition was built by Pskov architects in 1484–1489. Inside the cathedral some mural paintings of 16th–19th century have been preserved and the icons of Andrei Rublev and Theophanes the Greek are part of the iconostasis.

In 1505-1508 the bell tower of Ivan Veliki was built. Being 82 metres high it was the highest building in Russia which became the focal point of the Kremlin ensemble.

Among the oldest civil buildings of the Moscow Kremlin, the Palace of the Facets (1487–1491) is the most remarkable. Italian architects Marco Fryazin and Pietro Antonio Solario built it as a great hall for holding state ceremonies, celebrations and for receiving foreign ambassadors. The most noteworthy civil construction of the 17th century built by Russian masters is the Teremnoi Palace.

From the early 18th century, when the capital of Russia moved to St. Petersburg, the Kremlin mainly played a ceremonial role with religious functions. By the end of the century the architectural complex of the Kremlin expanded with the Arsenal reconstructed after the Fire of 1797 by Matvei Kazakov. The Senate was built in 1776–1787 according to the plans of the same architect as the home of the highest agency of State power of the Russian Empire - the Ruling Senate. Today it is the residence of the President of Russia.

From 1839 to 1849 a Russian architect K.A. Thon erected the Great Kremlin Palace as a residence of the imperial family which combined ancient Kremlin buildings such as the Palace of the Facets, the Tsarina’s Golden Chamber, Master Chambers, the Teremnoi Palace and the Teremnoi churches. In the Armory Chamber built by K.A. Thon within the complex of the Great Kremlin Palace, there is a 16th century museum officially established by the order of Alexander I in 1806.

Red Square, closely associated with the Kremlin, lies beneath its east wall. At its south end is the famous Pokrovski Cathedral (Cathedral of St Basil the Blessed), one of the most beautiful monuments of Old Russian church architecture, erected in 1555–1560 to commemorate the victory of Ivan the Terrible over the Kazan Khanate. In the 17th century the cathedral gained its up-to-date appearance thanks to the decorative finishing of the domes and painting both inside and outside the cathedral. The construction of Red Square was finished by the late 19th century together with the erection of the Imperial Historic Museum (today the State Historical Museum), the Upper Trading Rows (GUM) and the Middle Trading Rows. In 1929, , Lenin’s Mausoleum, designed by A.V. Shchusev and an outstanding example of the Soviet monumental architecture, was finished.

Criterion (i) : The Kremlin contains within its walls a unique series of masterpieces of architecture and the plastic arts. There are religious monuments of exceptional beauty such as the Church of the Annunciation, the Cathedral of the Dormition, the Church of the Archangel and the bell tower of Ivan Veliki; there are palaces such as the Great Palace of the Kremlin, which comprises within its walls the Church of the Nativity of the Virgin and the Teremnoi Palace. On Red Square is Saint Basil the Blessed, still a major edifice of Russian Orthodox art.

Criterion (ii) : Throughout its history, Russian architecture has clearly been affected many times by influences emanating from the Kremlin. A particular example was the Italian Renaissance. The influence of the style was clearly felt when Rudolfo Aristotele Fioravanti built the Cathedral of the Dormition (1475-79) and grew stronger with the construction of the Granovitaya Palace (Hall of the Facets, 1487-91) by Marco Fryazin and Pietro Antonio Solario. Italian Renaissance also influenced the towers of the fortified enceinte, built during the same period by Solario, using principles established by Milanese engineers (the Nikolskaya and the Spasskaya Towers both date from 1491). The Renaissance expression was even more present in the classic capitals and shells of the Church of the Archangel, reconstructed from 1505 to 1509 by Alevisio Novi.

Criterion (iv) : With its triangular enceinte pierced by four gates and reinforced with 20 towers, the Moscow Kremlin preserves the memory of the wooden fortifications erected by Yuri Dolgoruki around 1156 on the hill at the confluence of the Moskova and Neglinnaya rivers (the Alexander Garden now covers the latter). By its layout and its history of transformations (in the 14th century Dimitri Donskoi had an enceinte of logs built, then the first stone wall), the Moscow Kremlin is the prototype of a Kremlin - the citadel at the centre of Old Russian towns such as Pskov, Tula, Kazan or Smolensk.

Criterion (vi) : From the 13th century to the founding of St Petersburg, the Moscow Kremlin was directly and tangibly associated with every major event in Russian history. A 200-year period of obscurity ended in 1918 when it became the seat of government again. The Mausoleum of Lenin on Red Square is the Soviet Union’s prime example of symbolic monumental architecture. To proclaim the universal significance of the Russian revolution, the funerary urns of heroes of the revolution were incorporated into the Kremlin’s walls between the Nikolskaya and Spasskaya towers. The site thus combines in an exceptional manner the preserved vestiges of bygone days with present-day signs of one of the greatest events in modern history.

From the date of including the Moscow Kremlin and Red Square on the World Heritage List all the components representing the Outstanding Universal Value of the property are within its boundaries. The territory and the integrity of the World Heritage property have also remained unchanged. Within its boundaries the property still comprises all the elements that it contained at the date of nomination. The biggest threat, however, is unregulated commercial development of the adjacent areas.

Authenticity

The history of the Moscow Kremlin and Red Square is reflected in the archival documents of 12th–19th century, for example in medieval chronicles, cadastral surveys, estimated construction books, painted lists, inventories, foreign notes and in graphic matters such as manuscripts, chronicles, plans, drafts, engravings, lithographs, sketches of foreign travelers, paintings and photographs. These documents are exceptionally valuable information sources. Comparison of the data received from archival documents and those obtained in the process of field study gives the idea of authenticity of  the property and its different elements. This comparison also serves as the basis for project development and for the choice of the appropriate methods of restoration that may preserve the monuments’ authenticity.

On the border of the ensemble a number of monuments destroyed in the 1930s were reconstructed according to measured plans.

Protection and management requirements

The statutory and institutional framework of an effective protection, management and improvement of the World Heritage property “Kremlin and Red Square, Moscow” has been established by laws and regulations of the Russian Federation and the city of Moscow.

According to the decree of the President of RSFSR of 18 December 1991 № 294, the Moscow Kremlin was included among especially protected cultural properties of nations of Russia - the highest conservation status for cultural and historical monuments in Russian legislation.

“Kremlin and Red Square, Moscow” is a Cultural Heritage Site of federal importance. State protection and management of federal sites is provided by Federal Law of 25.06.2002 № 73-FZ “On cultural heritage sites (historical and cultural monuments) of nations of the Russian Federation”. The federal executive body responsible for protection of the cultural property is the Department for Control, Supervision and Licensing in the Cultural Heritage Sphere of the Ministry of Culture of the Russian Federation.It is in charge of all methodological and control functions concerning restoration, usage and support of cultural heritage sites and the territories connected.

The World Heritage property is situated in the urban environment of Moscow. The city policy regarding cultural heritage protection and town-planning regulation is the responsibility of Moscow City Government, represented by the Department of Cultural Heritage, the Department of Urban Development and the Committee for Urban Development and Architecture of Moscow. In 1997 the boundaries of the protective (buffer) zone were approved in order to preserve the property, and to maintain and restore the historical architectural environment as well as the integral visual perception of the property.. There is a need to ensure the creation of an appropriate buffer zone and to develop close liaison between all stakeholders, including the Moscow City authorities, to ensure that constructions around the property do not impact adversely on its Outstanding Universal Value.

The World Heritage property is used by the following organizations: FGBUK (Federal Government Budgetary Institution of Culture), the State Historical and Cultural Museum-preserve “The Moscow Kremlin”, the Administrative Department of the President of the Russian Federation, the Federal Guard Service of the Russian Federation and OJSC “GUM Department Store”.

• Official site of 'The Moscow Kremlin' State Historical and Cultural Museum and Heritage Site
• Moscow Kremlin Museums Telegram Group (in Russian only)
• Moscow Kremlin Museums VKontakte Page (in Russian only)
• Moscow Kremlin Museums Dzen Page (in Russian only)
• State Historical Museum VKontakte Group (in Russian only)
• Msk Guide Page (in Russian only)
• Official site of the State Department Store
• State Historical Museum (in Russian only)

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Survey on Problem Solving sessions - Machine Learning, ML (noc24-cs60)

Dear Learners, We would like to know if the expectations with which you attended this problem solving session are being met and hence please do take 2 minutes to fill out our feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form:  https://docs.google.com/forms/d/1e2sOdx1cqlL_V4bz9kC1a6xbf7Ier1waHs8T482cl8o/viewform Problem Solving Session Recording Videos will be uploaded inside the Separate Unit called " Problem solving Session " along with the slides used wherever applicable. Recording sheet :   https://docs.google.com/spreadsheets/d/1pV-aB01EmiuTzIBsd1kxa6KZMrmaYAgWHovsTnj4d3o/edit -NPTEL Team

Machine Learning, ML : Problem solving Session Reminder !!

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: March 15, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Machine Learning, ML : Solution for Assignment 7 released !!

Dear Learner, The Solution for Assignment 7 have been uploaded for the course "Machine Learning, ML". The solution set can be accessed using the following link: Assignment 7 solution:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=77&lesson=140 Please use the discussion forum if you have any queries. Thanks & Regards, NPTEL Team.

Week 8 Feedback Form: Machine Learning, ML!!

Dear Learners, Thank you for continuing with the course and hope you are enjoying it. We would like to know if the expectations with which you joined this course are being met and hence please do take 2 minutes to fill out our weekly feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form:    https://docs.google.com/forms/d/1uI9jZ4roZBlMGZFA-PN4hdqXG3m0-P6BaerHTAZZBQY/viewform Thank you -NPTEL team

Exam Format - March, 2024!!

Dear Candidate, ****This is applicable only for the exam registered candidates**** Type of exam will be available in the list: Click Here You will have to appear at the allotted exam center and produce your Hall ticket and Government Photo Identification Card (Example: Driving License, Passport, PAN card, Voter ID, Aadhaar-ID with your Name, date of birth, photograph and signature) for verification and take the exam in person.  You can find the final allotted exam center details in the hall ticket. The hall ticket is yet to be released.  We will notify the same through email and SMS. Type of exam: Computer based exam (Please check in the above list corresponding to your course name) The questions will be on the computer and the answers will have to be entered on the computer; type of questions may include multiple choice questions, fill in the blanks, essay-type answers, etc. Type of exam: Paper and pen Exam  (Please check in the above list corresponding to your course name) The questions will be on the computer. You will have to write your answers on sheets of paper and submit the answer sheets. Papers will be sent to the faculty for evaluation. On-Screen Calculator Demo Link: Kindly use the below link to get an idea of how the On-screen calculator will work during the exam. https://tcsion.com/ OnlineAssessment/ ScientificCalculator/ Calculator.html NOTE: Physical calculators are not allowed inside the exam hall. Thank you! -NPTEL Team

Machine Learning, ML - Week 8 content is live now !!

Dear Learners, The lecture videos for Week 8 have been uploaded for the course " Machine Learning,ML ". The lectures can be accessed using the following link: Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=82&lesson=83 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). There is no assignment for week 8 As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: March 08, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Machine Learning, ML : Solution for Assignment 6 released !!

Dear Learner, The Solution for Assignment 6 have been uploaded for the course "Machine Learning, ML". The solution set can be accessed using the following link: Assignment 6 solution:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=61&lesson=135 Please use the discussion forum if you have any queries. Thanks & Regards, NPTEL Team.

Week 7 Feedback Form: Machine Learning, ML!!

Machine learning, ml - assignment logic.

Dear Learner, CRITERIA TO GET A CERTIFICATE Average assignment score = 25% of average of best 5 assignments out of the total 7 assignments given in the course. Exam score = 75% of the proctored certification exam score out of 100 Final score = Average assignment score + Exam score  -NPTEL Team

Machine Learning, ML : Assignment 7 is live now!!

Dear Learners, The lecture videos for Week 7 have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=77&lesson=78 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-7 for Week-7 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=77&assessment=116 Assignment-7 for Week-7 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=77&assessment=131 The assignment has to be submitted on or before Wednesday,[13/03/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Machine Learning, ML : Solution for Assignment 5 released !!

Dear Learner, The Solution for Assignment 5 have been uploaded for the course "Machine Learning, ML". The solution set can be accessed using the following link: Assignment 5 solution:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=51&lesson=138 Please use the discussion forum if you have any queries. Thanks & Regards, NPTEL Team.

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: March 01, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Week 6 Feedback Form: Machine Learning, ML!!

Machine learning, ml : assignment 6 is live now.

Dear Learners, The lecture videos for Week 6 have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=61&lesson=63 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-6 for Week-6 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=61&assessment=115 Assignment-6 for Week-6 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=61&assessment=126 The assignment has to be submitted on or before Wednesday,[06/03/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Machine Learning, ML : Solution for Assignment 4 released !!

Dear Learner, The Solution for Assignment 4 have been uploaded for the course "Machine Learning, ML". The solution set can be accessed using the following link: Assignment 4 solution:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=40&lesson=134 Please use the discussion forum if you have any queries. Thanks & Regards, NPTEL Team.

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: Feb 23, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Week 5 Feedback Form: Machine Learning, ML!!

Machine learning, ml : solution for assignment 3 released .

Dear Learner, The Solution for Assignment 3 have been uploaded for the course "Machine Learning, ML". The solution set can be accessed using the following link: Assignment 3 solution:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=31&lesson=133 Please use the discussion forum if you have any queries. Thanks & Regards, NPTEL Team.

Reminder: NPTEL: Exam Registration is date is extended for Jan 2024 courses!

Dear Learner,  The exam registration for the Jan 2024 NPTEL course certification exam is extended till February 20, 2024 - 05.00 P.M . CLICK HERE to register for the exam Choose from the Cities where exam will be conducted: Exam Cities Click here to view Timeline and Guideline : Guideline For further details on registration process please refer the previous announcement in the course page. -NPTEL Team

Machine Learning, ML : Assignment 5 is live now!!

Dear Learners, The lecture videos for Week 5 have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=51&lesson=52 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-5 for Week-5 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=51&assessment=114 Assignment-5 for Week-5 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=51&assessment=125 The assignment has to be submitted on or before Wednesday,[28/02/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: Feb 16, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Week 4 Feedback Form: Machine Learning, ML!!

Machine learning, ml : assignment 4 is live now.

Dear Learners, The lecture videos for Week 4 have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=40&lesson=41 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-4 for Week-4 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=40&assessment=113 Assignment-4 for Week-4 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=40&assessment=124 The assignment has to be submitted on or before Wednesday,[21/02/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Machine Learning, ML : Solution for Assignment 1&2 released !!

Dear Learner, The Solution for Assignment 1&2 have been uploaded for the course "Machine Learning, ML". The solution set can be accessed using the following link: Assignment 1 solution:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=16&lesson=129 Assignment 2 solution: https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=24&lesson=130 Please use the discussion forum if you have any queries. Thanks & Regards, NPTEL Team.

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: Feb 09, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Feedback on NPTEL Translation and Transcripts!!

Dear Learners, Do you find English difficult to follow in the NPTEL course? Would it be easier and help you if the videos had subtitles in Indian languages? We have great news for you! The videos in this course have been translated into Malayalam Language But how do you change the subtitles? Follow the steps below. To watch the video having subtitles in regional language: 1. Click on the lecture under Week contents. 2. Play the video. 3. Now click on the Settings icon and a list of features will display 4. From that select the option Subtitles/CC. 5. Now select the Language from the available languages to read the subtitle in the regional language. Try this out and give us feedback! Let us know if you want more of this! https://forms.gle/i4muUY4F2NU7EzLr6 -NPTEL Team

Machine Learning, ML: Reminder for Assignment 1 & 2 deadline!!

Dear Learners, The Deadline for Assignments 1 & 2 will close on Wednesday,[07/02/2024], 23:59 IST. Kindly submit the assignments before the deadline. Thanks and Regards, -NPTEL Team

Week 3 Feedback Form: Machine Learning, ML!!

Machine learning, ml - problem solving session recording is available.

Dear Learner, We have uploaded the Recorded videos of the Live Interaction Session - Problem solving Session of Week 1 . Videos are uploaded inside the Separate Unit called " Problem solving Session " along with the slides used wherever applicable. Login to the course on swayam.gov.in to check the same. -NPTEL Team

Machine Learning, ML : Assignment 3 is live now!!

Dear Learners, The lecture videos for Week 3 have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=31&lesson=32 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-3  for Week-3  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=31&assessment=112 Assignment-3  for Week-3  is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=31&assessment=121 The assignment has to be submitted on or before Wednesday,[14/02/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: Feb 02, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Reminder: NPTEL: Exam Registration is open now for Jan 2024 courses!

Dear Learner, 

Here is the much-awaited announcement on registering for the Jan 2024 NPTEL course certification exam. 

1. The registration for the certification exam is open only to those learners who have enrolled in the course. 

2. If you want to register for the exam for this course, login here using the same email id which you had used to enroll to the course in Swayam portal. Please note that Assignments submitted through the exam registered email id ALONE will be taken into consideration towards final consolidated score & certification. 

3 . Date of exam: Mar 24, 2024 

CLICK HERE to register for the exam.

Choose from the Cities where exam will be conducted: Exam Cities

4. Exam fees: 

If you register for the exam and pay before Feb 12, 2024 - 5:00 PM, Exam fees will be Rs. 1000/- per exam .

5. 50% fee waiver for the following categories: 

Students belonging to the SC/ST category: please select Yes for the SC/ST option and upload the correct Community certificate.

Students belonging to the PwD category with more than 40% disability: please select Yes for the option and upload the relevant Disability certificate. 

6. Last date for exam registration: Feb 16, 2024 - 5:00 PM (Friday). 

7. Between Feb 12, 2024 - 5:00 PM & Feb 16, 2024 - 5:00 PM late fee will be applicable.

8. Mode of payment: Online payment - debit card/credit card/net banking/UPI. 

9. HALL TICKET: 

The hall ticket will be available for download tentatively by 2 weeks prior to the exam date. We will confirm the same through an announcement once it is published. 

10. FOR CANDIDATES WHO WOULD LIKE TO WRITE MORE THAN 1 COURSE EXAM:- you can add or delete courses and pay separately – till the date when the exam form closes. Same day of exam – you can write exams for 2 courses in the 2 sessions. Same exam center will be allocated for both the sessions. 

11. Data changes: 

Last date for data changes: Feb 16, 2024 - 5:00 PM :  

We will charge an additional fee of Rs. 200 to make any changes related to name, DOB, photo, signature, SC/ST and PWD certificates after the last date of data changes.

The following 6 fields can be changed (until the form closes) ONLY when there are NO courses in the course cart. And you will be able to edit those fields only if you: - 

REMOVE unpaid courses from the cart And/or - CANCEL paid courses 

1. Do you come under the SC/ST category? * 

2. SC/ST Proof 

3. Are you a person with disabilities? * 

4. Are you a person with disabilities above 40%? 

5. Disabilities Proof 

6. What is your role? 

Note: Once you remove or cancel a course, you will be able to edit these fields immediately. 

But, for cancelled courses, refund of fees will be initiated only after 2 weeks. 

12. LAST DATE FOR CANCELLING EXAMS and getting a refund: Feb 16, 2024 - 5:00 PM  

13. Click here to view Timeline and Guideline : Guideline

Domain Certification

Domain Certification helps learners to gain expertise in a specific Area/Domain. This can be helpful for learners who wish to work in a particular area as part of their job or research or for those appearing for some competitive exam or becoming job ready or specialising in an area of study.  

Every domain will comprise Core courses and Elective courses. Once a learner completes the requisite courses as per the mentioned criteria, you will receive a Domain Certificate showcasing your scores and the domain of expertise. Kindly refer to the following link for the list of courses available under each domain: https://nptel.ac.in/domains

Outside India Candidates

Candidates who are residing outside India may also fill the exam form and pay the fees. Mode of exam and other details will be communicated to you separately.

Thanks & Regards, 

Week 2 Feedback Form: Machine Learning, ML!!

Machine learning, ml : assignment 2 is live now.

Dear Learners, The lecture videos for Week 2  have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=24&lesson=25 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-2 for Week-2 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=24&assessment=111 Assignment-2 for Week-2 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=24&assessment=120 The assignment has to be submitted on or before Wednesday,[07/02/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Dear learners, There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: Jan 26, 2024 - Friday Time:06.00 PM - 08.00 PM Link to join: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YzFkYzRlMDktYTczOS00OWE4LTlmMmEtMzAzOTA5MTU5NjNh%40thread.v2/0?context=%7b%22Tid%22%3a%22624d5c4b-45c5-4122-8cd0-44f0f84e945d%22%2c%22Oid%22%3a%221f5c7a04-ad6c-4fa5-b867-164d4dddfab3%22%7d Happy Learning. -NPTEL Team

Week 1 Feedback Form: Machine Learning, ML!!

Machine learning, ml : assignment 1 is live now.

Dear Learners, The lecture videos for Week 1 have been uploaded for the course "Machine Learning, ML" . The lectures can be accessed using the following link:   Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=16&lesson=17 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Practice Assignment-1 for Week-1 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=16&assessment=110 Assignment-1 for Week-1 is also released and can be accessed from the following link Link:  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=16&assessment=119 The assignment has to be submitted on or before Wednesday,[07/02/2024], 23:59 IST. As we have done so far, please use the discussion forums if you have any questions on this module. Note : Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. Thanks and Regards, -NPTEL Team

Machine Learning, ML : Assignment 0 is live now!!

Dear Learners, We welcome you all to this course "Machine Learning, ML " . The assignment 0 has been released. This assignment is based on a prerequisite of the course. You can find the assignment in the link :  https://onlinecourses.nptel.ac.in/noc24_cs60/unit?unit=117&assessment=118 Please note that this assignment is for practice and it will not be graded. Thanks & Regards   -NPTEL Team

NPTEL: Exam Registration is open now for Jan 2024 courses!

Machine learning, ml: welcome to nptel online course - jan 2024.

• Every week, about 2.5 to 4 hours of videos containing content by the Course instructor will be released along with an assignment based on this. Please watch the lectures, follow the course regularly and submit all assessments and assignments before the due date. Your regular participation is vital for learning and doing well in the course. This will be done week on week through the duration of the course.
• Please do the assignments yourself and even if you take help, kindly try to learn from it. These assignments will help you prepare for the final exams. Plagiarism and violating the Honor Code will be taken very seriously if detected during the submission of assignments.
• The announcement group - will only have messages from course instructors and teaching assistants - regarding the lessons, assignments, exam registration, hall tickets, etc.
• The discussion forum (Ask a question tab on the portal) - is for everyone to ask questions and interact. Anyone who knows the answers can reply to anyone's post and the course instructor/TA will also respond to your queries.
• Please make maximum use of this feature as this will help you learn much better.
• If you have any questions regarding the exam, registration, hall tickets, results, queries related to the technical content in the lectures, any doubts in the assignments, etc can be posted in the forum section
• The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
• The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
• Date and Time of Exams: March 24, 2024 Morning session 9am to 12 noon; Afternoon Session 2 pm to 5 pm.
• Registration URL: Announcements will be made when the registration form is open for registrations.
• The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
• Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.
• Once again, thanks for your interest in our online courses and certification. Happy learning.

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