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Statistics for Data Science | Probability and Statistics | Statistics Tutorial | Ph.D. (Stanford)

Frames Statistics for Data Science | Probability and Statistics | Statistics Tutorial | Ph.D. (Stanford)

Description Statistics for Data Science | Probability and Statistics | Statistics Tutorial | Ph.D. (Stanford)

Comments Statistics for Data Science | Probability and Statistics | Statistics Tutorial | Ph.D. (Stanford)

Register and and get free Certificate for the course: glacadme/3kcgi7Tbr🔹 Topics Covered: br Introduction - 00:00:00 br1 Statistics vs Machine Learning - 00:02:22 br2 Types of Statistics [Descriptive, Prescriptive and Predictive - 00:09:05 br3 Types of Data - 1:50:45 br4 Correlation – 2:46:02 br5 Covariance – 2:52:33 br6 Introduction to Probability – 4:26:55 br7 Conditional Probability with Baye’s Theorem – 5:24:00 br8 Binomial Distribution – 6:17:01 br9 Poisson Distribution – 6:36:02 Comment from : Great Learning

Amazing class Comment from : Ismael Deus Marques

Thank you Great Learning and Dr Sarkar Comment from : Swaraj Mazumdar

where can i find the jupyter notebook link ? Comment from : Tanzimul Hiba

What beautiful lessons, what an inspiring teacher! Comment from : ofayyaz

Sir teaching was just simple and powerfull That's why it generates intersect Comment from : Yaswanth Reddy Maddirevula

the mole on that man's head is very distracting Comment from : Zed Leppelin

Let's appreciate this content provider lecturer for this amazing opportunity which enabled us to dive not only into data science but for major aspects of things around our lives Comment from : illuminati SL

Are we learning statistics and predictive model on data brOrbrFinding the feasibility of business option Comment from : Abdul Hai

Is this complete statistics for data science???? Comment from : Harsh Kumar

Statistics book name: Business Statistics A First course brbrby Pearson publications 7 edition Comment from : Neeraj Dixit

Comment from : Siddhesh Dhanawade 370

Is this course suitable for 12th passout student??? Comment from : Bindass Studio

Makes immense sense coming from the land of Indian Statistical Institute Calcutta The institution know for CR Rao and the University of Calcutta alum Comment from : V N

Amazingly simplified with real examples from different verticals of Industry Thank you Dhanyavad and Namaskaram Comment from : V N

34:00 Comment from : Madison Bear

Human Anatomy is tought in Basic Schooling in India lol Comment from : Karan Patel

1:13:28brbrPlease ignore this I just want to continue where I left later on Comment from : Ayu

Brilliant presentation! brSo interestingbrThank you Dr Sarkar Comment from : Soma Ansa

At 20:30 professor says that blood looks different when drawn from both right and left hands at a timebrDifference in what sense ?? Colour ??? Comment from : Now & Then

How should i go about learning the data science according to the playlist Comment from : Deveus

PLz add course material links/Quizzes and assignments Comment from : dharmvir kumar

Can any one please share author name of book business statistics used in this videobrIt’s beautiful learning so simple but so much interesting Thanks to sir and great learning for such a beautiful session Comment from : K&R Unofficial Trip

Interested to know, where was this class happening Well, No doubt Prof has an AMAZING way of teaching! Absolutely fantastic ! Loved it :) Comment from : shweta gupta

Great video nicely explained but I have a question is his mustache and hair real, looks like he is young and just added this to look old please don't take this in negative manner Comment from : Abhijith b

1:49:07br@ Great LearningbrIt is because we have two eyes on a horizontal line left and right are assosiated with horzontal directions switching of left and right is about how our eyes interpret the directions So mirror image swithces the left and right, not the top and bottom If our eyes were vertically aligned, the top and bottom would have switched in mirrorbrbrtop and bottom orientations of objects are not affected by the horizontal alignment of our eyes The relative positions of the top and bottom parts of objects remain the same in relation to our eyes and the mirror Therefore, we do not interpret the mirror's reflection as reversing the top and bottom directions Comment from : Narendra (B20ME048)

He is one of those professors to whom you just want to say hi, so that you can put that on your resume 😇 Comment from : Lakshmanan Sivakumar

Hi, Thanks for the insightful video I have one question, how does correlation guarantee that it will be between -1 and 1? We can have data points which are more than 3,4 standard deviations right? still how correlation comes out between -1 and 1? Thanks in advance! Comment from : Log Up

amazing content for data science professionals to strong up foundation level in field of statistics Comment from : Akash L

Absolutely mesmerizing lecture Comment from : Dileep Kumar

7:00 onwards Comment from : Ben Dover

Fascinating Introduction about the difference between statisticians and data scientists Comment from : TheRomanWay

i have just started with this lecture and am finding it interesting , if anyone could possibly share the data files of the same would be really helpful Comment from : Archit Sahni

Thanks Comment from : ajuhaseeb

Amazing session! Studied stats from few sources, but felt much clarity in this lecture Apt usage of examples and explained working behind formulae, solved many doubts and made the problem solving intuitive Comment from : Chaotic Presence

Thanks for this great content ! Comment from : Harsh Vardhan

Which book does this prof recommended? Comment from : Smoking High Notes

1:25:00 Comment from : Yash Nirbhavane

Thaks for Great session Just one question does it cover all topics required for DS Anyone please guide Comment from : Abhijeet S

Great video and thanks for this content!brIs the repository somewhere downloadable? Comment from : Jude Adri

Hello! Amazing lecture, is there a GitHub or other platform with all this code that accompanied the lesson? Comment from : Caitlin Reed

Thank you so much Professor! Legendary Comment from : Richard Gallagher

Excellent Processor 🙏 Comment from : Prithwish Saha

From where can I get the certificate? Comment from : Mahira toys and craft

Its been 3 years since video csme Comment from : karthi senthamil

great tutorial Comment from : sudhir kumar Singh

If anyone has pdf of this session please share it?? Comment from : Anaf Ashraf

How can I get certificate Comment from : Hareesh 2004

Hacakathon to fiddle around wbur data set n show inporvemet on my data set Comment from : Step over my ego

Stats thinking ml thinking Comment from : Step over my ego

Pac learning probably approximately correct Comment from : Step over my ego

Ur doing th right thing most of the time Comment from : Step over my ego

Measuring cash flow in a certain way Comment from : Step over my ego

Could i treat this patient differently Comment from : Step over my ego

We will still hv a model that is indicativebrbrAll models r wrong but some r useful Comment from : Step over my ego

how do we get those csv files? Comment from : Harsh Bhagwani

best video tutorials I have ever found on Youtube Comment from : Vishal Shinde

link of the data set ? Comment from : Ravi

Thank you so much for making this video Comment from : Gentleman

Not able to register because of phone number in my country (Côte d'Ivoire), not 8 digit again but 10 digit Comment from : Success Dev

Wow, what a great course with an awesome professor He goes way beyond teaching the mechanics of statistics but makes distinctions and asks thought provoking questions that really help you crystallize in your head what you are trying to do Comment from : TGaming

Which book is used?? Comment from : Rishabh Kumar

Great courses without Great Professor s it is impossible to learns about real worlds problem experiences Comment from : Science learners corner⚛️

2:43: Question – But isn't that part of statistics AS WELL? In fact, for statistics, isn't it PROBLEM -> gather DATA -> SOLUTION?brbrDetail: In my statistics class, for nearly every problem, data was presented, and at the end, we had to analyze what the data told us (that is, draw inferences), and ultimately, make suggestions of, for example, should a person go with this decision, this bet, should the market get involved in that, etc So that seems like a SOLUTION since the analysis/inference helps us make decisions Statistics helps us make mostly to make the right choices By "SOLUTION"/what I said, how data science differ from that?brbrAppreciate the lecture!! Thanks!! Comment from : Aarya Deshpande

BMI is wt/ht in metres squared Comment from : Durga Prasan

Thank You Dr Sarkar The video was quite informative I learned these concepts very well now Comment from : Zainab Malik

Fantastic Video from an awesome professor Very well explained Statistics concepts with Practical Examples of Real Life Very few can do this Thank you Dr Sarkar and Great Learning for posting this video Please share more videos Dr Sarkar related to Statistics and AI Regards-Amit Tiwari Comment from : Amit Tiwari

Can you please make the CSV available or better still, the notebook? Comment from : Kartikaye Madhok

PLz Fire the guy who wrote description, Comment from : Harsh Sharma

What are those books that are discussed in the lectures? Like of statistics, the book in which initial chapter covers histogram examples and PythonbrPlease provide either download link or names of these books Comment from : lakshya agarwal

Isn't Education right-skewed? At 1:29:28 Comment from : giri nandini Lingala

An amazing course with such a great tutor!!!!!! Comment from : Ramya Jha

Nice Comment from : Arslan Sheikh

anyone knows statics book name that he is teaching???brplease tell me Comment from : Akhil Raj

How to get certificate after watching it on YouTube Pls help Comment from : Rahul Raj

very helpful 😀 thank you great learning Comment from : RAGE gamer

Anyone can tell the Book name along with its writer ??? Comment from : Abid Abdullah

Thank u very much sir, its really helped lot to understand (Ex: Blood sample collection how the doctor said about our body condition , since blood is the random variable time to time --- like that why cant find way to know about the system, instead of blame about the data of dynamics in production and sales ) Comment from : Bharath Kumar Nune

Can u please provide the code Comment from : Shilpa B Honnannavar

Hi Team, Can I get the PPT and Python notebook used in the Video? Comment from : Neeraj Shah

great class thank you sir Comment from : Angayarkanni A

Is this appropriate for beginners ? Comment from : Tinoda GP

At 3:12:00 the formula for BMI should be Weight (in Kgs) / (Height (in meters))^2 and not height/weight^2 Comment from : R C

where are the files????? that sir is doing Comment from : hemanth reddy

Data are not is Comment from : Seed Ca

superbb Comment from : The Efficient Life

Nice 👍 Video could you please make videos on ORACLE APPLICATIO N CLOUD ,ORACLE OAF,ORACLE ADF IN HINDI????? Comment from : Muhammad Adil Nawaz Khan

🔥🔥🔥If you need guidance on various academic tasks: statistics202hacc@gmailcom🔥🔥🔥 Comment from : Francis Kagombe

from where we can get juypter note book material Comment from : Prateek Kumar

Which book for statistics sir recommended in the beginning? Comment from : Saurabh Gope

course fee idea? Comment from : Ashish Gupta

which is the book that the prof had mentioned at 57:10 Thanks in advance Comment from : Mahroof V

The stock market seems a bad example, no one has succesfully devised a method to predict the markets Comment from : Frederik Falk

Thankyou sir you are absolutely Right way learning and you are be a nice teacher Comment from : Ram Chander

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