Statistics for Data Science Course | Probability and Statistics | Learn Statistics Data Science

In this Statistics for Data Science video you will learn Statistics Data Science from scratch and master one of the top skills required to become data scientist. You will learn concepts like what is statistics, probability and statistics, sampling techniques in statistics, central tendencies, variation & correlation, normal distribution, empirical rules & z scores and mathematics of linear regression in detail.
#statisticsfordatasciencecourse #probabilityandstatistics #learnstatisticsdatascience #statisticsdatasciencecourse

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[Intellipaat]

Guys, what else do you want to learn from Intellipaat? Comment down below and let us know so we can create more such tutorials for you.

[Intellipaat]

👉Following topics are covered in this video:
01:12 - What is Statistics?
03:14 - Why statistics is Important?
05:55 - Where is Statistics Used?
11:41 - Sampling
14:46 - Sample vs Population
16:51 - Sample Frame
21:40 - No Sampling Error
26:25 - Random Sampling
30:18 - Stratified Sampling
33:51 - Systematic Sampling
37:13 - Central tendencies
58:15 - Variation
01:00:20 - Range
01:05:14 - Percentiles
01:08:35 - Quartiles
01:17:27 - Correlation
01:35:12 - Positive Correlation
01:36:05 - No Correlation
01:37:04 - Negative Correlation
01:42:02 - Standard Variance and Standard Deviation
01:52:06 - Normal Distribution
01:55:16 - Empirical Rule
02:10:35 - Z Scores
02:19:17 - Linear Regression
02:31:20 - Data Science Interview Guide
03:37:17 - Data Science Interview questions
05:04:23 - Data Science Project
05:45:30 - Quiz
05:45:48 - What is Fraud?
05:47:18 - Rule-Based Approach for Fraud Detection
05:48:46 - Data Science for Fraud Detection
05:52:50 - Challenges of Fraud Detection Model
06:00:59 - Credit Card Fraud Detection in R

[TusharSoniTechnology]

I have come to this video after jumping around 30+ videos on YouTube to understand statistics from the very basics and somebody who can explain it in a very simple language. Thank you so

[m.mohtashim]

Just what I was looking for. To be honest, I didn't expect to find a full in depth lecture on data analysis for free. I really can't fully appreciate your efforts sir, being so generous and kind to provide a paid course for free to everyone. Really fascinating ❤️.

[nakulmali]

Thanks Intellipaat for this video. But I request you please upload linear algebra, Calculous video required for Machine Learning, Data Science and Deep Learning

[OnlyMarshal]

Very interesting way of learning statistics, I am comfortably understood, thank u so much sir❤️

[KWEDA]

1. Different Automations and use cases of automations using python.
2. Data science mastery program

[namansethi]

Thanks intellipaat for this tutorial !!

[nott__aceu]

00:34:49 on the second-day person 2 with index 2 should be selected right?

[oscar.kiamba]

hello sir thank you for the video, it was greate and i have really lerant alot . i wanted to ask about the data set you used in the two projects, how can i have the data set? please if it is possible you can share to me .

[dakshrajsinhjadeja]

im happy to learning it even im just intermadite pass and 32 age

[girishpandey]

ML project from starting (i.e model building) to Ending (i.e til Deployement)

[pasumarthiprasana]

what exactly the population mean? Lets say if we want to take a required data from data set or entire data set ..example: if we have entire population of the country in dataset and from that we want the age of the data above 60 years, either this could be the population or entire people in the country ?

[tripymania]

why we will take sample if we have the whole data on the cloud ??

we will simply process data for desired problem??

right ?

[kyotorossiya]

Hi there…. Please can you help me to do my statistics assignment papers ?? Polytechnic levels. Please assist me 🙏🙏

[shubhamjain]

Can you please make the videos parallel in hindi also plz so that you can help that people also those who don't understand English easily.

Hope you will soon launch hindi session of lecture soon

[hamzatanveer]

@intellipaat
How can I get the slides used in this tutorial for future reference??

[puneetbhardwaj]

Sir we need practical of these on jupyter notebook

[dibsaha]

Hi do you have hyperion essbase and planning course on cloud based? Please let me inform

[abdulhakeem]

Need full complete course on data science and machine learning