Statistics for Data Science Full Course | 3+ Hours Beginner to Advanced

Python for Data Science Part 1

Python for Data Science part 2

Welcome to the complete Statistics for Data Science Full Course! In this 3+ hour video, we’ll take you through all the essential statistical concepts you need to master for a successful career in Data Science.

Course Timestamp:
00:00 - 03:31 - Introduction
03:32 - 12:36 - Real life use cases of Statistics & Data Science
12:37 - 13:23 - Types of Statistics
13:25 - 22:21 - Descriptive Statitsics & Practical examples
22:22 - 32:54 - Inferential Statitics & its common techniques
32:55 - 34:35 - Practice Questions level 1
34:55 - 38:40 - Measure of Central Tendency
38:42 - 54:10 - Mean - by using library and code
54:11 - 1:08:37 - Median - by using library and use case of median
1:08:38 - 1:20:24 - Mode & Scipy Library
1:20:25 - 1:21:40 - Practice Question level 2
1:21:41 - 1:27:00 - Measure of Dispersion
1:27:01 - 1:27:30 - Techniques of measure of variability
1:27:31- 1:29:50 - Measure of variability - Range
1:29:51 - 1:44:30 - Variance - using library and code
1:44:31 - 1:57:27 - Standard Deviation - use cases
1:57:28 - 1:59:30 - Practice Question level 3
1:59:31 - 2:04:25 - Gaussian Distribution / Normal Distribution
2:04:26 - 2:08:20 - Skewed Distribution - positive & negative skewed
2:08:21 - 2:10:52 - Uniform Distribution
2:10:53 - 2:13:54 - Bimodal Distribution
2:13:55 - 2:15:18 - Multimodal Distribution
2:15:19 - 2:25:54 - Various Data Distribution through code
2:25:55 - 2:29:57 - Estimate & its types
2:29:58 - 2:32:50 - Confidence Interval
2:32:51- 2:38:00 - Hypothesis Testing & its Mechanism
2:38:06 - 2:51:13 - P value & T -test
2:51:15 - 3:08:21 - Z test, Ztablle , practical use case via code
3:08:22 - 3:12:45 - Practice Question level 4

Why this course?

Designed for beginners but goes deep into advanced topics.
Includes practical exercises to apply your knowledge.

Perfect for students, professionals, and data enthusiasts wanting to build a solid foundation in statistics.

By the end of this video, you’ll have a strong understanding of key statistical methods and how to apply them to solve real-world data science problems. Be sure to practice alongside the tutorial and explore the additional resources provided in the description!

Hit the like button, subscribe for more data science content, and let’s get started!

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📱 For Any Further Query or Doubts? Contact- 7880-113-112 (Student Helpline Number)
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[mohitkunder]

Mam you are truly a great teacher, i never comment on videos but today I completed your full python course on YouTube, I learned so much and the main thing is i enjoyed the process of learning and that’s because the way you teach
My sincere thankyou to you swati mam 🙏🏻

[sundramnishad]

Ma'am mene aapka Python ka pura series video dekh hu No. 1 explanation video on YouTube ever ma'am

[ZahidMughal-gu]

The iScale is a great learning chanel. Mam Swati you have very clear Teaching ways form different angles of every topic. Every topic teaches you very clearly in simple language. I have started Statics from this video. I hope this learning journey is very help-full for me. I am from Gujranwala Pakistan you are teaching in Hindi I am feeling you Hindi is very similar with Urdu. Thank you very much for the efforts of clear learning.👍

[ArvindYadav_sanatanvedvedang]

You're doing amazing work by providing these courses free of cost, appreciate your hard work👍

[sayali]

you are really amazing teacher, thank you so much mam ❤

[vshal]

Ma'am Please make a video on Python Interview Questions for Data Analysis. And thank you for such a great course.

[hamidraza]

Very wonderful teacher and channel, huge thanks and love from Lahore Pakistan

[Pika-vjpk]

Ma'am Excel Complete lecture in a single video please

[Shariqvlogs-yrcp]

Hii Swati mam your statistics cource has helped me a lot, i have been fascinated by the name of statistics and today i have started understanding from your teaching. Thank you so much Mam.🤩

[ashh]

Iscale Team Excel One shot with notes kab tk aa Sakta hai? Any rough idea?

[akp]

Sister you are requested to upload excle in one video Data analytics oriented . A true teacher cares of Student.

[AdityaVichare-vt]

Statistics clear mam, thank you so much

[sarojmaharjan]

Awesome work ! Thank you so much for your effort!

[chetansharma]

Thank you Ma'am...best video for Statistics🔥...Ma'am please add More paid projects like movie Recommendation system based on ML🙏🙏

[NovoVibesyt]

Mam apne jitna btaya Statics ke bare me is video me pura video dekhna enough hoga data analyst k job k liye?

[milanshah]

Excellent🎉... Please full cexel course for data analysis

[aniketsahoo]

Mam, Can You make One playlist Video For Python Oops Concept?

[dipmajumdar]

I am a web developer. I have 2.4 years of experience. I want to switch my career to data science or data analyst role. Without any experience in data science or analyst role can I get job ?

[cutyoopsmoments]

Please share a video of stat for data analysis..

[priyanshi_]

Hello mam
I want to ask that we use median when we have outliers in dataset so when we are filling the missing values with median value in data, do we replace the outlier value also with median value?