A/B testing and Statistical Analysis | Full Data Analytics Project
A/B testing is an essential skill for Data Scientists and Data Analysts, helping businesses make data-driven decisions through experimentation.
In this 1-hour tutorial, you’ll learn A/B testing from scratch, covering fundamental concepts, key statistical terms, hypothesis testing, statistical methods to analyze results, real-world business use cases, and commonly asked interview questions.
Whether you’re a beginner or preparing for Data Science and Data Analytics interviews, this course will help you understand A/B testing and apply it to real-world business problems.
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✨ Timestamp:
00:00 Intro
01:28 What is A/B Testing
06:32 A/B Testing Real World Examples
11:12 How A/B Testing Works
14:37 Experiment Terminology (A/B Test Concepts)
25:31 Errors in A/B Testing
28:14 Statistical Methods for Analysis
30:56 A/B Testing Real World Example & Analysis
48:56 Bonus point
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thank you rishab bhaiiiiii
U are great bro 🎉
Hello bhaiya your new subscriber
Please bhai ek cheez batado
Bhaiyya Data analytics internship interview (job ke liye nai paid internship ke liye) power bi basic to intermediate level ki preparation enough hogi??
And power bi me mainly kis type ke questions puchte he ek rough idea??
Matlab mujhe samajh nai aaraha he ki me dashboards banane me focus karun ya data modeling and query par in power bi
Or bhai me 3rd year btech student hun and me internship interview ke liye padh rai hun to mujhe janna he ki mere liye kya kya knowledge hona crucial he or kitni??
Sab job ready ke liye batate he but inters ke liye puchna he mujhe
Please bhai
Bhai, is this just a theoretical one? I can't find the project u mentined in the video.
Data analyst ka full course
sir I help to clear that data analyst is good carrier or not ?
Hi Rishab!
Yaad Hain aapko Aapke Channel Ki 2nd very Starting video jisko aapne 4 years pehle banaya tha.
“5 Top skills To learn…”
Now Aaj aapko Itna Experience ho gaya aaapnw India se lekar Germany mein kayin jagha Different different Work Roles par kaam kiya jisse aapko Mauka Mila ki aap Kayin different peoples ke saath kaam kiya hoga.
Probably Aapne Bohut se Naye tarah Ke Aur Bohut se Bohut purane Work Profiles & Job Options ya Career options ko dekha hoga And Tab Aapko Realise Hua hoga “Really ye Career,Is tarah Ki job bhi exist karti hain aur Ismein itna Scope hain (Scope = Deemand & Money) .
Toh kya Aap Is tarah ki video Aaj dubara Bana sakte hain Because As I say Aapko aaj Experience Bohut ho gaya aap Bohut alag laga Jagah par,alag alag Offices, Companies mein Kaam kar chuke hain that's why You have A Vey brief Overview Of….
“Which Skills Is Relevant To learn, like Which are the skills is beneficial to investing your EFFORTS, MONEY and most importantly TIME, would be right in terms of return on investment।”
Aapko Experience ho gaya hoga ki Ek Business Owner Kaise Job profiles Ko find kar rahe hain. Main Unhi job Profiles ki baat kar Raha hun…
Jo ki aaj Actual Job market Mein jinki need hain.
और इन्हें seekhkar Actual Job mil sake Warna Degree, diploma and Courses Toh लगभग सबके पास हैं। Main हैं कि उन चीजों को सीखना जिसकी नीड एक्चुअल Business में हैं। जैसे Data analyst,Digital marketing & advertisement But jis tarah ye दोनों चीज़ें मुझे पता हैं वैसे ही सबको पता हैं लेकिन मैने इन्हें सीखा नहीं Because आज तक यही समझ नहीं आया कि actual में इन दोनों जॉब profiles में काम क्या होता हैं,key Responsibilities kya rehti hain Boss/Cleint कैसा कैसा काम लेकर तुम्हारे पास आता हैं।
Please हो सके तो video बनाना Brother It helps me a Lot Also मेरे जैसे लाखों को भी हेल्प करेगी ये particular वीडियो। Please make it
bhai mene apka CTE ka lecture dekha lekin confuse hu agar koi detail me video bana dete to accha hota basic CTE to advance CTE
Sir ek project bnaiye ai ka use karke data analyst ka
Bhaiya, I used to follow your SQL lectures during my placements, and they were really helpfu!
I wanted to ask you something about career growth. Since I'm working as an SDE, how can I make sure I get more impactful tasks and grow technically?
Also, I wanted your opinion on data analytics as a career. Do you think it will be in demand in the coming years if someone wants to switch to that field?
Considering your 8 years of overall experience and 1–2 years in tech, what would you suggest? Would you recommend continuing in software development or exploring data analytics? I'd really value your advice.
Python,sql, and overall data analytics ke interview typ question bnao
So basically A/B testing is Hypothesis Testing right?
mujhse ye puche the ki A/B testing apne kaise kya ? n canary kaise kya kon se project me ? mai explain ni kr payi bt I think apke vdos se thoda bht smjh aya k explain kya krna hai baki mujhe khud se kuch bnana hoga ..thnks again..
You are doing a great job..thanks for making videos..keep doing !
thanks for explaining in a very simple manner, it helps Sir!
Sir, ek video Microsoft azure (Cloud tool) ki bhi upload karo soon…
Helpful
Do we need this as fresher or as aspirant?
I love the way you teach , I learnt sql from your video,
But I realy did not understand becuase I was expecting matchmetical Intition
Hi sir, aapka pehla project A/B testing ka as a fresher kis topic pe tha or aap kis industry ko target kar rhe the ? pls tell
Great practical tutorial and especially real usecases which rarely people have explained on YouTube!
I have also a question Rishabh here, how important is know formula for those and derivation for different statistical tests ; do in interviews recruiters go in such technical depth as per your experience?
Thank you so much sir ❤️
PLS PUT ROADMAP FOR DATANALYST AS PER2026 2027
PLEASE MAKE A COURSE FOR DATA ANALYST
Thank you, Sir! This video was very helpful. 🙏
Could you please create another detailed, project-based learning video on **A/B Testing**, covering the complete process from start to finish? It would be great if you could explain everything step by step, including:
– A real-world business problem and its objectives
– Dataset description, variables, and data cleaning
– Python code with detailed explanations
– Hypothesis testing (null and alternative hypotheses)
– P-values and their interpretation
– Z-test and the logic behind choosing the appropriate statistical test
– Statistical significance, confidence intervals, and drawing business conclusions
It would be especially helpful if you could explain each concept slowly, with practical examples and business interpretations, as the pace of this video was a little fast for me.
A complete, end-to-end project would make it much easier to understand the concepts and apply them confidently in real-world data analytics projects.
Thank you for sharing your knowledge!
Thank You so much Sir very very very helpful
Statics aur Statics data analysis project me kaise use karte hai uske upper bhi video banado aur data analyst ke role pe machine learning skill bhi puch rahe hai hoo sake toh machine learning ke upper bhi video bana doo jitna data analyst ke liye use hota hai and AAPKE VIDEOS BOHOT ACHCHE HAI BOHOT SIKHNE KO BHI MILTA HAI, THANK YOU ✨
Best thumbnail I've ever seen 👑
why you coming back to India ?
Love from PAKISTAN -> All INDIANS Educators❤, Honestly, I don't see borders when it comes to learning. Your teaching style, consistency, and humble behavior make me feel like you're my own elder brother. Proud to learn from Indian educators like you. Respect from Pakistan🫶. next time would decide towards Deutsch.
❤sir ik baat batao mai nay ap say python fundamental seeka hai ,our sql bhi atta hai abhi bas sql per project karounga our python k library jasi numpy wagaira bhi nahi kya hai abhi ,per sir ik honest advise do k mai abhi kya select karo is do option mai final goal high paying job lena hai data science mai abhi bs cs 5th semester hai to plz batana sir,
(1).learn sql,excel,powebi,python for data analysis our issay freelancing start karay our saat saat machine learning ya data science k prepaaration bhi karay ya data analyst mai job lay ur iski saat saat data science learning continue.
(2) . donot learn excel power bi direct learning data science after sql and python with library for data science.
Bhaiya ai ke wajh se data analyst ki job nhi jayegi
Love from Bangladesh Sir
Please make a DSA one-shot video in Python, covering basics to advanced topics.
bhaiya mujhe python, sql, numpy, pandas, matplotlib, seaborn bahot achche se aata hai aur mai freelancing karna chahta hu kaise karu maine socha hu ki 3 advance industry level project banaunga uske baad ❓ please guid kar do bhaiya please ❓❓
Thank you, most valuable video to learn new concept within 1 hr
Freshers k liye expected interview questions ki ek playlist. And how to explain projects we have made in professional manner in interview.
Law filed se corporate me kaise jye
Hii Sir,
You genuinely bring fascinating content, loved it…
Want to know the work-life balance in Data Analyst field
Is it a high pressure job?
Assalamualaikum
Ma apki Vedios Dakhti hun ap bht Acha smjaty ha har cheez bht achy say explain krty ha. Many Graduation ki ha mathematics ma or Data Analyst ka course kiya ha 1,2 project b bnya ha.mari request ha ap say kay mjy Experience nhi ha many koi physical internship ya job nhi ki. Mari kuch Problems ha ma physical job nhi kr skti. Please ap mjy koi remote job lgwa dain
Koi links , sources dain please.many bht umeed say apko msg kiya ap mari help kr dian please mjy job ki zrort ha. Bhai please Reply zror krye ga.
What a thumbnail Rishabh bhaiya!