Binomial Distribution Using Examples in Excel | Probability and Statistics | Episode 16

Welcome to the 16th Episode of our 60 Episodes Video Series on Statistics for Data Science from Zero to Hero. In this video, we are going to learn first probability distribution which is Binomial Distribution which is a type of Discrete Probability Distribution. 00:00:00 Introduction 00:01:52 Real world Statistical Experiments 00:04:26 Bernoulli Trials 00:08:44 Binomial Random Variable & Binomial Distribution 00:13:31 Probability Mass Function for Binomial Distribution 00:19:23 Mean and Variance for Binomial Distribution 00:20:20 Binomial Distribution Problem with Solution 00:24:17 Binomial Distribution Problem Solution Using Excel 00:30:10 Binomial Distribution - Quiz #️⃣ LET'S BE FRIENDS - Social Media #️⃣ 📸 Mohit's Personal Instagram: https://www.instagram.com/mr.mohitk_saini/ 📝 Linkedin (Personal): https://www.linkedin.com/in/mohitsaini92/ 🔗 Medium: https://medium.com/@ArtisOne 🧠 Resources 🧠 Video Series Launch Video: https://www.youtube.com/watch?v=GfBBZsylvVs&t=0s Episode 1 - What is Statistics: https://www.youtube.com/watch?v=z2Lev68bmVw&t=0s Episode 2 - Probabilistic Sampling Techniques: https://www.youtube.com/watch?v=jonOrr-LXxs&t=0s Episode 3 - Non-Probabilitic Sampling Techniques: https://www.youtube.com/watch?v=eWOoa53AUNk&t=0s Episode 4 - Descriptive Statistics - Mean/Median/Mode: https://www.youtube.com/watch?v=VXCo-V1KN44&t=34s Episode 5 - Descriptive Statistics - Mean/Median/Mode Calculation using Excel: https://www.youtube.com/watch?v=FXtcNOz7kdI&t=0s Episode 6 - Measure of Spread: https://www.youtube.com/watch?v=ublUYWTlgv4&t=31s Episode 7 - Histogram, Relative Frequency Histogram and Density Plots: https://www.youtube.com/watch?v=qGW558rZLPU Episode 8 - Measure of Shape - Skewness and Kurtosis: https://www.youtube.com/watch?v=6tWBrDCtOzA&t=5s Episode 9 - Standard Deviation, Variance, IQR, Skewness and Kurtosis using Excel: https://www.youtube.com/watch?v=NL9e2PBpAbg&t=12s Episode 10 - Boxplot Explained: https://www.youtube.com/watch?v=x3A_vbR1fZU Episode 11 - what is Inferential Statistics and Its different techniques: https://www.youtube.com/watch?v=1DQPUcLxwPM Episode 12 - Difference between Descriptive Statistics and Inferential Statistics: https://www.youtube.com/watch?v=HRnWHUjyk2Y Episode 13 - Random Variable and Its types: https://www.youtube.com/watch?v=c95UeCi4iGU Episode 14 - Probability Distribution and Its types: https://www.youtube.com/watch?v=h2Tq1HyqnyA&t=20s Episode 15 - Probability Mass Function and Cumulative Distribution Function: https://www.youtube.com/watch?v=RgghFtbq9Bw ABOUT ME Currently, Working as Machine Learning Engineer in an India's top OTT Platform. Hold Master's Degree in Business Analytics from IISc Bangalore. Having extensive 7 years of Data Science Experience across 7 big brands like Unisys, CitiBank, Infosys, Siemens Healthcare, Bounce, Jubilant Foodworks and Zee5. My mission is to bridge the gap between academics and Industries in Data Science, Machine Learning and Artificial Intelligence Field by sharing my extensive industrial experience. Through this channel, I share my experience with all Data Science Enthusiasts by simplifying DS tech topics. If you found the video informative, Subscribe the channel. Any inquiries: [email protected] #statistics #statisticstutorials #statisticalanalysis #hypothesistesting #viral #knowledge #probabilitydistribution #normaldistribution #binomial #binomialdistribution #probabilitymassfunction #probability_distribution #descriptivestatistics #statisticalanalysis #inferentialstatistics #statisticalinference #randomvariable #Samplingtechnique #datascience #datascienceforbeginners #datascientist #technology #statisticsfordatascience #hypothesistesting #machinelearning #artificialintelligence #Mohitphilia