What Is MAXIMUM LIKELIHOOD Estimation?

In this video, we explore what is Maximum Likelihood Estimation (MLE) — one of the most important concepts in statistics, data science, and machine learning. You’ll learn: ✅ What is Maximum Likelihood Estimation (MLE)? ✅ The intuition behind MLE with simple examples ✅ The step-by-step process of deriving MLE ✅ Applications of MLE in real-world problem solving ✅ Maximum Likelihood Estimation of Poisson distribution 🔹 Whether you are a student, researcher, or data science enthusiast, this video will give you the clarity and confidence to understand and apply MLE in practice. 📌 By the end, you’ll have a solid foundation in Maximum Likelihood Estimation and know how it helps in making data-driven decisions. #estimationtheory #statistics #gouravmanjrekar #hypothesistesting #gouravsir ________________________________________________________________________________ Sampling Distribution:    • Sampling Distribution   ___________________________________________________________________________________ link for Normal Distribution and Standard Normal Distribution https://www.youtube.com/watch?v=oVovZ... ___________________________________________________________________________________ Testing of hypothesis all videos https://www.youtube.com/playlist?list... ____________________________________________________________________ Useful video for B.TECH, B.Sc., BCA, M.COM, MBA, CA, research students. __________________________________________________________________ LINK FOR BINOMIAL DISTRIBUTION INTRODUCTION https://www.youtube.com/watch?v=lgnAz... LINK FOR RANDOM VARIABLE AND ITS TYPES https://www.youtube.com/watch?v=Ag8XJ... LINK FOR DISCRETE RANDOM VARIABLE: PMF, CDF, MEAN, VARIANCE , SD ETC. https://www.youtube.com/watch?v=HfHPZ... PLAYLIST FOR ALL VIDEOS OF PROBABILITY https://www.youtube.com/watch?v=hXeNr... PLAYLIST FOR TIME SERIES VIDEOS https://www.youtube.com/watch?v=XK0CS... PLAYLIST FOR CORRELATION VIDEOS https://www.youtube.com/playlist?list... PLAYLIST FOR REGRESSION VIDEOS https://www.youtube.com/watch?v=g9TzV... PLAYLIST FOR CENTRAL TENDANCY (OR AVERAGE) VIDEOS https://www.youtube.com/watch?v=EUWk8... PLAYLIST FOR DISPERSION VIDEOS https://www.youtube.com/watch?v=nbJ4B... probability and statistics, statistical estimation, point estimation, estimation theory Join this channel to get access to perks:    / @gouravmanjrekar   👉 SUBSCRIBE : https://www.youtube.com/Gouravmanjrek... 👆👆👆