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...

👆👆👆