Course Name: Statistical Inference

Course abstract

This course aims at giving the foundation knowledge of Probability and Statistical Inference. In particular, it gives details of theory of Estimation and testing of hypothesis. Both theoretical aspect will be discussed and practical problems will be dealt with in great detail. This course will help students and practitioners of statistics at both UG and PG level. This course will also serve as a foundation course for students workingon Machine Learning.


Course Instructor

Media Object

Prof. Niladri Chatterjee

Prof. Niladri Chatterjee is a professor of Department of Mathematics, IIT Delhi. He is B.Stat and M.Stat from Indian Statistical Institute Kolkata. He is an M.Tech in Computer Science and PhD in Computer science from University College London. His major research interests are Statistical Modeling, Big Data, Artificial Intelligence, Machine Learning, Natural Language Processing among others. He has more than 30 years of research and teaching experience. He is also member of several Government committees related to data science. He is currently Chair Professor in AI and Machine Learning.
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Teaching Assistant(s)

No teaching assistant data available for this course yet
 Course Duration : Jan-Mar 2021
  View Course
 Syllabus
 Enrollment : 18-Nov-2020 to 25-Jan-2021
 Exam registration : 15-Jan-2021 to 12-Feb-2021
 Exam Date : 21-Mar-2021

Enrolled

1389

Registered

157

Certificate Eligible

38

Certified Category Count

Gold

0

Silver

2

Elite

3

Successfully completed

33

Participation

101

Success

Elite

Silver

Gold




Legend

AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75 AND FINAL SCORE >=40
BASED ON THE FINAL SCORE, Certificate criteria will be as below:
>=90 - Elite + Gold
75-89 -Elite + Silver
>=60 - Elite
40-59 - Successfully Completed

Final Score Calculation Logic

  • Assignment Score = Average of best 6 out of 8 assignments. Final Score(Score on Certificate)= 75% of Exam Score + 25% of Assignment Score
    Note:
    We have taken best assignment score from both Jan 2020 and Jan2021 course
Statistical Inference - Toppers list

PRATIK LAKHANI 87%

AMITY UNIVERSITY KOLKATA

DR DHANAJI SAMBHAJI JADHAV 75%

YASHWANTRAO CHAVHAN INSTITUTE OF SCIENCE

Enrollment Statistics

Total Enrollment: 1389

Registration Statistics

Total Registration : 157

Assignment Statistics



Assignment

Exam score

Final score

Score Distribution Graph - Legend

Assignment Score: Distribution of average scores garnered by students per assignment.
Exam Score : Distribution of the final exam score of students.
Final Score : Distribution of the combined score of assignments and final exam, based on the score logic.