-
₹1000
-
Duration: 3 Months
-
Delivery mode: Online
-
Group size: 6 - 10
-
Instruction language:
English,
Hindi,
Kannada,
Telugu
-
Certificate provided:
Yes
Statistics Instructor / Mentor — 7 Years
Taught Statistics and Applied Probability to engineering and data science students with a strong focus on real-world applications.
Covered core statistical concepts including:
Descriptive & inferential statistics
Probability distributions
Hypothesis testing
Regression analysis
Bias–variance trade-off
Design of Experiment, Sampling techniques, Operation research, Statistical Inferences.
Statistical thinking for machine learning
Emphasized intuition-first teaching, connecting formulas to:
ML algorithms
Model evaluation metrics
Data-driven decision making
Designed hands-on examples using Python, NumPy, Pandas, and real datasets instead of purely theoretical problems.
Mentored students and professionals transitioning into Data Science & Machine Learning, bridging statistics with modern AI workflows.
Helped learners understand when and why to apply statistical methods, not just how.