**Programming**

**A) Python**How does a statistician learn Python - Day I

How does a statistician learn Python - Day II

How does a statistician learn Python - Day III

How does a statistician learn Python - Day IV

How does a statistician learn Python - Day V

How does a statistician learn Python - Day VI

*B) Scala*How does a statistician learn Scala? - Day 1

How does a statistician learn Scala? - Day 2

*C) HiveQL*HiveQl with examples - Part I

**Learning**

Methods for Imbalanced Problems - Part 1

Methods for Imbalanced Problems - Part 2

data structure and algorithms

About R package - gbm (explaining algorithms)

TTIC Distinguished Lecture Series - Geoffrey Hinton

Methods for Imbalanced Problems - Part 2

data structure and algorithms

About R package - gbm (explaining algorithms)

TTIC Distinguished Lecture Series - Geoffrey Hinton

**Statistics**

Data Science Interview Questions - Probabilities

Understand optimization methods

One plot that explains common probability distributions

Estimate sample bias

Power and sample size

Examples from "Fifty Challenging Problems in Probability"

challenging probability questions

How to check if a coin is fair?

Understand optimization methods

One plot that explains common probability distributions

Estimate sample bias

Power and sample size

Examples from "Fifty Challenging Problems in Probability"

challenging probability questions

How to check if a coin is fair?